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[Coursera Specialization] Data Science by Roger D. Peng, Jeff Leek, Brian Caffo
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[Coursera Specialization] Data Science by Roger D. Peng, Jeff Leek, Brian Caffo
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文件列表
1. The Data Scientist's Toolbox/Course Project/Captura de tela de 2015-03-02 15:24:34.png
109.3 kB
1. The Data Scientist's Toolbox/Week 01/01_01_seriesMotivation.pdf
2.0 MB
1. The Data Scientist's Toolbox/Week 01/01_01a_toolBoxOverview.pdf
2.1 MB
1. The Data Scientist's Toolbox/Week 01/01_02_gettingHelp.pdf
945.8 kB
1. The Data Scientist's Toolbox/Week 01/01_03_findingAnswers.pdf
614.3 kB
1. The Data Scientist's Toolbox/Week 01/01_04_RProgramming.pdf
555.0 kB
1. The Data Scientist's Toolbox/Week 01/01_05_gettingData.pdf
473.5 kB
1. The Data Scientist's Toolbox/Week 01/01_06_exploratoryAnalysis.pdf
391.2 kB
1. The Data Scientist's Toolbox/Week 01/01_07_reproducibleResearch.pdf
271.9 kB
1. The Data Scientist's Toolbox/Week 01/01_08_statisticalInference.pdf
446.4 kB
1. The Data Scientist's Toolbox/Week 01/01_09_regressionModels.pdf
620.2 kB
1. The Data Scientist's Toolbox/Week 01/01_10_practicalMachineLearning.pdf
645.3 kB
1. The Data Scientist's Toolbox/Week 01/01_11_buildingDataProducts.pdf
1.0 MB
1. The Data Scientist's Toolbox/Week 01/1 - 1 - Series Motivation (12_03).mp4
10.1 MB
1. The Data Scientist's Toolbox/Week 01/1 - 1 - Series Motivation (12_03).srt
22.1 kB
1. The Data Scientist's Toolbox/Week 01/1 - 10 - Regression Models Overview (1_46).mp4
1.6 MB
1. The Data Scientist's Toolbox/Week 01/1 - 10 - Regression Models Overview (1_46).srt
3.2 kB
1. The Data Scientist's Toolbox/Week 01/1 - 11 - Practical Machine Learning Overview (1_31).mp4
1.3 MB
1. The Data Scientist's Toolbox/Week 01/1 - 11 - Practical Machine Learning Overview (1_31).srt
2.7 kB
1. The Data Scientist's Toolbox/Week 01/1 - 12 - Building Data Products Overview (1_19).mp4
1.2 MB
1. The Data Scientist's Toolbox/Week 01/1 - 12 - Building Data Products Overview (1_19).srt
2.5 kB
1. The Data Scientist's Toolbox/Week 01/1 - 13 - Installing R on Windows (3_20) {Roger Peng}.mp4
5.4 MB
1. The Data Scientist's Toolbox/Week 01/1 - 13 - Installing R on Windows (3_20) {Roger Peng}.srt
6.0 kB
1. The Data Scientist's Toolbox/Week 01/1 - 14 - Install R on a Mac (2_02) {Roger Peng}.mp4
4.2 MB
1. The Data Scientist's Toolbox/Week 01/1 - 14 - Install R on a Mac (2_02) {Roger Peng}.srt
3.5 kB
1. The Data Scientist's Toolbox/Week 01/1 - 15 - Installing Rstudio (1_36) {Roger Peng}.mp4
2.7 MB
1. The Data Scientist's Toolbox/Week 01/1 - 15 - Installing Rstudio (1_36) {Roger Peng}.srt
2.6 kB
1. The Data Scientist's Toolbox/Week 01/1 - 2 - The Data Scientist_'s Toolbox (5_09).mp4
4.6 MB
1. The Data Scientist's Toolbox/Week 01/1 - 2 - The Data Scientist_'s Toolbox (5_09).srt
9.1 kB
1. The Data Scientist's Toolbox/Week 01/1 - 3 - Getting Help (8_52).mp4
7.0 MB
1. The Data Scientist's Toolbox/Week 01/1 - 3 - Getting Help (8_52).srt
15.6 kB
1. The Data Scientist's Toolbox/Week 01/1 - 4 - Finding Answers (4_35).mp4
4.0 MB
1. The Data Scientist's Toolbox/Week 01/1 - 4 - Finding Answers (4_35).srt
8.3 kB
1. The Data Scientist's Toolbox/Week 01/1 - 5 - R Programming Overview (2_12).mp4
1.8 MB
1. The Data Scientist's Toolbox/Week 01/1 - 5 - R Programming Overview (2_12).srt
4.0 kB
1. The Data Scientist's Toolbox/Week 01/1 - 6 - Getting Data Overview (1_34).mp4
1.3 MB
1. The Data Scientist's Toolbox/Week 01/1 - 6 - Getting Data Overview (1_34).srt
2.8 kB
1. The Data Scientist's Toolbox/Week 01/1 - 7 - Exploratory Data Analysis Overview (1_21).mp4
1.1 MB
1. The Data Scientist's Toolbox/Week 01/1 - 7 - Exploratory Data Analysis Overview (1_21).srt
2.5 kB
1. The Data Scientist's Toolbox/Week 01/1 - 8 - Reproducible Research Overview (1_27).mp4
1.1 MB
1. The Data Scientist's Toolbox/Week 01/1 - 8 - Reproducible Research Overview (1_27).srt
2.5 kB
1. The Data Scientist's Toolbox/Week 01/1 - 9 - Statistical Inference Overview (1_06).mp4
913.3 kB
1. The Data Scientist's Toolbox/Week 01/1 - 9 - Statistical Inference Overview (1_06).srt
1.7 kB
1. The Data Scientist's Toolbox/Week 01/Quiz.odt
36.2 kB
1. The Data Scientist's Toolbox/Week 02/02_03_commandLineInterface.pdf
2.7 MB
1. The Data Scientist's Toolbox/Week 02/02_04_git.pdf
1.6 MB
1. The Data Scientist's Toolbox/Week 02/02_05_github.pdf
842.7 kB
1. The Data Scientist's Toolbox/Week 02/02_06_creatingRepos.pdf
1.1 MB
1. The Data Scientist's Toolbox/Week 02/02_07_basicGitCommands.pdf
702.8 kB
1. The Data Scientist's Toolbox/Week 02/02_08_basicMarkdown.pdf
263.5 kB
1. The Data Scientist's Toolbox/Week 02/02_09_installingRPackages.pdf
1.7 MB
1. The Data Scientist's Toolbox/Week 02/02_10_rtools.pdf
1.9 MB
1. The Data Scientist's Toolbox/Week 02/2 - 2 - Command Line Interface (16_04).mp4
13.0 MB
1. The Data Scientist's Toolbox/Week 02/2 - 2 - Command Line Interface (16_04).srt
24.0 kB
1. The Data Scientist's Toolbox/Week 02/2 - 3 - Introduction to Git (4_49).mp4
6.5 MB
1. The Data Scientist's Toolbox/Week 02/2 - 3 - Introduction to Git (4_49).srt
7.8 kB
1. The Data Scientist's Toolbox/Week 02/2 - 4 - Introduction to Github (3_53).mp4
3.3 MB
1. The Data Scientist's Toolbox/Week 02/2 - 4 - Introduction to Github (3_53).srt
6.6 kB
1. The Data Scientist's Toolbox/Week 02/2 - 5 - Creating a Github Repository (5_51).mp4
5.1 MB
1. The Data Scientist's Toolbox/Week 02/2 - 5 - Creating a Github Repository (5_51).srt
8.9 kB
1. The Data Scientist's Toolbox/Week 02/2 - 6 - Basic Git Commands (5_52).mp4
4.6 MB
1. The Data Scientist's Toolbox/Week 02/2 - 6 - Basic Git Commands (5_52).srt
10.5 kB
1. The Data Scientist's Toolbox/Week 02/2 - 7 - Basic Markdown (2_22).mp4
1.8 MB
1. The Data Scientist's Toolbox/Week 02/2 - 7 - Basic Markdown (2_22).srt
3.9 kB
1. The Data Scientist's Toolbox/Week 02/2 - 8 - Installing R Packages (5_37).mp4
5.0 MB
1. The Data Scientist's Toolbox/Week 02/2 - 8 - Installing R Packages (5_37).srt
8.9 kB
1. The Data Scientist's Toolbox/Week 02/2 - 9 - Installing Rtools (2_29).mp4
2.3 MB
1. The Data Scientist's Toolbox/Week 02/2 - 9 - Installing Rtools (2_29).srt
4.1 kB
1. The Data Scientist's Toolbox/Week 02/Quiz.odt
46.9 kB
1. The Data Scientist's Toolbox/Week 03/03_01_typesOfQuestions.pdf
2.3 MB
1. The Data Scientist's Toolbox/Week 03/03_02_whatIsData.pdf
1.8 MB
1. The Data Scientist's Toolbox/Week 03/03_03_whatAboutBigData.pdf
2.1 MB
1. The Data Scientist's Toolbox/Week 03/03_04_experimentalDesign.pdf
3.9 MB
1. The Data Scientist's Toolbox/Week 03/3 - 1 - Types of Questions (9_09).mp4
8.0 MB
1. The Data Scientist's Toolbox/Week 03/3 - 1 - Types of Questions (9_09).srt
15.9 kB
1. The Data Scientist's Toolbox/Week 03/3 - 2 - What is Data_ (5_15).mp4
4.9 MB
1. The Data Scientist's Toolbox/Week 03/3 - 2 - What is Data_ (5_15).srt
9.3 kB
1. The Data Scientist's Toolbox/Week 03/3 - 3 - What About Big Data_ (4_15).mp4
4.0 MB
1. The Data Scientist's Toolbox/Week 03/3 - 3 - What About Big Data_ (4_15).srt
6.8 kB
1. The Data Scientist's Toolbox/Week 03/3 - 4 - Experimental Design (15_59).mp4
13.9 MB
1. The Data Scientist's Toolbox/Week 03/3 - 4 - Experimental Design (15_59).srt
27.7 kB
1. The Data Scientist's Toolbox/Week 03/Quiz.odt
121.4 kB
2. R Programming/01 - Background Material/01 - Installing R on Windows/1 - 1 - Installing R on Windows.mp4
5.4 MB
2. R Programming/01 - Background Material/01 - Installing R on Windows/1 - 1 - Installing R on Windows.srt
5.9 kB
2. R Programming/01 - Background Material/01 - Installing R on Windows/1 - 1 - Installing R on Windows.txt
3.6 kB
2. R Programming/01 - Background Material/02 - Installing R on a Mac/1 - 2 - Installing R on a Mac.mp4
4.2 MB
2. R Programming/01 - Background Material/02 - Installing R on a Mac/1 - 2 - Installing R on a Mac.srt
3.2 kB
2. R Programming/01 - Background Material/02 - Installing R on a Mac/1 - 2 - Installing R on a Mac.txt
1.9 kB
2. R Programming/01 - Background Material/03 - Installing R Studio (Mac)/1 - 3 - Installing R Studio (Mac).mp4
2.7 MB
2. R Programming/01 - Background Material/03 - Installing R Studio (Mac)/1 - 3 - Installing R Studio (Mac).srt
2.5 kB
2. R Programming/01 - Background Material/03 - Installing R Studio (Mac)/1 - 3 - Installing R Studio (Mac).txt
1.5 kB
2. R Programming/01 - Background Material/04 - Writing Code Setting Your Working Directory (Windows)/1 - 4 - Writing Code Setting Your Working Directory (Windows).mp4
9.3 MB
2. R Programming/01 - Background Material/04 - Writing Code Setting Your Working Directory (Windows)/1 - 4 - Writing Code Setting Your Working Directory (Windows).srt
11.5 kB
2. R Programming/01 - Background Material/04 - Writing Code Setting Your Working Directory (Windows)/1 - 4 - Writing Code Setting Your Working Directory (Windows).txt
7.0 kB
2. R Programming/01 - Background Material/05 - Writing Code Setting Your Working Directory (Mac)/1 - 5 - Writing Code Setting Your Working Directory (Mac).mp4
11.7 MB
2. R Programming/01 - Background Material/05 - Writing Code Setting Your Working Directory (Mac)/1 - 5 - Writing Code Setting Your Working Directory (Mac).srt
11.9 kB
2. R Programming/01 - Background Material/05 - Writing Code Setting Your Working Directory (Mac)/1 - 5 - Writing Code Setting Your Working Directory (Mac).txt
7.4 kB
2. R Programming/01 - Background Material/06 - Use R version 3.1.1/1 - 6 - Use R version 3.1.1.mp4
2.6 MB
2. R Programming/01 - Background Material/06 - Use R version 3.1.1/1 - 6 - Use R version 3.1.1.srt
1.4 kB
2. R Programming/01 - Background Material/06 - Use R version 3.1.1/1 - 6 - Use R version 3.1.1.txt
867 Bytes
2. R Programming/02 - Week 1/01 - Introduction/2 - 1 - Introduction.mp4
4.3 MB
2. R Programming/02 - Week 1/01 - Introduction/2 - 1 - Introduction.srt
2.5 kB
2. R Programming/02 - Week 1/01 - Introduction/2 - 1 - Introduction.txt
1.6 kB
2. R Programming/02 - Week 1/02 - Overview and History of R [1607]/2 - 2 - Overview and History of R [1607].mp4
12.1 MB
2. R Programming/02 - Week 1/02 - Overview and History of R [1607]/2 - 2 - Overview and History of R [1607].srt
27.9 kB
2. R Programming/02 - Week 1/02 - Overview and History of R [1607]/2 - 2 - Overview and History of R [1607].txt
17.1 kB
2. R Programming/02 - Week 1/02 - Overview and History of R [1607]/index.html
14.5 kB
2. R Programming/02 - Week 1/02 - Overview and History of R [1607]/OverviewHistoryR.pdf
103.7 kB
2. R Programming/02 - Week 1/03 - Getting Help [1353]/2 - 3 - Getting Help [1353].mp4
9.6 MB
2. R Programming/02 - Week 1/03 - Getting Help [1353]/2 - 3 - Getting Help [1353].srt
25.0 kB
2. R Programming/02 - Week 1/03 - Getting Help [1353]/2 - 3 - Getting Help [1353].txt
15.5 kB
2. R Programming/02 - Week 1/03 - Getting Help [1353]/help.pdf
313.9 kB
2. R Programming/02 - Week 1/04 - R Console Input and Evaluation [446]/2 - 4 - R Console Input and Evaluation [446].mp4
5.6 MB
2. R Programming/02 - Week 1/04 - R Console Input and Evaluation [446]/2 - 4 - R Console Input and Evaluation [446].srt
7.7 kB
2. R Programming/02 - Week 1/04 - R Console Input and Evaluation [446]/2 - 4 - R Console Input and Evaluation [446].txt
4.8 kB
2. R Programming/02 - Week 1/04 - R Console Input and Evaluation [446]/input_eval.pdf
34.7 kB
2. R Programming/02 - Week 1/05 - Data Types - R Objects and Attributes [443]/2 - 5 - Data Types - R Objects and Attributes [443].mp4
5.7 MB
2. R Programming/02 - Week 1/05 - Data Types - R Objects and Attributes [443]/2 - 5 - Data Types - R Objects and Attributes [443].srt
7.6 kB
2. R Programming/02 - Week 1/05 - Data Types - R Objects and Attributes [443]/2 - 5 - Data Types - R Objects and Attributes [443].txt
4.9 kB
2. R Programming/02 - Week 1/05 - Data Types - R Objects and Attributes [443]/objects_attributes.pdf
38.8 kB
2. R Programming/02 - Week 1/06 - Data Types - Vectors and Lists [627]/2 - 6 - Data Types - Vectors and Lists [627].mp4
7.5 MB
2. R Programming/02 - Week 1/06 - Data Types - Vectors and Lists [627]/2 - 6 - Data Types - Vectors and Lists [627].srt
9.8 kB
2. R Programming/02 - Week 1/06 - Data Types - Vectors and Lists [627]/2 - 6 - Data Types - Vectors and Lists [627].txt
6.4 kB
2. R Programming/02 - Week 1/06 - Data Types - Vectors and Lists [627]/vectors_listsx.pdf
59.9 kB
2. R Programming/02 - Week 1/07 - Data Types - Matrices [324]/2 - 7 - Data Types - Matrices [324].mp4
3.9 MB
2. R Programming/02 - Week 1/07 - Data Types - Matrices [324]/2 - 7 - Data Types - Matrices [324].srt
5.5 kB
2. R Programming/02 - Week 1/07 - Data Types - Matrices [324]/2 - 7 - Data Types - Matrices [324].txt
3.5 kB
2. R Programming/02 - Week 1/07 - Data Types - Matrices [324]/matrices.pdf
43.3 kB
2. R Programming/02 - Week 1/08 - Data Types - Factors [431]/2 - 8 - Data Types - Factors [431].mp4
5.3 MB
2. R Programming/02 - Week 1/08 - Data Types - Factors [431]/2 - 8 - Data Types - Factors [431].srt
7.2 kB
2. R Programming/02 - Week 1/08 - Data Types - Factors [431]/2 - 8 - Data Types - Factors [431].txt
4.5 kB
2. R Programming/02 - Week 1/08 - Data Types - Factors [431]/factors.pdf
40.1 kB
2. R Programming/02 - Week 1/09 - Data Types - Missing Values [210]/2 - 9 - Data Types - Missing Values [210].mp4
2.5 MB
2. R Programming/02 - Week 1/09 - Data Types - Missing Values [210]/2 - 9 - Data Types - Missing Values [210].srt
3.4 kB
2. R Programming/02 - Week 1/09 - Data Types - Missing Values [210]/2 - 9 - Data Types - Missing Values [210].txt
2.1 kB
2. R Programming/02 - Week 1/09 - Data Types - Missing Values [210]/missing_values.pdf
32.3 kB
2. R Programming/02 - Week 1/10 - Data Types - Data Frames [244]/2 - 10 - Data Types - Data Frames [244].mp4
3.3 MB
2. R Programming/02 - Week 1/10 - Data Types - Data Frames [244]/2 - 10 - Data Types - Data Frames [244].srt
4.3 kB
2. R Programming/02 - Week 1/10 - Data Types - Data Frames [244]/2 - 10 - Data Types - Data Frames [244].txt
2.8 kB
2. R Programming/02 - Week 1/10 - Data Types - Data Frames [244]/dataframes.pdf
35.2 kB
2. R Programming/02 - Week 1/11 - Data Types - Names Attribute [149]/2 - 11 - Data Types - Names Attribute [149].mp4
2.1 MB
2. R Programming/02 - Week 1/11 - Data Types - Names Attribute [149]/2 - 11 - Data Types - Names Attribute [149].srt
2.8 kB
2. R Programming/02 - Week 1/11 - Data Types - Names Attribute [149]/2 - 11 - Data Types - Names Attribute [149].txt
1.8 kB
2. R Programming/02 - Week 1/11 - Data Types - Names Attribute [149]/names_attribute.pdf
30.6 kB
2. R Programming/02 - Week 1/12 - Data Types - Summary [043]/2 - 12 - Data Types - Summary [043].mp4
839.8 kB
2. R Programming/02 - Week 1/12 - Data Types - Summary [043]/2 - 12 - Data Types - Summary [043].srt
1.1 kB
2. R Programming/02 - Week 1/12 - Data Types - Summary [043]/2 - 12 - Data Types - Summary [043].txt
706 Bytes
2. R Programming/02 - Week 1/12 - Data Types - Summary [043]/datatype_summary.pdf
19.4 kB
2. R Programming/02 - Week 1/13 - Reading Tabular Data [551]/2 - 13 - Reading Tabular Data [551].mp4
7.2 MB
2. R Programming/02 - Week 1/13 - Reading Tabular Data [551]/2 - 13 - Reading Tabular Data [551].srt
9.6 kB
2. R Programming/02 - Week 1/13 - Reading Tabular Data [551]/2 - 13 - Reading Tabular Data [551].txt
6.2 kB
2. R Programming/02 - Week 1/13 - Reading Tabular Data [551]/reading_tables.pdf
43.0 kB
2. R Programming/02 - Week 1/14 - Reading Large Tables [708]/2 - 14 - Reading Large Tables [708].mp4
8.7 MB
2. R Programming/02 - Week 1/14 - Reading Large Tables [708]/2 - 14 - Reading Large Tables [708].srt
12.4 kB
2. R Programming/02 - Week 1/14 - Reading Large Tables [708]/2 - 14 - Reading Large Tables [708].txt
7.6 kB
2. R Programming/02 - Week 1/14 - Reading Large Tables [708]/large_tables.pdf
70.2 kB
2. R Programming/02 - Week 1/15 - Textual Data Formats [458]/2 - 15 - Textual Data Formats [458].mp4
6.1 MB
2. R Programming/02 - Week 1/15 - Textual Data Formats [458]/2 - 15 - Textual Data Formats [458].srt
7.8 kB
2. R Programming/02 - Week 1/15 - Textual Data Formats [458]/2 - 15 - Textual Data Formats [458].txt
5.1 kB
2. R Programming/02 - Week 1/15 - Textual Data Formats [458]/textual.pdf
45.7 kB
2. R Programming/02 - Week 1/16 - Connections Interfaces to the Outside World [435]/2 - 16 - Connections Interfaces to the Outside World [435].mp4
5.5 MB
2. R Programming/02 - Week 1/16 - Connections Interfaces to the Outside World [435]/2 - 16 - Connections Interfaces to the Outside World [435].srt
7.4 kB
2. R Programming/02 - Week 1/16 - Connections Interfaces to the Outside World [435]/2 - 16 - Connections Interfaces to the Outside World [435].txt
4.7 kB
2. R Programming/02 - Week 1/16 - Connections Interfaces to the Outside World [435]/connections.pdf
55.6 kB
2. R Programming/02 - Week 1/17 - Subsetting - Basics/2 - 17 - Subsetting - Basics.mp4
5.0 MB
2. R Programming/02 - Week 1/17 - Subsetting - Basics/2 - 17 - Subsetting - Basics.srt
7.1 kB
2. R Programming/02 - Week 1/17 - Subsetting - Basics/2 - 17 - Subsetting - Basics.txt
4.4 kB
2. R Programming/02 - Week 1/17 - Subsetting - Basics/Subsetting_basics.pdf
31.9 kB
2. R Programming/02 - Week 1/18 - Subsetting - Lists/2 - 18 - Subsetting - Lists.mp4
5.5 MB
2. R Programming/02 - Week 1/18 - Subsetting - Lists/2 - 18 - Subsetting - Lists.srt
7.7 kB
2. R Programming/02 - Week 1/18 - Subsetting - Lists/2 - 18 - Subsetting - Lists.txt
4.9 kB
2. R Programming/02 - Week 1/18 - Subsetting - Lists/Subsetting_lists.pdf
41.3 kB
2. R Programming/02 - Week 1/19 - Subsetting - Matrices/2 - 19 - Subsetting - Matrices.mp4
3.3 MB
2. R Programming/02 - Week 1/19 - Subsetting - Matrices/2 - 19 - Subsetting - Matrices.srt
4.3 kB
2. R Programming/02 - Week 1/19 - Subsetting - Matrices/2 - 19 - Subsetting - Matrices.txt
2.9 kB
2. R Programming/02 - Week 1/19 - Subsetting - Matrices/Subsetting_matrix.pdf
39.8 kB
2. R Programming/02 - Week 1/20 - Subsetting - Partial Matching/2 - 20 - Subsetting - Partial Matching.mp4
2.0 MB
2. R Programming/02 - Week 1/20 - Subsetting - Partial Matching/2 - 20 - Subsetting - Partial Matching.srt
2.8 kB
2. R Programming/02 - Week 1/20 - Subsetting - Partial Matching/2 - 20 - Subsetting - Partial Matching.txt
1.7 kB
2. R Programming/02 - Week 1/20 - Subsetting - Partial Matching/Subsetting_partial.pdf
26.6 kB
2. R Programming/02 - Week 1/21 - Subsetting - Removing Missing Values/2 - 21 - Subsetting - Removing Missing Values.mp4
4.6 MB
2. R Programming/02 - Week 1/21 - Subsetting - Removing Missing Values/2 - 21 - Subsetting - Removing Missing Values.srt
6.4 kB
2. R Programming/02 - Week 1/21 - Subsetting - Removing Missing Values/2 - 21 - Subsetting - Removing Missing Values.txt
4.1 kB
2. R Programming/02 - Week 1/21 - Subsetting - Removing Missing Values/Subsetting_NAs.pdf
38.8 kB
2. R Programming/02 - Week 1/22 - Vectorized Operations [346]/2 - 22 - Vectorized Operations [346].mp4
2.6 MB
2. R Programming/02 - Week 1/22 - Vectorized Operations [346]/2 - 22 - Vectorized Operations [346].srt
6.5 kB
2. R Programming/02 - Week 1/22 - Vectorized Operations [346]/2 - 22 - Vectorized Operations [346].txt
4.0 kB
2. R Programming/02 - Week 1/22 - Vectorized Operations [346]/index.html
4.5 kB
2. R Programming/02 - Week 1/22 - Vectorized Operations [346]/Vectorized.pdf
59.1 kB
2. R Programming/02 - Week 1/23 - Introduction to swirl/2 - 23 - Introduction to swirl.mp4
3.3 MB
2. R Programming/02 - Week 1/23 - Introduction to swirl/2 - 23 - Introduction to swirl.srt
2.1 kB
2. R Programming/02 - Week 1/23 - Introduction to swirl/2 - 23 - Introduction to swirl.txt
1.3 kB
2. R Programming/02 - Week 1/Quiz/Feedback — Week 1.pdf
143.9 kB
2. R Programming/02 - Week 1/Quiz/hw1_data.csv
2.9 kB
2. R Programming/03 - Week 2/01 - Control Structures - Introduction [054]/3 - 1 - Control Structures - Introduction [054].mp4
1.1 MB
2. R Programming/03 - Week 2/01 - Control Structures - Introduction [054]/3 - 1 - Control Structures - Introduction [054].srt
1.4 kB
2. R Programming/03 - Week 2/01 - Control Structures - Introduction [054]/3 - 1 - Control Structures - Introduction [054].txt
906 Bytes
2. R Programming/03 - Week 2/01 - Control Structures - Introduction [054]/control_intro.pdf
53.7 kB
2. R Programming/03 - Week 2/02 - Control Structures - If-else [158]/3 - 2 - Control Structures - If-else [158].mp4
2.2 MB
2. R Programming/03 - Week 2/02 - Control Structures - If-else [158]/3 - 2 - Control Structures - If-else [158].srt
3.1 kB
2. R Programming/03 - Week 2/02 - Control Structures - If-else [158]/3 - 2 - Control Structures - If-else [158].txt
2.0 kB
2. R Programming/03 - Week 2/02 - Control Structures - If-else [158]/control_if.pdf
28.9 kB
2. R Programming/03 - Week 2/03 - Control Structures - For loops [425]/3 - 3 - Control Structures - For loops [425].mp4
5.1 MB
2. R Programming/03 - Week 2/03 - Control Structures - For loops [425]/3 - 3 - Control Structures - For loops [425].srt
6.8 kB
2. R Programming/03 - Week 2/03 - Control Structures - For loops [425]/3 - 3 - Control Structures - For loops [425].txt
4.4 kB
2. R Programming/03 - Week 2/03 - Control Structures - For loops [425]/control_forloop.pdf
34.5 kB
2. R Programming/03 - Week 2/04 - Control Structures - While loops [322]/3 - 4 - Control Structures - While loops [322].mp4
3.9 MB
2. R Programming/03 - Week 2/04 - Control Structures - While loops [322]/3 - 4 - Control Structures - While loops [322].srt
5.3 kB
2. R Programming/03 - Week 2/04 - Control Structures - While loops [322]/3 - 4 - Control Structures - While loops [322].txt
3.4 kB
2. R Programming/03 - Week 2/04 - Control Structures - While loops [322]/control_while.pdf
31.2 kB
2. R Programming/03 - Week 2/05 - Control Structures - Repeat, Next, Break [457]/3 - 5 - Control Structures - Repeat, Next, Break [457].mp4
5.7 MB
2. R Programming/03 - Week 2/05 - Control Structures - Repeat, Next, Break [457]/3 - 5 - Control Structures - Repeat, Next, Break [457].srt
8.4 kB
2. R Programming/03 - Week 2/05 - Control Structures - Repeat, Next, Break [457]/3 - 5 - Control Structures - Repeat, Next, Break [457].txt
5.5 kB
2. R Programming/03 - Week 2/05 - Control Structures - Repeat, Next, Break [457]/control_repeat.pdf
39.6 kB
2. R Programming/03 - Week 2/06 - Your First R Function [1029]/3 - 6 - Your First R Function [1029].mp4
17.3 MB
2. R Programming/03 - Week 2/06 - Your First R Function [1029]/3 - 6 - Your First R Function [1029].srt
18.5 kB
2. R Programming/03 - Week 2/06 - Your First R Function [1029]/3 - 6 - Your First R Function [1029].txt
11.4 kB
2. R Programming/03 - Week 2/07 - Functions (part 1) [917]/3 - 7 - Functions (part 1) [917].mp4
6.8 MB
2. R Programming/03 - Week 2/07 - Functions (part 1) [917]/3 - 7 - Functions (part 1) [917].srt
16.1 kB
2. R Programming/03 - Week 2/07 - Functions (part 1) [917]/3 - 7 - Functions (part 1) [917].txt
9.9 kB
2. R Programming/03 - Week 2/07 - Functions (part 1) [917]/functions.pdf
94.6 kB
2. R Programming/03 - Week 2/07 - Functions (part 1) [917]/index.html
11.3 kB
2. R Programming/03 - Week 2/08 - Functions (part 2) [713]/3 - 8 - Functions (part 2) [713].mp4
5.1 MB
2. R Programming/03 - Week 2/08 - Functions (part 2) [713]/3 - 8 - Functions (part 2) [713].srt
12.8 kB
2. R Programming/03 - Week 2/08 - Functions (part 2) [713]/3 - 8 - Functions (part 2) [713].txt
7.6 kB
2. R Programming/03 - Week 2/09 - Scoping Rules - Symbol Binding [1032]/3 - 9 - Scoping Rules - Symbol Binding [1032].mp4
8.0 MB
2. R Programming/03 - Week 2/09 - Scoping Rules - Symbol Binding [1032]/3 - 9 - Scoping Rules - Symbol Binding [1032].srt
17.9 kB
2. R Programming/03 - Week 2/09 - Scoping Rules - Symbol Binding [1032]/3 - 9 - Scoping Rules - Symbol Binding [1032].txt
10.9 kB
2. R Programming/03 - Week 2/09 - Scoping Rules - Symbol Binding [1032]/index.html
18.2 kB
2. R Programming/03 - Week 2/09 - Scoping Rules - Symbol Binding [1032]/scoping_binding.pdf
81.3 kB
2. R Programming/03 - Week 2/10 - Scoping Rules - R Scoping Rules [834]/3 - 10 - Scoping Rules - R Scoping Rules [834].mp4
6.0 MB
2. R Programming/03 - Week 2/10 - Scoping Rules - R Scoping Rules [834]/3 - 10 - Scoping Rules - R Scoping Rules [834].srt
14.2 kB
2. R Programming/03 - Week 2/10 - Scoping Rules - R Scoping Rules [834]/3 - 10 - Scoping Rules - R Scoping Rules [834].txt
8.5 kB
2. R Programming/03 - Week 2/10 - Scoping Rules - R Scoping Rules [834]/scoping_rules.pdf
60.1 kB
2. R Programming/03 - Week 2/11 - Scoping Rules - Optimization Example (OPTIONAL) [921]/3 - 11 - Scoping Rules - Optimization Example (OPTIONAL) [921].mp4
6.7 MB
2. R Programming/03 - Week 2/11 - Scoping Rules - Optimization Example (OPTIONAL) [921]/3 - 11 - Scoping Rules - Optimization Example (OPTIONAL) [921].srt
15.7 kB
2. R Programming/03 - Week 2/11 - Scoping Rules - Optimization Example (OPTIONAL) [921]/3 - 11 - Scoping Rules - Optimization Example (OPTIONAL) [921].txt
9.7 kB
2. R Programming/03 - Week 2/11 - Scoping Rules - Optimization Example (OPTIONAL) [921]/scoping_optimization.pdf
126.9 kB
2. R Programming/03 - Week 2/12 - Coding Standards [859]/3 - 12 - Coding Standards [859].mp4
15.5 MB
2. R Programming/03 - Week 2/12 - Coding Standards [859]/3 - 12 - Coding Standards [859].srt
16.4 kB
2. R Programming/03 - Week 2/12 - Coding Standards [859]/3 - 12 - Coding Standards [859].txt
10.0 kB
2. R Programming/03 - Week 2/12 - Coding Standards [859]/CodingStandard.pdf
48.8 kB
2. R Programming/03 - Week 2/12 - Coding Standards [859]/index.html
5.4 kB
2. R Programming/03 - Week 2/13 - Dates and Times [1029]/3 - 13 - Dates and Times [1029].mp4
12.4 MB
2. R Programming/03 - Week 2/13 - Dates and Times [1029]/3 - 13 - Dates and Times [1029].srt
16.3 kB
2. R Programming/03 - Week 2/13 - Dates and Times [1029]/3 - 13 - Dates and Times [1029].txt
9.9 kB
2. R Programming/03 - Week 2/13 - Dates and Times [1029]/Dates.pdf
86.2 kB
2. R Programming/03 - Week 2/13 - Dates and Times [1029]/index.html
9.4 kB
2. R Programming/04 - Week 3/01 - Loop Functions - lapply [923]/4 - 1 - Loop Functions - lapply [923].mp4
6.4 MB
2. R Programming/04 - Week 3/01 - Loop Functions - lapply [923]/4 - 1 - Loop Functions - lapply [923].srt
16.2 kB
2. R Programming/04 - Week 3/01 - Loop Functions - lapply [923]/4 - 1 - Loop Functions - lapply [923].txt
9.9 kB
2. R Programming/04 - Week 3/01 - Loop Functions - lapply [923]/index.html
9.3 kB
2. R Programming/04 - Week 3/01 - Loop Functions - lapply [923]/lapply.pdf
85.6 kB
2. R Programming/04 - Week 3/02 - Loop Functions - apply [721]/4 - 2 - Loop Functions - apply [721].mp4
5.2 MB
2. R Programming/04 - Week 3/02 - Loop Functions - apply [721]/4 - 2 - Loop Functions - apply [721].srt
12.5 kB
2. R Programming/04 - Week 3/02 - Loop Functions - apply [721]/4 - 2 - Loop Functions - apply [721].txt
7.7 kB
2. R Programming/04 - Week 3/02 - Loop Functions - apply [721]/apply.pdf
75.2 kB
2. R Programming/04 - Week 3/02 - Loop Functions - apply [721]/index.html
7.3 kB
2. R Programming/04 - Week 3/03 - Loop Functions - mapply [446]/4 - 3 - Loop Functions - mapply [446].mp4
3.4 MB
2. R Programming/04 - Week 3/03 - Loop Functions - mapply [446]/4 - 3 - Loop Functions - mapply [446].srt
7.7 kB
2. R Programming/04 - Week 3/03 - Loop Functions - mapply [446]/4 - 3 - Loop Functions - mapply [446].txt
4.8 kB
2. R Programming/04 - Week 3/03 - Loop Functions - mapply [446]/index.html
5.7 kB
2. R Programming/04 - Week 3/03 - Loop Functions - mapply [446]/mapply.pdf
65.0 kB
2. R Programming/04 - Week 3/04 - Loop Functions - tapply [317]/4 - 4 - Loop Functions - tapply [317].mp4
2.3 MB
2. R Programming/04 - Week 3/04 - Loop Functions - tapply [317]/4 - 4 - Loop Functions - tapply [317].srt
5.3 kB
2. R Programming/04 - Week 3/04 - Loop Functions - tapply [317]/4 - 4 - Loop Functions - tapply [317].txt
3.2 kB
2. R Programming/04 - Week 3/04 - Loop Functions - tapply [317]/index.html
10.6 kB
2. R Programming/04 - Week 3/04 - Loop Functions - tapply [317]/tapply.pdf
63.5 kB
2. R Programming/04 - Week 3/05 - Loop Functions - split [909]/4 - 5 - Loop Functions - split [909].mp4
6.5 MB
2. R Programming/04 - Week 3/05 - Loop Functions - split [909]/4 - 5 - Loop Functions - split [909].srt
15.7 kB
2. R Programming/04 - Week 3/05 - Loop Functions - split [909]/4 - 5 - Loop Functions - split [909].txt
9.6 kB
2. R Programming/04 - Week 3/05 - Loop Functions - split [909]/index.html
10.6 kB
2. R Programming/04 - Week 3/05 - Loop Functions - split [909]/split.pdf
58.1 kB
2. R Programming/04 - Week 3/06 - Debugging Tools - Diagnosing the Problem [1233]/4 - 6 - Debugging Tools - Diagnosing the Problem [1233].mp4
8.8 MB
2. R Programming/04 - Week 3/06 - Debugging Tools - Diagnosing the Problem [1233]/4 - 6 - Debugging Tools - Diagnosing the Problem [1233].srt
22.4 kB
2. R Programming/04 - Week 3/06 - Debugging Tools - Diagnosing the Problem [1233]/4 - 6 - Debugging Tools - Diagnosing the Problem [1233].txt
13.5 kB
2. R Programming/04 - Week 3/06 - Debugging Tools - Diagnosing the Problem [1233]/Debugging_problem.pdf
68.6 kB
2. R Programming/04 - Week 3/06 - Debugging Tools - Diagnosing the Problem [1233]/index.html
12.0 kB
2. R Programming/04 - Week 3/07 - Debugging Tools - Basic Tools [625]/4 - 7 - Debugging Tools - Basic Tools [625].mp4
5.2 MB
2. R Programming/04 - Week 3/07 - Debugging Tools - Basic Tools [625]/4 - 7 - Debugging Tools - Basic Tools [625].srt
11.8 kB
2. R Programming/04 - Week 3/07 - Debugging Tools - Basic Tools [625]/4 - 7 - Debugging Tools - Basic Tools [625].txt
7.3 kB
2. R Programming/04 - Week 3/07 - Debugging Tools - Basic Tools [625]/Debugging_tools.pdf
29.2 kB
2. R Programming/04 - Week 3/08 - Debugging Tools - Using the Tools [821]/4 - 8 - Debugging Tools - Using the Tools [821].mp4
5.6 MB
2. R Programming/04 - Week 3/08 - Debugging Tools - Using the Tools [821]/4 - 8 - Debugging Tools - Using the Tools [821].srt
15.2 kB
2. R Programming/04 - Week 3/08 - Debugging Tools - Using the Tools [821]/4 - 8 - Debugging Tools - Using the Tools [821].txt
9.2 kB
2. R Programming/04 - Week 3/08 - Debugging Tools - Using the Tools [821]/Debugging_using.pdf
48.4 kB
2. R Programming/05 - Week 4/01 - The str Function [608]/5 - 1 - The str Function [608].mp4
6.1 MB
2. R Programming/05 - Week 4/01 - The str Function [608]/5 - 1 - The str Function [608].srt
10.8 kB
2. R Programming/05 - Week 4/01 - The str Function [608]/5 - 1 - The str Function [608].txt
6.5 kB
2. R Programming/05 - Week 4/02 - Simulation - Generating Random Numbers [747]/5 - 2 - Simulation - Generating Random Numbers [747].mp4
5.6 MB
2. R Programming/05 - Week 4/02 - Simulation - Generating Random Numbers [747]/5 - 2 - Simulation - Generating Random Numbers [747].srt
13.8 kB
2. R Programming/05 - Week 4/02 - Simulation - Generating Random Numbers [747]/5 - 2 - Simulation - Generating Random Numbers [747].txt
8.4 kB
2. R Programming/05 - Week 4/02 - Simulation - Generating Random Numbers [747]/index.html
11.4 kB
2. R Programming/05 - Week 4/02 - Simulation - Generating Random Numbers [747]/simulation.pdf
232.6 kB
2. R Programming/05 - Week 4/03 - Simulation - Simulating a Linear Model [431]/5 - 3 - Simulation - Simulating a Linear Model [431].mp4
5.4 MB
2. R Programming/05 - Week 4/03 - Simulation - Simulating a Linear Model [431]/5 - 3 - Simulation - Simulating a Linear Model [431].srt
7.5 kB
2. R Programming/05 - Week 4/03 - Simulation - Simulating a Linear Model [431]/5 - 3 - Simulation - Simulating a Linear Model [431].txt
4.7 kB
2. R Programming/05 - Week 4/04 - Simulation - Random Sampling [237]/5 - 4 - Simulation - Random Sampling [237].mp4
3.1 MB
2. R Programming/05 - Week 4/04 - Simulation - Random Sampling [237]/5 - 4 - Simulation - Random Sampling [237].srt
4.2 kB
2. R Programming/05 - Week 4/04 - Simulation - Random Sampling [237]/5 - 4 - Simulation - Random Sampling [237].txt
2.7 kB
2. R Programming/05 - Week 4/05 - R Profiler (part 1) [1039]/5 - 5 - R Profiler (part 1) [1039].mp4
9.6 MB
2. R Programming/05 - Week 4/05 - R Profiler (part 1) [1039]/5 - 5 - R Profiler (part 1) [1039].srt
18.3 kB
2. R Programming/05 - Week 4/05 - R Profiler (part 1) [1039]/5 - 5 - R Profiler (part 1) [1039].txt
11.4 kB
2. R Programming/05 - Week 4/05 - R Profiler (part 1) [1039]/index.html
15.2 kB
2. R Programming/05 - Week 4/05 - R Profiler (part 1) [1039]/profiler.pdf
114.7 kB
2. R Programming/05 - Week 4/06 - R Profiler (part 2) [1026]/5 - 6 - R Profiler (part 2) [1026].mp4
11.8 MB
2. R Programming/05 - Week 4/06 - R Profiler (part 2) [1026]/5 - 6 - R Profiler (part 2) [1026].srt
18.1 kB
2. R Programming/05 - Week 4/06 - R Profiler (part 2) [1026]/5 - 6 - R Profiler (part 2) [1026].txt
11.2 kB
2. R Programming/index.html
29.5 kB
2. R Programming/lectures.html
129.4 kB
2. R Programming/materials.html
27.1 kB
3. Getting and Cleaning Data/01 - Week 1/01 - Obtaining Data Motivation (5-38)/01_01_obtainingDataMotivation.html
7.4 kB
3. Getting and Cleaning Data/01 - Week 1/01 - Obtaining Data Motivation (5-38)/01_01_obtainingDataMotivation.pdf
1.3 MB
3. Getting and Cleaning Data/01 - Week 1/01 - Obtaining Data Motivation (5-38)/1 - 1 - Obtaining Data Motivation (538).mp4
5.2 MB
3. Getting and Cleaning Data/01 - Week 1/01 - Obtaining Data Motivation (5-38)/1 - 1 - Obtaining Data Motivation (538).srt
10.2 kB
3. Getting and Cleaning Data/01 - Week 1/01 - Obtaining Data Motivation (5-38)/1 - 1 - Obtaining Data Motivation (538).txt
6.5 kB
3. Getting and Cleaning Data/01 - Week 1/02 - Raw and Processed Data (7-07)/01_02_rawAndProcessedData.html
7.5 kB
3. Getting and Cleaning Data/01 - Week 1/02 - Raw and Processed Data (7-07)/01_02_rawAndProcessedData.pdf
729.2 kB
3. Getting and Cleaning Data/01 - Week 1/02 - Raw and Processed Data (7-07)/1 - 2 - Raw and Processed Data (707).mp4
6.2 MB
3. Getting and Cleaning Data/01 - Week 1/02 - Raw and Processed Data (7-07)/1 - 2 - Raw and Processed Data (707).srt
12.1 kB
3. Getting and Cleaning Data/01 - Week 1/02 - Raw and Processed Data (7-07)/1 - 2 - Raw and Processed Data (707).txt
7.6 kB
3. Getting and Cleaning Data/01 - Week 1/03 - Components of Tidy Data (9-25)/01_03_componentsOfTidyData.html
8.3 kB
3. Getting and Cleaning Data/01 - Week 1/03 - Components of Tidy Data (9-25)/01_03_componentsOfTidyData.pdf
933.0 kB
3. Getting and Cleaning Data/01 - Week 1/03 - Components of Tidy Data (9-25)/1 - 3 - Components of Tidy Data (925).mp4
7.9 MB
3. Getting and Cleaning Data/01 - Week 1/03 - Components of Tidy Data (9-25)/1 - 3 - Components of Tidy Data (925).srt
16.7 kB
3. Getting and Cleaning Data/01 - Week 1/03 - Components of Tidy Data (9-25)/1 - 3 - Components of Tidy Data (925).txt
10.4 kB
3. Getting and Cleaning Data/01 - Week 1/04 - Downloading Files (7-09)/01_04_downLoadingFiles.html
7.7 kB
3. Getting and Cleaning Data/01 - Week 1/04 - Downloading Files (7-09)/01_04_downLoadingFiles.pdf
1.6 MB
3. Getting and Cleaning Data/01 - Week 1/04 - Downloading Files (7-09)/1 - 4 - Downloading Files (709).mp4
6.2 MB
3. Getting and Cleaning Data/01 - Week 1/04 - Downloading Files (7-09)/1 - 4 - Downloading Files (709).srt
11.7 kB
3. Getting and Cleaning Data/01 - Week 1/04 - Downloading Files (7-09)/1 - 4 - Downloading Files (709).txt
7.4 kB
3. Getting and Cleaning Data/01 - Week 1/05 - Reading Local Files (4-55)/01_05_readingLocalFiles.html
9.2 kB
3. Getting and Cleaning Data/01 - Week 1/05 - Reading Local Files (4-55)/01_05_readingLocalFiles.pdf
2.0 MB
3. Getting and Cleaning Data/01 - Week 1/05 - Reading Local Files (4-55)/1 - 5 - Reading Local Files (455).mp4
4.6 MB
3. Getting and Cleaning Data/01 - Week 1/05 - Reading Local Files (4-55)/1 - 5 - Reading Local Files (455).srt
7.7 kB
3. Getting and Cleaning Data/01 - Week 1/05 - Reading Local Files (4-55)/1 - 5 - Reading Local Files (455).txt
5.0 kB
3. Getting and Cleaning Data/01 - Week 1/06 - Reading Excel Files (3-55)/01_06_readingExcelFiles.html
7.9 kB
3. Getting and Cleaning Data/01 - Week 1/06 - Reading Excel Files (3-55)/01_06_readingExcelFiles.pdf
1.9 MB
3. Getting and Cleaning Data/01 - Week 1/06 - Reading Excel Files (3-55)/1 - 6 - Reading Excel Files (355).mp4
3.6 MB
3. Getting and Cleaning Data/01 - Week 1/06 - Reading Excel Files (3-55)/1 - 6 - Reading Excel Files (355).srt
6.8 kB
3. Getting and Cleaning Data/01 - Week 1/06 - Reading Excel Files (3-55)/1 - 6 - Reading Excel Files (355).txt
4.2 kB
3. Getting and Cleaning Data/01 - Week 1/07 - Reading XML (12-39)/01_07_readingXML.html
13.9 kB
3. Getting and Cleaning Data/01 - Week 1/07 - Reading XML (12-39)/01_07_readingXML.pdf
3.5 MB
3. Getting and Cleaning Data/01 - Week 1/07 - Reading XML (12-39)/1 - 7 - Reading XML (1239).mp4
12.1 MB
3. Getting and Cleaning Data/01 - Week 1/07 - Reading XML (12-39)/1 - 7 - Reading XML (1239).srt
21.2 kB
3. Getting and Cleaning Data/01 - Week 1/07 - Reading XML (12-39)/1 - 7 - Reading XML (1239).txt
12.9 kB
3. Getting and Cleaning Data/01 - Week 1/08 - Reading JSON (5-03)/01_08_readingJSON.html
44.6 kB
3. Getting and Cleaning Data/01 - Week 1/08 - Reading JSON (5-03)/01_08_readingJSON.pdf
1.7 MB
3. Getting and Cleaning Data/01 - Week 1/08 - Reading JSON (5-03)/1 - 8 - Reading JSON (503).mp4
4.8 MB
3. Getting and Cleaning Data/01 - Week 1/08 - Reading JSON (5-03)/1 - 8 - Reading JSON (503).srt
8.7 kB
3. Getting and Cleaning Data/01 - Week 1/08 - Reading JSON (5-03)/1 - 8 - Reading JSON (503).txt
5.4 kB
3. Getting and Cleaning Data/01 - Week 1/09 - The data.table Package (11-18)/01_09_dataTable.html
15.7 kB
3. Getting and Cleaning Data/01 - Week 1/09 - The data.table Package (11-18)/01_09_dataTable.pdf
2.3 MB
3. Getting and Cleaning Data/01 - Week 1/09 - The data.table Package (11-18)/1 - 9 - The data.table Package (1118).mp4
9.3 MB
3. Getting and Cleaning Data/01 - Week 1/09 - The data.table Package (11-18)/1 - 9 - The data.table Package (1118).srt
17.5 kB
3. Getting and Cleaning Data/01 - Week 1/09 - The data.table Package (11-18)/1 - 9 - The data.table Package (1118).txt
10.8 kB
3. Getting and Cleaning Data/01 - Week 1/09 - The data.table Package (11-18)/Getting-started.html
26.7 kB
3. Getting and Cleaning Data/02 - Week 2/01 - Reading from MySQL (14-44)/02_01_readingMySQL.html
18.3 kB
3. Getting and Cleaning Data/02 - Week 2/01 - Reading from MySQL (14-44)/02_01_readingMySQL.pdf
3.0 MB
3. Getting and Cleaning Data/02 - Week 2/01 - Reading from MySQL (14-44)/2 - 1 - Reading from MySQL (1444).mp4
12.8 MB
3. Getting and Cleaning Data/02 - Week 2/01 - Reading from MySQL (14-44)/2 - 1 - Reading from MySQL (1444).srt
25.1 kB
3. Getting and Cleaning Data/02 - Week 2/01 - Reading from MySQL (14-44)/2 - 1 - Reading from MySQL (1444).txt
15.7 kB
3. Getting and Cleaning Data/02 - Week 2/02 - Reading from HDF5 (6-45)/02_02_readingHDF5.html
9.3 kB
3. Getting and Cleaning Data/02 - Week 2/02 - Reading from HDF5 (6-45)/02_02_readingHDF5.pdf
1.2 MB
3. Getting and Cleaning Data/02 - Week 2/02 - Reading from HDF5 (6-45)/2 - 2 - Reading from HDF5 (645).mp4
5.7 MB
3. Getting and Cleaning Data/02 - Week 2/02 - Reading from HDF5 (6-45)/2 - 2 - Reading from HDF5 (645).srt
10.6 kB
3. Getting and Cleaning Data/02 - Week 2/02 - Reading from HDF5 (6-45)/2 - 2 - Reading from HDF5 (645).txt
6.6 kB
3. Getting and Cleaning Data/02 - Week 2/03 - Reading from The Web (6-47)/02_03_readingFromTheWeb.html
101.0 kB
3. Getting and Cleaning Data/02 - Week 2/03 - Reading from The Web (6-47)/02_03_readingFromTheWeb.pdf
1.4 MB
3. Getting and Cleaning Data/02 - Week 2/03 - Reading from The Web (6-47)/2 - 3 - Reading from The Web (647).mp4
5.9 MB
3. Getting and Cleaning Data/02 - Week 2/03 - Reading from The Web (6-47)/2 - 3 - Reading from The Web (647).srt
11.2 kB
3. Getting and Cleaning Data/02 - Week 2/03 - Reading from The Web (6-47)/2 - 3 - Reading from The Web (647).txt
7.0 kB
3. Getting and Cleaning Data/02 - Week 2/04 - Reading From APIs (7-57)/02_04_readingFromAPIs.html
7.7 kB
3. Getting and Cleaning Data/02 - Week 2/04 - Reading From APIs (7-57)/02_04_readingFromAPIs.pdf
1.2 MB
3. Getting and Cleaning Data/02 - Week 2/04 - Reading From APIs (7-57)/2 - 4 - Reading From APIs (757).mp4
6.7 MB
3. Getting and Cleaning Data/02 - Week 2/04 - Reading From APIs (7-57)/2 - 4 - Reading From APIs (757).srt
12.9 kB
3. Getting and Cleaning Data/02 - Week 2/04 - Reading From APIs (7-57)/2 - 4 - Reading From APIs (757).txt
8.1 kB
3. Getting and Cleaning Data/02 - Week 2/05 - Reading From Other Sources (4-44)/02_05_readingFromOtherSources.html
8.5 kB
3. Getting and Cleaning Data/02 - Week 2/05 - Reading From Other Sources (4-44)/02_05_readingFromOtherSources.pdf
765.3 kB
3. Getting and Cleaning Data/02 - Week 2/05 - Reading From Other Sources (4-44)/2 - 5 - Reading From Other Sources (444).mp4
4.1 MB
3. Getting and Cleaning Data/02 - Week 2/05 - Reading From Other Sources (4-44)/2 - 5 - Reading From Other Sources (444).srt
7.6 kB
3. Getting and Cleaning Data/02 - Week 2/05 - Reading From Other Sources (4-44)/2 - 5 - Reading From Other Sources (444).txt
4.7 kB
3. Getting and Cleaning Data/03 - Week 3/01 - Subsetting and Sorting (6-51)/03_01_subsettingAndSorting.html
8.5 kB
3. Getting and Cleaning Data/03 - Week 3/01 - Subsetting and Sorting (6-51)/03_01_subsettingAndSorting.pdf
802.8 kB
3. Getting and Cleaning Data/03 - Week 3/01 - Subsetting and Sorting (6-51)/3 - 1 - Subsetting and Sorting (651).mp4
5.2 MB
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4. Exploratory Data Analysis/05 - Week 4/02 - Air Pollution Case Study [4035]/5 - 2 - Air Pollution Case Study [4035].mp4
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4. Exploratory Data Analysis/index.html
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5. Reproducible Research/01 - Week 1/01 - Introduction/1 - 1 - Introduction.mp4
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5. Reproducible Research/01 - Week 1/02 - Reproducible Research Concepts and Ideas (part 1) [711]/1 - 3 - Reproducible Research Concepts and Ideas (part 1) [711].mp4
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5. Reproducible Research/01 - Week 1/05 - Scripting Your Analysis [436]/1 - 6 - Scripting Your Analysis [436].mp4
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5. Reproducible Research/01 - Week 1/07 - Structure of a Data Analysis (part 2) [1741]/1 - 8 - Structure of a Data Analysis (part 2) [1741].mp4
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5. Reproducible Research/02 - Week 2/01 - Coding Standards in R [859]/2 - 1 - Coding Standards in R [859].mp4
19.8 MB
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5. Reproducible Research/02 - Week 2/06 - knitr (part 2) [411]/2 - 6 - knitr (part 2) [411].mp4
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5. Reproducible Research/03 - Week 3/01 - Communicating Results [654]/3 - 1 - Communicating Results [654].mp4
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5. Reproducible Research/03 - Week 3/02 - RPubs [321]/3 - 2 - RPubs [321].mp4
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5. Reproducible Research/03 - Week 3/11 - Introduction to Peer Assessment 2/13396.html
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5. Reproducible Research/03 - Week 3/11 - Introduction to Peer Assessment 2/3 - 11 - Introduction to Peer Assessment 2.mp4
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5. Reproducible Research/04 - Week 4/01 - Caching Computations [1116]/4 - 1 - Caching Computations [1116].mp4
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5. Reproducible Research/04 - Week 4/02 - Case Study Air Pollution [1412]/4 - 2 - Case Study Air Pollution [1412].mp4
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5. Reproducible Research/04 - Week 4/02 - Case Study Air Pollution [1412]/RRCaseStudy.pdf
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5. Reproducible Research/04 - Week 4/03 - Case Study High Throughput Biology [3051]/4 - 3 - Case Study High Throughput Biology [3051].mp4
53.0 MB
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5. Reproducible Research/04 - Week 4/04 - Commentaries on Data Analysis/4 - 4 - Commentaries on Data Analysis.mp4
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5. Reproducible Research/04 - Week 4/04 - Commentaries on Data Analysis/PNAS-2015-Leek-1645-6.pdf
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5. Reproducible Research/04 - Week 4/04 - Commentaries on Data Analysis/Science-2015-Leek-science.aaa6146.pdf
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5. Reproducible Research/index.html
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5. Reproducible Research/lectures.html
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5. Reproducible Research/materials.html
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6. Statistical Inference/01 - First Week/02 - Brief note on new materials/1 - 2 - Brief note on new materials.mp4
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6. Statistical Inference/01 - First Week/03 - 02 01 Introduction to probability (6-13)/1 - 3 - 02 01 Introduction to probability (613).mp4
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6. Statistical Inference/01 - First Week/03 - 02 01 Introduction to probability (6-13)/1 - 3 - 02 01 Introduction to probability (613).txt
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6. Statistical Inference/01 - First Week/04 - 02 02 Probability mass functions (7-14)/1 - 4 - 02 02 Probability mass functions (714).mp4
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6. Statistical Inference/01 - First Week/04 - 02 02 Probability mass functions (7-14)/1 - 4 - 02 02 Probability mass functions (714).txt
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6. Statistical Inference/01 - First Week/05 - 02 03 Probability density functions (13-27)/1 - 5 - 02 03 Probability density functions (1327).mp4
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6. Statistical Inference/01 - First Week/06 - 03 01 Conditional Probability (3-23)/1 - 6 - 03 01 Conditional Probability (323).mp4
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6. Statistical Inference/01 - First Week/06 - 03 01 Conditional Probability (3-23)/1 - 6 - 03 01 Conditional Probability (323).srt
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6. Statistical Inference/01 - First Week/06 - 03 01 Conditional Probability (3-23)/1 - 6 - 03 01 Conditional Probability (323).txt
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6. Statistical Inference/01 - First Week/07 - 03 02 Bayes rule (7-52)/1 - 7 - 03 02 Bayes rule (752).mp4
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6. Statistical Inference/01 - First Week/07 - 03 02 Bayes rule (7-52)/1 - 7 - 03 02 Bayes rule (752).srt
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6. Statistical Inference/01 - First Week/07 - 03 02 Bayes rule (7-52)/1 - 7 - 03 02 Bayes rule (752).txt
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6. Statistical Inference/01 - First Week/08 - 03 03 Independence (3-04)/1 - 8 - 03 03 Independence (304).mp4
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6. Statistical Inference/01 - First Week/08 - 03 03 Independence (3-04)/1 - 8 - 03 03 Independence (304).srt
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6. Statistical Inference/01 - First Week/08 - 03 03 Independence (3-04)/1 - 8 - 03 03 Independence (304).txt
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6. Statistical Inference/01 - First Week/09 - 04 01 Expected values (5-14)/1 - 9 - 04 01 Expected values (514).mp4
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6. Statistical Inference/01 - First Week/09 - 04 01 Expected values (5-14)/1 - 9 - 04 01 Expected values (514).srt
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6. Statistical Inference/01 - First Week/09 - 04 01 Expected values (5-14)/1 - 9 - 04 01 Expected values (514).txt
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6. Statistical Inference/01 - First Week/10 - 04 02 Expected values, simple examples (2-12)/1 - 10 - 04 02 Expected values, simple examples (212).mp4
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6. Statistical Inference/01 - First Week/11 - 04 03 Expected values for PDFs (7-46)/1 - 11 - 04 03 Expected values for PDFs (746).mp4
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6. Statistical Inference/01 - First Week/11 - 04 03 Expected values for PDFs (7-46)/1 - 11 - 04 03 Expected values for PDFs (746).srt
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6. Statistical Inference/01 - First Week/11 - 04 03 Expected values for PDFs (7-46)/1 - 11 - 04 03 Expected values for PDFs (746).txt
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6. Statistical Inference/02 - Second Week/01 - 05 01 Introduction to variability (4-57)/2 - 1 - 05 01 Introduction to variability (457).mp4
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6. Statistical Inference/02 - Second Week/01 - 05 01 Introduction to variability (4-57)/2 - 1 - 05 01 Introduction to variability (457).srt
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6. Statistical Inference/02 - Second Week/01 - 05 01 Introduction to variability (4-57)/2 - 1 - 05 01 Introduction to variability (457).txt
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6. Statistical Inference/02 - Second Week/02 - 05 02 Variance simulation examples (2-46)/2 - 2 - 05 02 Variance simulation examples (246).mp4
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6. Statistical Inference/02 - Second Week/02 - 05 02 Variance simulation examples (2-46)/2 - 2 - 05 02 Variance simulation examples (246).txt
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6. Statistical Inference/02 - Second Week/03 - 05 03 Standard error of the mean (7-12)/2 - 3 - 05 03 Standard error of the mean (712).mp4
12.6 MB
6. Statistical Inference/02 - Second Week/03 - 05 03 Standard error of the mean (7-12)/2 - 3 - 05 03 Standard error of the mean (712).srt
11.2 kB
6. Statistical Inference/02 - Second Week/03 - 05 03 Standard error of the mean (7-12)/2 - 3 - 05 03 Standard error of the mean (712).txt
6.9 kB
6. Statistical Inference/02 - Second Week/04 - 05 04 Variance data example (3-33)/2 - 4 - 05 04 Variance data example (333).mp4
5.9 MB
6. Statistical Inference/02 - Second Week/04 - 05 04 Variance data example (3-33)/2 - 4 - 05 04 Variance data example (333).srt
5.5 kB
6. Statistical Inference/02 - Second Week/04 - 05 04 Variance data example (3-33)/2 - 4 - 05 04 Variance data example (333).txt
3.5 kB
6. Statistical Inference/02 - Second Week/05 - 06 01 Binomial distrubtion (3-02)/2 - 5 - 06 01 Binomial distrubtion (302).mp4
5.4 MB
6. Statistical Inference/02 - Second Week/05 - 06 01 Binomial distrubtion (3-02)/2 - 5 - 06 01 Binomial distrubtion (302).srt
4.5 kB
6. Statistical Inference/02 - Second Week/05 - 06 01 Binomial distrubtion (3-02)/2 - 5 - 06 01 Binomial distrubtion (302).txt
2.9 kB
6. Statistical Inference/02 - Second Week/06 - 06 02 Normal distribution (15-12)/2 - 6 - 06 02 Normal distribution (1512).mp4
24.5 MB
6. Statistical Inference/02 - Second Week/06 - 06 02 Normal distribution (15-12)/2 - 6 - 06 02 Normal distribution (1512).srt
19.7 kB
6. Statistical Inference/02 - Second Week/06 - 06 02 Normal distribution (15-12)/2 - 6 - 06 02 Normal distribution (1512).txt
12.2 kB
6. Statistical Inference/02 - Second Week/07 - 06 03 Poisson (6-08)/2 - 7 - 06 03 Poisson (608).mp4
9.5 MB
6. Statistical Inference/02 - Second Week/07 - 06 03 Poisson (6-08)/2 - 7 - 06 03 Poisson (608).srt
8.9 kB
6. Statistical Inference/02 - Second Week/07 - 06 03 Poisson (6-08)/2 - 7 - 06 03 Poisson (608).txt
5.5 kB
6. Statistical Inference/02 - Second Week/08 - 07 01 Asymptotics and LLN (4-28)/2 - 8 - 07 01 Asymptotics and LLN (428).mp4
7.3 MB
6. Statistical Inference/02 - Second Week/08 - 07 01 Asymptotics and LLN (4-28)/2 - 8 - 07 01 Asymptotics and LLN (428).srt
6.7 kB
6. Statistical Inference/02 - Second Week/08 - 07 01 Asymptotics and LLN (4-28)/2 - 8 - 07 01 Asymptotics and LLN (428).txt
4.3 kB
6. Statistical Inference/02 - Second Week/09 - 07 02 Asymptotics and the CLT (8-27)/2 - 9 - 07 02 Asymptotics and the CLT (827).mp4
13.2 MB
6. Statistical Inference/02 - Second Week/09 - 07 02 Asymptotics and the CLT (8-27)/2 - 9 - 07 02 Asymptotics and the CLT (827).srt
12.4 kB
6. Statistical Inference/02 - Second Week/09 - 07 02 Asymptotics and the CLT (8-27)/2 - 9 - 07 02 Asymptotics and the CLT (827).txt
7.8 kB
6. Statistical Inference/02 - Second Week/10 - 07 03 Asymptotics and confidence intervals (20-10)/2 - 10 - 07 03 Asymptotics and confidence intervals (2010).mp4
32.7 MB
6. Statistical Inference/02 - Second Week/10 - 07 03 Asymptotics and confidence intervals (20-10)/2 - 10 - 07 03 Asymptotics and confidence intervals (2010).srt
28.7 kB
6. Statistical Inference/02 - Second Week/10 - 07 03 Asymptotics and confidence intervals (20-10)/2 - 10 - 07 03 Asymptotics and confidence intervals (2010).txt
18.1 kB
6. Statistical Inference/03 - Third Week/01 - 08 01 T confidence intervals (9-12)/3 - 1 - 08 01 T confidence intervals (912).mp4
12.3 MB
6. Statistical Inference/03 - Third Week/02 - 08 02 T confidence intervals example (4-06)/3 - 2 - 08 02 T confidence intervals example (406).mp4
5.4 MB
6. Statistical Inference/03 - Third Week/03 - 08 03 Independent group T intervals (14-36)/3 - 3 - 08 03 Independent group T intervals (1436).mp4
22.1 MB
6. Statistical Inference/03 - Third Week/04 - 08 04 A note on unequal variance (3-29)/3 - 4 - 08 04 A note on unequal variance (329).mp4
5.1 MB
6. Statistical Inference/03 - Third Week/05 - 09 01 Hypothesis testing (4-17)/3 - 5 - 09 01 Hypothesis testing (417).mp4
6.9 MB
6. Statistical Inference/03 - Third Week/06 - 09 02 Example of choosing a rejection region (5-12)/3 - 6 - 09 02 Example of choosing a rejection region (512).mp4
8.0 MB
6. Statistical Inference/03 - Third Week/07 - 09 03 T tests (7-04)/3 - 7 - 09 03 T tests (704).mp4
9.1 MB
6. Statistical Inference/03 - Third Week/08 - 09 04 Two group testing (17-54)/3 - 8 - 09 04 Two group testing (1754).mp4
23.5 MB
6. Statistical Inference/03 - Third Week/09 - 10 01 Pvalues (7-50)/3 - 9 - 10 01 Pvalues (750).mp4
13.5 MB
6. Statistical Inference/03 - Third Week/10 - 10 02 Pvalue further examples (5-54)/3 - 10 - 10 02 Pvalue further examples (554).mp4
9.7 MB
6. Statistical Inference/04 - Fourth Week/01 - 11 01 Power (4-54)/4 - 1 - 11 01 Power (454).mp4
8.4 MB
6. Statistical Inference/04 - Fourth Week/02 - 11 02 Calculating Power (12-51)/4 - 2 - 11 02 Calculating Power (1251).mp4
18.7 MB
6. Statistical Inference/04 - Fourth Week/03 - 11 03 Notes on power (4-57)/4 - 3 - 11 03 Notes on power (457).mp4
7.4 MB
6. Statistical Inference/04 - Fourth Week/04 - 11 04 T test power (8-02)/4 - 4 - 11 04 T test power (802).mp4
12.2 MB
6. Statistical Inference/04 - Fourth Week/05 - 12 Multiple Comparisons (25-22)/4 - 5 - 12 Multiple Comparisons (2522).mp4
32.0 MB
6. Statistical Inference/04 - Fourth Week/05 - 12 Multiple Comparisons (25-22)/4 - 5 - 12 Multiple Comparisons (2522).srt
42.6 kB
6. Statistical Inference/04 - Fourth Week/05 - 12 Multiple Comparisons (25-22)/4 - 5 - 12 Multiple Comparisons (2522).txt
26.3 kB
6. Statistical Inference/04 - Fourth Week/05 - 12 Multiple Comparisons (25-22)/index.pdf
647.0 kB
6. Statistical Inference/04 - Fourth Week/06 - 13 01 Bootstrapping (7-10)/4 - 6 - 13 01 Bootstrapping (710).mp4
10.0 MB
6. Statistical Inference/04 - Fourth Week/07 - 13 02 Bootstrapping example (3-29)/4 - 7 - 13 02 Bootstrapping example (329).mp4
5.8 MB
6. Statistical Inference/04 - Fourth Week/08 - 13 03 Notes on the bootstrap (10-20)/4 - 8 - 13 03 Notes on the bootstrap (1020).mp4
14.0 MB
6. Statistical Inference/04 - Fourth Week/09 - 13 04 Permutation tests (9-07)/4 - 9 - 13 04 Permutation tests (907).mp4
11.6 MB
6. Statistical Inference/05 - Extra lectures/01 - Just enough knitr to do the project/9 - 1 - Just enough knitr to do the project.mp4
6.5 MB
6. Statistical Inference/05 - Extra lectures/01 - Just enough knitr to do the project/9 - 1 - Just enough knitr to do the project.srt
4.6 kB
6. Statistical Inference/05 - Extra lectures/01 - Just enough knitr to do the project/9 - 1 - Just enough knitr to do the project.txt
2.7 kB
6. Statistical Inference/06 - Homework Videos/01 - Homework 1/10 - 1 - Homework 1.mp4
29.0 MB
6. Statistical Inference/06 - Homework Videos/02 - Homework 2/10 - 2 - Homework 2.mp4
30.9 MB
6. Statistical Inference/06 - Homework Videos/03 - Homework 3/10 - 3 - Homework 3.mp4
22.8 MB
6. Statistical Inference/06 - Homework Videos/04 - Homework 4/10 - 4 - Homework 4.mp4
50.8 MB
6. Statistical Inference/index.html
44.1 kB
6. Statistical Inference/lectures.html
77.8 kB
6. Statistical Inference/materials.html
59.1 kB
7. Regression Models/01 - Week 1/01 - 01_01_a Introduction to regression (4-10)/01_01.pdf
486.9 kB
7. Regression Models/01 - Week 1/01 - 01_01_a Introduction to regression (4-10)/1 - 1 - 01_01_a Introduction to regression (410).mp4
5.8 MB
7. Regression Models/01 - Week 1/01 - 01_01_a Introduction to regression (4-10)/1 - 1 - 01_01_a Introduction to regression (410).srt
6.8 kB
7. Regression Models/01 - Week 1/01 - 01_01_a Introduction to regression (4-10)/1 - 1 - 01_01_a Introduction to regression (410).txt
4.2 kB
7. Regression Models/01 - Week 1/02 - 01_01_b Basic least squares (5-41)/1 - 2 - 01_01_b Basic least squares (541).mp4
7.5 MB
7. Regression Models/01 - Week 1/02 - 01_01_b Basic least squares (5-41)/1 - 2 - 01_01_b Basic least squares (541).srt
8.9 kB
7. Regression Models/01 - Week 1/02 - 01_01_b Basic least squares (5-41)/1 - 2 - 01_01_b Basic least squares (541).txt
5.3 kB
7. Regression Models/01 - Week 1/03 - 01_01_c Least squares continued (5-38)/1 - 3 - 01_01_c Least squares continued (538).mp4
7.8 MB
7. Regression Models/01 - Week 1/03 - 01_01_c Least squares continued (5-38)/1 - 3 - 01_01_c Least squares continued (538).srt
8.7 kB
7. Regression Models/01 - Week 1/03 - 01_01_c Least squares continued (5-38)/1 - 3 - 01_01_c Least squares continued (538).txt
5.2 kB
7. Regression Models/01 - Week 1/04 - 01_01_d Regression through the origin (7-37)/1 - 4 - 01_01_d Regression through the origin (737).mp4
10.2 MB
7. Regression Models/01 - Week 1/04 - 01_01_d Regression through the origin (7-37)/1 - 4 - 01_01_d Regression through the origin (737).srt
11.9 kB
7. Regression Models/01 - Week 1/04 - 01_01_d Regression through the origin (7-37)/1 - 4 - 01_01_d Regression through the origin (737).txt
7.1 kB
7. Regression Models/01 - Week 1/05 - 01_02_a Basic Notation and Background (3-26)/01_02.pdf
130.7 kB
7. Regression Models/01 - Week 1/05 - 01_02_a Basic Notation and Background (3-26)/1 - 5 - 01_02_a Basic Notation and Background (326).mp4
4.5 MB
7. Regression Models/01 - Week 1/05 - 01_02_a Basic Notation and Background (3-26)/1 - 5 - 01_02_a Basic Notation and Background (326).srt
4.4 kB
7. Regression Models/01 - Week 1/05 - 01_02_a Basic Notation and Background (3-26)/1 - 5 - 01_02_a Basic Notation and Background (326).txt
2.8 kB
7. Regression Models/01 - Week 1/06 - 01_02_b Normalization and Correlation (5-22)/1 - 6 - 01_02_b Normalization and Correlation (522).mp4
7.1 MB
7. Regression Models/01 - Week 1/06 - 01_02_b Normalization and Correlation (5-22)/1 - 6 - 01_02_b Normalization and Correlation (522).srt
7.5 kB
7. Regression Models/01 - Week 1/06 - 01_02_b Normalization and Correlation (5-22)/1 - 6 - 01_02_b Normalization and Correlation (522).txt
4.7 kB
7. Regression Models/01 - Week 1/07 - 01_03_a Linear Least Squares (6-01)/01_03.pdf
189.5 kB
7. Regression Models/01 - Week 1/07 - 01_03_a Linear Least Squares (6-01)/1 - 7 - 01_03_a Linear Least Squares (601).mp4
7.6 MB
7. Regression Models/01 - Week 1/07 - 01_03_a Linear Least Squares (6-01)/1 - 7 - 01_03_a Linear Least Squares (601).srt
8.2 kB
7. Regression Models/01 - Week 1/07 - 01_03_a Linear Least Squares (6-01)/1 - 7 - 01_03_a Linear Least Squares (601).txt
5.2 kB
7. Regression Models/01 - Week 1/08 - 01_03_b Linear Least Squares Special Cases (4-22)/1 - 8 - 01_03_b Linear Least Squares Special Cases (422).mp4
5.5 MB
7. Regression Models/01 - Week 1/08 - 01_03_b Linear Least Squares Special Cases (4-22)/1 - 8 - 01_03_b Linear Least Squares Special Cases (422).srt
5.4 kB
7. Regression Models/01 - Week 1/08 - 01_03_b Linear Least Squares Special Cases (4-22)/1 - 8 - 01_03_b Linear Least Squares Special Cases (422).txt
3.2 kB
7. Regression Models/01 - Week 1/09 - 01_03_c Linear Least Squares Solved (11-33)/1 - 9 - 01_03_c Linear Least Squares Solved (1133).mp4
15.1 MB
7. Regression Models/01 - Week 1/09 - 01_03_c Linear Least Squares Solved (11-33)/1 - 9 - 01_03_c Linear Least Squares Solved (1133).srt
14.5 kB
7. Regression Models/01 - Week 1/09 - 01_03_c Linear Least Squares Solved (11-33)/1 - 9 - 01_03_c Linear Least Squares Solved (1133).txt
8.6 kB
7. Regression Models/01 - Week 1/10 - 01_04_a Regression to the Mean (3-46)/01_04.pdf
151.0 kB
7. Regression Models/01 - Week 1/10 - 01_04_a Regression to the Mean (3-46)/1 - 10 - 01_04_a Regression to the Mean (346).mp4
5.3 MB
7. Regression Models/01 - Week 1/10 - 01_04_a Regression to the Mean (3-46)/1 - 10 - 01_04_a Regression to the Mean (346).srt
6.0 kB
7. Regression Models/01 - Week 1/10 - 01_04_a Regression to the Mean (3-46)/1 - 10 - 01_04_a Regression to the Mean (346).txt
3.6 kB
7. Regression Models/01 - Week 1/11 - 01_04_b Regression to the Mean Example (10-46)/1 - 11 - 01_04_b Regression to the Mean Example (1046).mp4
14.6 MB
7. Regression Models/01 - Week 1/11 - 01_04_b Regression to the Mean Example (10-46)/1 - 11 - 01_04_b Regression to the Mean Example (1046).srt
15.0 kB
7. Regression Models/01 - Week 1/11 - 01_04_b Regression to the Mean Example (10-46)/1 - 11 - 01_04_b Regression to the Mean Example (1046).txt
9.2 kB
7. Regression Models/02 - Week 2/01 - 01_05_a Statistical Linear Regression Models (5-58)/01_05.pdf
216.1 kB
7. Regression Models/02 - Week 2/01 - 01_05_a Statistical Linear Regression Models (5-58)/2 - 1 - 01_05_a Statistical Linear Regression Models (558).mp4
7.8 MB
7. Regression Models/02 - Week 2/01 - 01_05_a Statistical Linear Regression Models (5-58)/2 - 1 - 01_05_a Statistical Linear Regression Models (558).srt
8.6 kB
7. Regression Models/02 - Week 2/01 - 01_05_a Statistical Linear Regression Models (5-58)/2 - 1 - 01_05_a Statistical Linear Regression Models (558).txt
5.4 kB
7. Regression Models/02 - Week 2/02 - 01_05_b Interpreting Regression Coefficients (6-28)/2 - 2 - 01_05_b Interpreting Regression Coefficients (628).mp4
8.8 MB
7. Regression Models/02 - Week 2/02 - 01_05_b Interpreting Regression Coefficients (6-28)/2 - 2 - 01_05_b Interpreting Regression Coefficients (628).srt
8.5 kB
7. Regression Models/02 - Week 2/02 - 01_05_b Interpreting Regression Coefficients (6-28)/2 - 2 - 01_05_b Interpreting Regression Coefficients (628).txt
5.0 kB
7. Regression Models/02 - Week 2/03 - 01_05_c Statistical Regression Models Examples (6-00)/2 - 3 - 01_05_c Statistical Regression Models Examples (600).mp4
7.9 MB
7. Regression Models/02 - Week 2/03 - 01_05_c Statistical Regression Models Examples (6-00)/2 - 3 - 01_05_c Statistical Regression Models Examples (600).srt
8.7 kB
7. Regression Models/02 - Week 2/03 - 01_05_c Statistical Regression Models Examples (6-00)/2 - 3 - 01_05_c Statistical Regression Models Examples (600).txt
5.1 kB
7. Regression Models/02 - Week 2/04 - 01_06_a Residuals (2-51)/01_06.pdf
236.2 kB
7. Regression Models/02 - Week 2/04 - 01_06_a Residuals (2-51)/2 - 4 - 01_06_a Residuals (251).mp4
3.7 MB
7. Regression Models/02 - Week 2/04 - 01_06_a Residuals (2-51)/2 - 4 - 01_06_a Residuals (251).srt
3.9 kB
7. Regression Models/02 - Week 2/04 - 01_06_a Residuals (2-51)/2 - 4 - 01_06_a Residuals (251).txt
2.4 kB
7. Regression Models/02 - Week 2/05 - 01_06_b Properties of Residuals (8-48)/2 - 5 - 01_06_b Properties of Residuals (848).mp4
11.6 MB
7. Regression Models/02 - Week 2/05 - 01_06_b Properties of Residuals (8-48)/2 - 5 - 01_06_b Properties of Residuals (848).srt
12.9 kB
7. Regression Models/02 - Week 2/05 - 01_06_b Properties of Residuals (8-48)/2 - 5 - 01_06_b Properties of Residuals (848).txt
7.6 kB
7. Regression Models/02 - Week 2/06 - 01_06_c Residual Variation (11-20)/2 - 6 - 01_06_c Residual Variation (1120).mp4
14.8 MB
7. Regression Models/02 - Week 2/06 - 01_06_c Residual Variation (11-20)/2 - 6 - 01_06_c Residual Variation (1120).srt
14.3 kB
7. Regression Models/02 - Week 2/06 - 01_06_c Residual Variation (11-20)/2 - 6 - 01_06_c Residual Variation (1120).txt
8.8 kB
7. Regression Models/02 - Week 2/07 - 01_07_a Inference in Regression (1-28)/01_07.pdf
237.4 kB
7. Regression Models/02 - Week 2/07 - 01_07_a Inference in Regression (1-28)/2 - 7 - 01_07_a Inference in Regression (128).mp4
1.8 MB
7. Regression Models/02 - Week 2/07 - 01_07_a Inference in Regression (1-28)/2 - 7 - 01_07_a Inference in Regression (128).srt
2.0 kB
7. Regression Models/02 - Week 2/07 - 01_07_a Inference in Regression (1-28)/2 - 7 - 01_07_a Inference in Regression (128).txt
1.2 kB
7. Regression Models/02 - Week 2/08 - 01_07_b T Tests for Regression Coefficients (12-33)/2 - 8 - 01_07_b T Tests for Regression Coefficients (1233).mp4
17.1 MB
7. Regression Models/02 - Week 2/08 - 01_07_b T Tests for Regression Coefficients (12-33)/2 - 8 - 01_07_b T Tests for Regression Coefficients (1233).srt
17.0 kB
7. Regression Models/02 - Week 2/08 - 01_07_b T Tests for Regression Coefficients (12-33)/2 - 8 - 01_07_b T Tests for Regression Coefficients (1233).txt
10.2 kB
7. Regression Models/02 - Week 2/09 - 01_07_c Prediction Intervals (14-13)/2 - 9 - 01_07_c Prediction Intervals (1413).mp4
19.9 MB
7. Regression Models/02 - Week 2/09 - 01_07_c Prediction Intervals (14-13)/2 - 9 - 01_07_c Prediction Intervals (1413).srt
21.9 kB
7. Regression Models/02 - Week 2/09 - 01_07_c Prediction Intervals (14-13)/2 - 9 - 01_07_c Prediction Intervals (1413).txt
13.1 kB
7. Regression Models/02 - Week 2/10 - 02_01_a Multivariate Regression (2-47)/02_01.pdf
501.1 kB
7. Regression Models/02 - Week 2/10 - 02_01_a Multivariate Regression (2-47)/2 - 10 - 02_01_a Multivariate Regression (247).mp4
3.9 MB
7. Regression Models/02 - Week 2/10 - 02_01_a Multivariate Regression (2-47)/2 - 10 - 02_01_a Multivariate Regression (247).srt
4.3 kB
7. Regression Models/02 - Week 2/10 - 02_01_a Multivariate Regression (2-47)/2 - 10 - 02_01_a Multivariate Regression (247).txt
2.6 kB
7. Regression Models/02 - Week 2/11 - 02_01_b Multivariable Least Squares (12-59)/2 - 11 - 02_01_b Multivariable Least Squares (1259).mp4
17.0 MB
7. Regression Models/02 - Week 2/11 - 02_01_b Multivariable Least Squares (12-59)/2 - 11 - 02_01_b Multivariable Least Squares (1259).srt
15.4 kB
7. Regression Models/02 - Week 2/11 - 02_01_b Multivariable Least Squares (12-59)/2 - 11 - 02_01_b Multivariable Least Squares (1259).txt
9.0 kB
7. Regression Models/02 - Week 2/12 - 02_01_c More Multivariable Least Squares (8-35)/2 - 12 - 02_01_c More Multivariable Least Squares (835).mp4
12.4 MB
7. Regression Models/02 - Week 2/12 - 02_01_c More Multivariable Least Squares (8-35)/2 - 12 - 02_01_c More Multivariable Least Squares (835).srt
11.3 kB
7. Regression Models/02 - Week 2/12 - 02_01_c More Multivariable Least Squares (8-35)/2 - 12 - 02_01_c More Multivariable Least Squares (835).txt
6.7 kB
7. Regression Models/02 - Week 2/13 - 02_01_d Multivariable Linear Models Interpretation (9-46)/2 - 13 - 02_01_d Multivariable Linear Models Interpretation (946).mp4
13.3 MB
7. Regression Models/02 - Week 2/13 - 02_01_d Multivariable Linear Models Interpretation (9-46)/2 - 13 - 02_01_d Multivariable Linear Models Interpretation (946).srt
14.9 kB
7. Regression Models/02 - Week 2/13 - 02_01_d Multivariable Linear Models Interpretation (9-46)/2 - 13 - 02_01_d Multivariable Linear Models Interpretation (946).txt
9.0 kB
7. Regression Models/03 - Week 3/01 - 02_02_a Multivariable regression examples (14-38)/02_02.pdf
1.7 MB
7. Regression Models/03 - Week 3/01 - 02_02_a Multivariable regression examples (14-38)/3 - 1 - 02_02_a Multivariable regression examples (1438).mp4
20.4 MB
7. Regression Models/03 - Week 3/01 - 02_02_a Multivariable regression examples (14-38)/3 - 1 - 02_02_a Multivariable regression examples (1438).srt
19.2 kB
7. Regression Models/03 - Week 3/01 - 02_02_a Multivariable regression examples (14-38)/3 - 1 - 02_02_a Multivariable regression examples (1438).txt
11.5 kB
7. Regression Models/03 - Week 3/02 - 02_02_b Dummy variables (27-08)/3 - 2 - 02_02_b Dummy variables (2708).mp4
36.9 MB
7. Regression Models/03 - Week 3/02 - 02_02_b Dummy variables (27-08)/3 - 2 - 02_02_b Dummy variables (2708).srt
37.6 kB
7. Regression Models/03 - Week 3/02 - 02_02_b Dummy variables (27-08)/3 - 2 - 02_02_b Dummy variables (2708).txt
22.4 kB
7. Regression Models/03 - Week 3/03 - 02_02_c Interactions (26-29)/3 - 3 - 02_02_c Interactions (2629).mp4
36.1 MB
7. Regression Models/03 - Week 3/03 - 02_02_c Interactions (26-29)/3 - 3 - 02_02_c Interactions (2629).srt
34.6 kB
7. Regression Models/03 - Week 3/03 - 02_02_c Interactions (26-29)/3 - 3 - 02_02_c Interactions (2629).txt
20.1 kB
7. Regression Models/03 - Week 3/04 - 02_03_a Multivariable simulation exercises (5-42)/02_03.pdf
314.2 kB
7. Regression Models/03 - Week 3/04 - 02_03_a Multivariable simulation exercises (5-42)/3 - 4 - 02_03_a Multivariable simulation exercises (542).mp4
7.9 MB
7. Regression Models/03 - Week 3/04 - 02_03_a Multivariable simulation exercises (5-42)/3 - 4 - 02_03_a Multivariable simulation exercises (542).srt
7.3 kB
7. Regression Models/03 - Week 3/04 - 02_03_a Multivariable simulation exercises (5-42)/3 - 4 - 02_03_a Multivariable simulation exercises (542).txt
4.2 kB
7. Regression Models/03 - Week 3/05 - 02_03_b More simulation exercises (3-53)/3 - 5 - 02_03_b More simulation exercises (353).mp4
5.1 MB
7. Regression Models/03 - Week 3/05 - 02_03_b More simulation exercises (3-53)/3 - 5 - 02_03_b More simulation exercises (353).srt
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7. Regression Models/03 - Week 3/05 - 02_03_b More simulation exercises (3-53)/3 - 5 - 02_03_b More simulation exercises (353).txt
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7. Regression Models/03 - Week 3/06 - 02_03_c More simulation examples 2 (2-52)/3 - 6 - 02_03_c More simulation examples 2 (252).mp4
3.7 MB
7. Regression Models/03 - Week 3/06 - 02_03_c More simulation examples 2 (2-52)/3 - 6 - 02_03_c More simulation examples 2 (252).srt
4.1 kB
7. Regression Models/03 - Week 3/06 - 02_03_c More simulation examples 2 (2-52)/3 - 6 - 02_03_c More simulation examples 2 (252).txt
2.3 kB
7. Regression Models/03 - Week 3/07 - 02_03_d Simulation examples finished (4-22)/3 - 7 - 02_03_d Simulation examples finished (422).mp4
6.0 MB
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5.8 kB
7. Regression Models/03 - Week 3/07 - 02_03_d Simulation examples finished (4-22)/3 - 7 - 02_03_d Simulation examples finished (422).txt
3.6 kB
7. Regression Models/03 - Week 3/08 - 02_04_a Residuals (4-48)/02_04.pdf
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8. Practical Machine Learning/02 - Week 2/01 - Caret package (6-16)/010caretPackage.pdf
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8. Practical Machine Learning/02 - Week 2/08 - Predicting with Regression (12-22)/2 - 8 - Predicting with Regression (1222).srt
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8. Practical Machine Learning/02 - Week 2/08 - Predicting with Regression (12-22)/datasciencespecialization.github.io_courses_08_PracticalMachineLearning_017predictingWithRegression.html
11.3 kB
8. Practical Machine Learning/02 - Week 2/09 - Predicting with Regression Multiple Covariates (11-12)/018predictingWithRegressionMC.pdf
1.9 MB
8. Practical Machine Learning/02 - Week 2/09 - Predicting with Regression Multiple Covariates (11-12)/2 - 9 - Predicting with Regression Multiple Covariates (1112).mp4
15.2 MB
8. Practical Machine Learning/02 - Week 2/09 - Predicting with Regression Multiple Covariates (11-12)/2 - 9 - Predicting with Regression Multiple Covariates (1112).srt
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8. Practical Machine Learning/02 - Week 2/09 - Predicting with Regression Multiple Covariates (11-12)/2 - 9 - Predicting with Regression Multiple Covariates (1112).txt
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8. Practical Machine Learning/02 - Week 2/09 - Predicting with Regression Multiple Covariates (11-12)/datasciencespecialization.github.io_courses_08_PracticalMachineLearning_018predictingWithRegressionMC.html
14.1 kB
8. Practical Machine Learning/03 - Week 3/01 - Predicting with trees (12-51)/019predictingWithTrees.pdf
1.7 MB
8. Practical Machine Learning/03 - Week 3/01 - Predicting with trees (12-51)/3 - 1 - Predicting with trees (1251).mp4
17.0 MB
8. Practical Machine Learning/03 - Week 3/01 - Predicting with trees (12-51)/3 - 1 - Predicting with trees (1251).srt
20.9 kB
8. Practical Machine Learning/03 - Week 3/01 - Predicting with trees (12-51)/3 - 1 - Predicting with trees (1251).txt
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8. Practical Machine Learning/03 - Week 3/01 - Predicting with trees (12-51)/datasciencespecialization.github.io_courses_08_PracticalMachineLearning_019predictingWithTrees.html
14.4 kB
8. Practical Machine Learning/03 - Week 3/02 - Bagging (9-13)/020bagging.pdf
1.6 MB
8. Practical Machine Learning/03 - Week 3/02 - Bagging (9-13)/3 - 2 - Bagging (913).mp4
12.0 MB
8. Practical Machine Learning/03 - Week 3/02 - Bagging (9-13)/3 - 2 - Bagging (913).srt
15.1 kB
8. Practical Machine Learning/03 - Week 3/02 - Bagging (9-13)/3 - 2 - Bagging (913).txt
9.4 kB
8. Practical Machine Learning/03 - Week 3/02 - Bagging (9-13)/datasciencespecialization.github.io_courses_08_PracticalMachineLearning_020bagging.html
11.8 kB
8. Practical Machine Learning/03 - Week 3/03 - Random Forests (6-49)/021randomForests.pdf
1.4 MB
8. Practical Machine Learning/03 - Week 3/03 - Random Forests (6-49)/3 - 3 - Random Forests (649).mp4
9.2 MB
8. Practical Machine Learning/03 - Week 3/03 - Random Forests (6-49)/3 - 3 - Random Forests (649).srt
11.8 kB
8. Practical Machine Learning/03 - Week 3/03 - Random Forests (6-49)/3 - 3 - Random Forests (649).txt
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8. Practical Machine Learning/03 - Week 3/03 - Random Forests (6-49)/datasciencespecialization.github.io_courses_08_PracticalMachineLearning_021randomForests.html
9.8 kB
8. Practical Machine Learning/03 - Week 3/04 - Boosting (7-08)/022boosting.pdf
1.2 MB
8. Practical Machine Learning/03 - Week 3/04 - Boosting (7-08)/3 - 4 - Boosting (708).mp4
9.5 MB
8. Practical Machine Learning/03 - Week 3/04 - Boosting (7-08)/3 - 4 - Boosting (708).srt
11.9 kB
8. Practical Machine Learning/03 - Week 3/04 - Boosting (7-08)/3 - 4 - Boosting (708).txt
7.4 kB
8. Practical Machine Learning/03 - Week 3/04 - Boosting (7-08)/datasciencespecialization.github.io_courses_08_PracticalMachineLearning_022boosting.html
12.5 kB
8. Practical Machine Learning/03 - Week 3/05 - Model Based Prediction (11-39)/023modelBasedPrediction.pdf
1.3 MB
8. Practical Machine Learning/03 - Week 3/05 - Model Based Prediction (11-39)/3 - 5 - Model Based Prediction (1139).mp4
15.3 MB
8. Practical Machine Learning/03 - Week 3/05 - Model Based Prediction (11-39)/3 - 5 - Model Based Prediction (1139).srt
19.4 kB
8. Practical Machine Learning/03 - Week 3/05 - Model Based Prediction (11-39)/3 - 5 - Model Based Prediction (1139).txt
11.9 kB
8. Practical Machine Learning/03 - Week 3/05 - Model Based Prediction (11-39)/datasciencespecialization.github.io_courses_08_PracticalMachineLearning_023modelBasedPrediction.html
12.4 kB
8. Practical Machine Learning/04 - Week 4/01 - Regularized regression (13-20)/024regularizedRegression.pdf
1.8 MB
8. Practical Machine Learning/04 - Week 4/01 - Regularized regression (13-20)/4 - 1 - Regularized regression (1320).mp4
17.6 MB
8. Practical Machine Learning/04 - Week 4/01 - Regularized regression (13-20)/4 - 1 - Regularized regression (1320).srt
21.7 kB
8. Practical Machine Learning/04 - Week 4/01 - Regularized regression (13-20)/4 - 1 - Regularized regression (1320).txt
13.3 kB
8. Practical Machine Learning/04 - Week 4/01 - Regularized regression (13-20)/datasciencespecialization.github.io_courses_08_PracticalMachineLearning_024regularizedRegression.html
15.9 kB
8. Practical Machine Learning/04 - Week 4/02 - Combining predictors (7-11)/025combiningPredictors.pdf
1.8 MB
8. Practical Machine Learning/04 - Week 4/02 - Combining predictors (7-11)/4 - 2 - Combining predictors (711).mp4
9.8 MB
8. Practical Machine Learning/04 - Week 4/02 - Combining predictors (7-11)/4 - 2 - Combining predictors (711).srt
11.1 kB
8. Practical Machine Learning/04 - Week 4/02 - Combining predictors (7-11)/4 - 2 - Combining predictors (711).txt
6.9 kB
8. Practical Machine Learning/04 - Week 4/02 - Combining predictors (7-11)/datasciencespecialization.github.io_courses_08_PracticalMachineLearning_025combiningPredictors.html
13.5 kB
8. Practical Machine Learning/04 - Week 4/03 - Forecasting/027forecasting.pdf
1.9 MB
8. Practical Machine Learning/04 - Week 4/03 - Forecasting/4 - 3 - Forecasting.mp4
11.1 MB
8. Practical Machine Learning/04 - Week 4/03 - Forecasting/4 - 3 - Forecasting.srt
12.5 kB
8. Practical Machine Learning/04 - Week 4/03 - Forecasting/4 - 3 - Forecasting.txt
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8. Practical Machine Learning/04 - Week 4/03 - Forecasting/datasciencespecialization.github.io_courses_08_PracticalMachineLearning_027forecasting.html
12.3 kB
8. Practical Machine Learning/04 - Week 4/04 - Unsupervised Prediction (4-24)/026unsupervisedPrediction.pdf
753.5 kB
8. Practical Machine Learning/04 - Week 4/04 - Unsupervised Prediction (4-24)/4 - 4 - Unsupervised Prediction (424).mp4
5.7 MB
8. Practical Machine Learning/04 - Week 4/04 - Unsupervised Prediction (4-24)/4 - 4 - Unsupervised Prediction (424).srt
7.4 kB
8. Practical Machine Learning/04 - Week 4/04 - Unsupervised Prediction (4-24)/4 - 4 - Unsupervised Prediction (424).txt
4.6 kB
8. Practical Machine Learning/04 - Week 4/04 - Unsupervised Prediction (4-24)/datasciencespecialization.github.io_courses_08_PracticalMachineLearning_026unsupervisedPrediction.html
7.3 kB
8. Practical Machine Learning/index.html
32.4 kB
8. Practical Machine Learning/lectures.html
82.8 kB
8. Practical Machine Learning/materials.html
43.6 kB
9. Developing Data Products/01 - Week 1/01 - Introduction to Data Products (1-05)/2 - 1 - Introduction to Data Products (105).mp4
1.4 MB
9. Developing Data Products/01 - Week 1/01 - Introduction to Data Products (1-05)/2 - 1 - Introduction to Data Products (105).srt
1.5 kB
9. Developing Data Products/01 - Week 1/01 - Introduction to Data Products (1-05)/2 - 1 - Introduction to Data Products (105).txt
890 Bytes
9. Developing Data Products/01 - Week 1/02 - Motivating Shiny (1-49)/2 - 2 - Motivating Shiny (149).mp4
3.6 MB
9. Developing Data Products/01 - Week 1/02 - Motivating Shiny (1-49)/2 - 2 - Motivating Shiny (149).srt
2.7 kB
9. Developing Data Products/01 - Week 1/02 - Motivating Shiny (1-49)/2 - 2 - Motivating Shiny (149).txt
1.6 kB
9. Developing Data Products/01 - Week 1/03 - Shiny 1 Introduction to Shiny (8-36)/2 - 3 - Shiny 1 Introduction to Shiny (836).mp4
11.4 MB
9. Developing Data Products/01 - Week 1/03 - Shiny 1 Introduction to Shiny (8-36)/2 - 3 - Shiny 1 Introduction to Shiny (836).srt
12.8 kB
9. Developing Data Products/01 - Week 1/03 - Shiny 1 Introduction to Shiny (8-36)/2 - 3 - Shiny 1 Introduction to Shiny (836).txt
7.9 kB
9. Developing Data Products/01 - Week 1/03 - Shiny 1 Introduction to Shiny (8-36)/shiny.pdf
395.5 kB
9. Developing Data Products/01 - Week 1/04 - Shiny 2 basic html and getting input (4-56)/2 - 4 - Shiny 2 basic html and getting input (456).mp4
6.3 MB
9. Developing Data Products/01 - Week 1/04 - Shiny 2 basic html and getting input (4-56)/2 - 4 - Shiny 2 basic html and getting input (456).srt
7.2 kB
9. Developing Data Products/01 - Week 1/04 - Shiny 2 basic html and getting input (4-56)/2 - 4 - Shiny 2 basic html and getting input (456).txt
4.2 kB
9. Developing Data Products/01 - Week 1/05 - Shiny 3 Creating a very basic prediction function (4-12)/2 - 5 - Shiny 3 Creating a very basic prediction function (412).mp4
5.3 MB
9. Developing Data Products/01 - Week 1/05 - Shiny 3 Creating a very basic prediction function (4-12)/2 - 5 - Shiny 3 Creating a very basic prediction function (412).srt
6.2 kB
9. Developing Data Products/01 - Week 1/05 - Shiny 3 Creating a very basic prediction function (4-12)/2 - 5 - Shiny 3 Creating a very basic prediction function (412).txt
3.8 kB
9. Developing Data Products/01 - Week 1/06 - Shiny 4 Working with images (2-39)/2 - 6 - Shiny 4 Working with images (239).mp4
3.3 MB
9. Developing Data Products/01 - Week 1/06 - Shiny 4 Working with images (2-39)/2 - 6 - Shiny 4 Working with images (239).srt
3.7 kB
9. Developing Data Products/01 - Week 1/06 - Shiny 4 Working with images (2-39)/2 - 6 - Shiny 4 Working with images (239).txt
2.1 kB
9. Developing Data Products/01 - Week 1/07 - Shiny 5 Discussion (4-48)/2 - 7 - Shiny 5 Discussion (448).mp4
6.8 MB
9. Developing Data Products/01 - Week 1/07 - Shiny 5 Discussion (4-48)/2 - 7 - Shiny 5 Discussion (448).srt
7.4 kB
9. Developing Data Products/01 - Week 1/07 - Shiny 5 Discussion (4-48)/2 - 7 - Shiny 5 Discussion (448).txt
4.4 kB
9. Developing Data Products/01 - Week 1/08 - More advanced shiny discussion, reactivity (9-30)/2 - 8 - More advanced shiny discussion, reactivity (930).mp4
13.2 MB
9. Developing Data Products/01 - Week 1/08 - More advanced shiny discussion, reactivity (9-30)/2 - 8 - More advanced shiny discussion, reactivity (930).srt
12.0 kB
9. Developing Data Products/01 - Week 1/08 - More advanced shiny discussion, reactivity (9-30)/2 - 8 - More advanced shiny discussion, reactivity (930).txt
6.8 kB
9. Developing Data Products/01 - Week 1/08 - More advanced shiny discussion, reactivity (9-30)/shiny2.pdf
135.0 kB
9. Developing Data Products/01 - Week 1/09 - More advanced shiny, the reactive function (5-50)/2 - 9 - More advanced shiny, the reactive function (550).mp4
7.2 MB
9. Developing Data Products/01 - Week 1/09 - More advanced shiny, the reactive function (5-50)/2 - 9 - More advanced shiny, the reactive function (550).srt
6.9 kB
9. Developing Data Products/01 - Week 1/09 - More advanced shiny, the reactive function (5-50)/2 - 9 - More advanced shiny, the reactive function (550).txt
4.1 kB
9. Developing Data Products/01 - Week 1/10 - More advanced shiny, conditional execution of reactive statements (4-16)/2 - 10 - More advanced shiny, conditional execution of reactive statements (416).mp4
5.7 MB
9. Developing Data Products/01 - Week 1/10 - More advanced shiny, conditional execution of reactive statements (4-16)/2 - 10 - More advanced shiny, conditional execution of reactive statements (416).srt
5.5 kB
9. Developing Data Products/01 - Week 1/10 - More advanced shiny, conditional execution of reactive statements (4-16)/2 - 10 - More advanced shiny, conditional execution of reactive statements (416).txt
3.2 kB
9. Developing Data Products/01 - Week 1/11 - More advanced shiny, odds and ends (4-55)/2 - 11 - More advanced shiny, odds and ends (455).mp4
6.6 MB
9. Developing Data Products/01 - Week 1/11 - More advanced shiny, odds and ends (4-55)/2 - 11 - More advanced shiny, odds and ends (455).srt
6.4 kB
9. Developing Data Products/01 - Week 1/11 - More advanced shiny, odds and ends (4-55)/2 - 11 - More advanced shiny, odds and ends (455).txt
3.9 kB
9. Developing Data Products/01 - Week 1/12 - Manipulate (4-49)/2 - 12 - Manipulate (449).mp4
6.4 MB
9. Developing Data Products/01 - Week 1/12 - Manipulate (4-49)/2 - 12 - Manipulate (449).srt
6.9 kB
9. Developing Data Products/01 - Week 1/12 - Manipulate (4-49)/2 - 12 - Manipulate (449).txt
3.9 kB
9. Developing Data Products/01 - Week 1/12 - Manipulate (4-49)/manipulate.pdf
54.7 kB
9. Developing Data Products/01 - Week 1/13 - Intro to rCharts and GoogleVis (1-01)/2 - 13 - Intro to rCharts and GoogleVis (101).mp4
2.0 MB
9. Developing Data Products/01 - Week 1/13 - Intro to rCharts and GoogleVis (1-01)/2 - 13 - Intro to rCharts and GoogleVis (101).srt
1.1 kB
9. Developing Data Products/01 - Week 1/13 - Intro to rCharts and GoogleVis (1-01)/2 - 13 - Intro to rCharts and GoogleVis (101).txt
692 Bytes
9. Developing Data Products/01 - Week 1/14 - rCharts introduction (4-45)/2 - 14 - rCharts introduction (445).mp4
6.1 MB
9. Developing Data Products/01 - Week 1/14 - rCharts introduction (4-45)/2 - 14 - rCharts introduction (445).srt
6.6 kB
9. Developing Data Products/01 - Week 1/14 - rCharts introduction (4-45)/2 - 14 - rCharts introduction (445).txt
4.1 kB
9. Developing Data Products/01 - Week 1/14 - rCharts introduction (4-45)/rCharts.pdf
1.2 MB
9. Developing Data Products/01 - Week 1/15 - rCharts more examples (5-40)/2 - 15 - rCharts more examples (540).mp4
7.9 MB
9. Developing Data Products/01 - Week 1/15 - rCharts more examples (5-40)/2 - 15 - rCharts more examples (540).srt
7.6 kB
9. Developing Data Products/01 - Week 1/15 - rCharts more examples (5-40)/2 - 15 - rCharts more examples (540).txt
4.6 kB
9. Developing Data Products/01 - Week 1/16 - rCharts mapping and discussion (5-32)/2 - 16 - rCharts mapping and discussion (532).mp4
8.8 MB
9. Developing Data Products/01 - Week 1/16 - rCharts mapping and discussion (5-32)/2 - 16 - rCharts mapping and discussion (532).srt
7.8 kB
9. Developing Data Products/01 - Week 1/16 - rCharts mapping and discussion (5-32)/2 - 16 - rCharts mapping and discussion (532).txt
4.7 kB
9. Developing Data Products/01 - Week 1/17 - GoogleVis (9-34)/2 - 17 - GoogleVis (934).mp4
13.1 MB
9. Developing Data Products/01 - Week 1/17 - GoogleVis (9-34)/2 - 17 - GoogleVis (934).srt
15.2 kB
9. Developing Data Products/01 - Week 1/17 - GoogleVis (9-34)/2 - 17 - GoogleVis (934).txt
9.5 kB
9. Developing Data Products/01 - Week 1/17 - GoogleVis (9-34)/googleVis.pdf
781.9 kB
9. Developing Data Products/01 - Week 1/18 - shinyApps.io/2 - 18 - shinyApps.io.mp4
6.1 MB
9. Developing Data Products/01 - Week 1/18 - shinyApps.io/2 - 18 - shinyApps.io.srt
6.1 kB
9. Developing Data Products/01 - Week 1/18 - shinyApps.io/2 - 18 - shinyApps.io.txt
3.6 kB
9. Developing Data Products/01 - Week 1/19 - plotly/2 - 19 - plotly.mp4
14.0 MB
9. Developing Data Products/01 - Week 1/19 - plotly/2 - 19 - plotly.srt
12.6 kB
9. Developing Data Products/01 - Week 1/19 - plotly/2 - 19 - plotly.txt
7.7 kB
9. Developing Data Products/02 - Week 2/01 - Presenting Data Analysis Writing a Data Report (3-18)/3 - 1 - Presenting Data Analysis Writing a Data Report (318).mp4
7.7 MB
9. Developing Data Products/02 - Week 2/02 - Slidify intro (5-32)/3 - 2 - Slidify intro (532).mp4
7.5 MB
9. Developing Data Products/02 - Week 2/02 - Slidify intro (5-32)/3 - 2 - Slidify intro (532).srt
7.7 kB
9. Developing Data Products/02 - Week 2/02 - Slidify intro (5-32)/3 - 2 - Slidify intro (532).txt
4.7 kB
9. Developing Data Products/02 - Week 2/02 - Slidify intro (5-32)/slidify.pdf
4.4 MB
9. Developing Data Products/02 - Week 2/03 - Slidify working it out (2-01)/3 - 3 - Slidify working it out (201).mp4
3.5 MB
9. Developing Data Products/02 - Week 2/03 - Slidify working it out (2-01)/3 - 3 - Slidify working it out (201).srt
3.1 kB
9. Developing Data Products/02 - Week 2/03 - Slidify working it out (2-01)/3 - 3 - Slidify working it out (201).txt
1.5 kB
9. Developing Data Products/02 - Week 2/04 - Slidify customization (4-09)/3 - 4 - Slidify customization (409).mp4
5.8 MB
9. Developing Data Products/02 - Week 2/04 - Slidify customization (4-09)/3 - 4 - Slidify customization (409).srt
5.8 kB
9. Developing Data Products/02 - Week 2/04 - Slidify customization (4-09)/3 - 4 - Slidify customization (409).txt
3.5 kB
9. Developing Data Products/02 - Week 2/05 - Slidify more details (7-24)/3 - 5 - Slidify more details (724).mp4
9.7 MB
9. Developing Data Products/02 - Week 2/05 - Slidify more details (7-24)/3 - 5 - Slidify more details (724).srt
11.2 kB
9. Developing Data Products/02 - Week 2/05 - Slidify more details (7-24)/3 - 5 - Slidify more details (724).txt
6.8 kB
9. Developing Data Products/02 - Week 2/06 - Slidify reminder about knitting R (1-52)/3 - 6 - Slidify reminder about knitting R (152).mp4
3.5 MB
9. Developing Data Products/02 - Week 2/06 - Slidify reminder about knitting R (1-52)/3 - 6 - Slidify reminder about knitting R (152).srt
2.7 kB
9. Developing Data Products/02 - Week 2/06 - Slidify reminder about knitting R (1-52)/3 - 6 - Slidify reminder about knitting R (152).txt
1.5 kB
9. Developing Data Products/02 - Week 2/07 - RStudio Presenter 1 Introduction and getting started (4-59)/3 - 7 - RStudio Presenter 1 Introduction and getting started (459).mp4
9.0 MB
9. Developing Data Products/02 - Week 2/07 - RStudio Presenter 1 Introduction and getting started (4-59)/3 - 7 - RStudio Presenter 1 Introduction and getting started (459).srt
7.4 kB
9. Developing Data Products/02 - Week 2/07 - RStudio Presenter 1 Introduction and getting started (4-59)/3 - 7 - RStudio Presenter 1 Introduction and getting started (459).txt
4.3 kB
9. Developing Data Products/02 - Week 2/08 - RStudio Presenter 2 Authoring details (11-14)/3 - 8 - RStudio Presenter 2 Authoring details (1114).mp4
18.5 MB
9. Developing Data Products/02 - Week 2/08 - RStudio Presenter 2 Authoring details (11-14)/3 - 8 - RStudio Presenter 2 Authoring details (1114).srt
16.0 kB
9. Developing Data Products/02 - Week 2/08 - RStudio Presenter 2 Authoring details (11-14)/3 - 8 - RStudio Presenter 2 Authoring details (1114).txt
9.6 kB
9. Developing Data Products/02 - Week 2/09 - RStudio Presenter 3 Discussion and comparison with Slidify (4-13)/3 - 9 - RStudio Presenter 3 Discussion and comparison with Slidify (413).mp4
6.0 MB
9. Developing Data Products/02 - Week 2/09 - RStudio Presenter 3 Discussion and comparison with Slidify (4-13)/3 - 9 - RStudio Presenter 3 Discussion and comparison with Slidify (413).srt
6.0 kB
9. Developing Data Products/02 - Week 2/09 - RStudio Presenter 3 Discussion and comparison with Slidify (4-13)/3 - 9 - RStudio Presenter 3 Discussion and comparison with Slidify (413).txt
3.7 kB
9. Developing Data Products/02 - Week 2/10 - Very quick introduction to gh-pages/3 - 10 - Very quick introduction to gh-pages.mp4
10.6 MB
9. Developing Data Products/03 - Week 4/01 - R Packages (Part 1) (7-11)/4 - 1 - R Packages (Part 1) (711).mp4
9.5 MB
9. Developing Data Products/03 - Week 4/01 - R Packages (Part 1) (7-11)/4 - 1 - R Packages (Part 1) (711).srt
13.2 kB
9. Developing Data Products/03 - Week 4/01 - R Packages (Part 1) (7-11)/4 - 1 - R Packages (Part 1) (711).txt
8.3 kB
9. Developing Data Products/03 - Week 4/01 - R Packages (Part 1) (7-11)/RPackages.pdf
193.6 kB
9. Developing Data Products/03 - Week 4/02 - R Packages (Part 2) (14-59)/4 - 2 - R Packages (Part 2) (1459).mp4
17.9 MB
9. Developing Data Products/03 - Week 4/02 - R Packages (Part 2) (14-59)/4 - 2 - R Packages (Part 2) (1459).srt
26.4 kB
9. Developing Data Products/03 - Week 4/02 - R Packages (Part 2) (14-59)/4 - 2 - R Packages (Part 2) (1459).txt
16.2 kB
9. Developing Data Products/03 - Week 4/03 - Building R Packages Demo (18-00)/4 - 3 - Building R Packages Demo (1800).mp4
33.5 MB
9. Developing Data Products/03 - Week 4/03 - Building R Packages Demo (18-00)/4 - 3 - Building R Packages Demo (1800).srt
26.6 kB
9. Developing Data Products/03 - Week 4/03 - Building R Packages Demo (18-00)/4 - 3 - Building R Packages Demo (1800).txt
15.8 kB
9. Developing Data Products/03 - Week 4/04 - R Classes and Methods (Part 1) (13-50)/4 - 4 - R Classes and Methods (Part 1) (1350).mp4
19.0 MB
9. Developing Data Products/03 - Week 4/04 - R Classes and Methods (Part 1) (13-50)/4 - 4 - R Classes and Methods (Part 1) (1350).srt
23.2 kB
9. Developing Data Products/03 - Week 4/04 - R Classes and Methods (Part 1) (13-50)/4 - 4 - R Classes and Methods (Part 1) (1350).txt
14.4 kB
9. Developing Data Products/03 - Week 4/04 - R Classes and Methods (Part 1) (13-50)/classes-methods.pdf
419.1 kB
9. Developing Data Products/03 - Week 4/05 - R Classes and Methods (Part 2) (11-19)/4 - 5 - R Classes and Methods (Part 2) (1119).mp4
13.9 MB
9. Developing Data Products/03 - Week 4/05 - R Classes and Methods (Part 2) (11-19)/4 - 5 - R Classes and Methods (Part 2) (1119).srt
19.0 kB
9. Developing Data Products/03 - Week 4/05 - R Classes and Methods (Part 2) (11-19)/4 - 5 - R Classes and Methods (Part 2) (1119).txt
11.8 kB
9. Developing Data Products/03 - Week 4/06 - yhat (Part 1) (24-39)/4 - 6 - yhat (Part 1) (2439).mp4
42.0 MB
9. Developing Data Products/03 - Week 4/06 - yhat (Part 1) (24-39)/4 - 6 - yhat (Part 1) (2439).srt
40.2 kB
9. Developing Data Products/03 - Week 4/06 - yhat (Part 1) (24-39)/4 - 6 - yhat (Part 1) (2439).txt
23.9 kB
9. Developing Data Products/03 - Week 4/07 - yhat (Part 2) (11-38)/4 - 7 - yhat (Part 2) (1138).mp4
22.3 MB
9. Developing Data Products/03 - Week 4/07 - yhat (Part 2) (11-38)/4 - 7 - yhat (Part 2) (1138).srt
18.8 kB
9. Developing Data Products/03 - Week 4/07 - yhat (Part 2) (11-38)/4 - 7 - yhat (Part 2) (1138).txt
11.4 kB
9. Developing Data Products/04 - Whole lectures/01 - Shiny/5 - 1 - Shiny.mp4
38.7 MB
9. Developing Data Products/04 - Whole lectures/02 - shiny2/5 - 2 - shiny2.mp4
32.6 MB
9. Developing Data Products/04 - Whole lectures/03 - Slidify/5 - 3 - Slidify.mp4
30.1 MB
9. Developing Data Products/04 - Whole lectures/04 - R Studio Presenter/5 - 4 - R Studio Presenter.mp4
33.5 MB
9. Developing Data Products/04 - Whole lectures/05 - Manipulate/5 - 5 - Manipulate.mp4
6.4 MB
9. Developing Data Products/04 - Whole lectures/06 - rCharts/5 - 6 - rCharts.mp4
22.8 MB
9. Developing Data Products/04 - Whole lectures/07 - plotly/5 - 7 - plotly.mp4
14.0 MB
9. Developing Data Products/index.html
48.5 kB
9. Developing Data Products/lectures.html
83.7 kB
9. Developing Data Products/materials.html
59.1 kB
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