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U*d*e*m*y Learning Python for Data Analysis and Visualization
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U*d*e*m*y Learning Python for Data Analysis and Visualization
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2017-06-05
最近下载:
2024-12-08
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文件列表
01 Intro to Course and Python/001 Course Intro.mp4
12.0 MB
01 Intro to Course and Python/002 Resources for Learning Python.mp4
3.9 MB
02 Setup/003 Installation Setup and Overview.mp4
65.0 MB
02 Setup/004 iPython Notebook Overview.mp4
9.3 MB
02 Setup/005 Course Environment Overview.mp4
8.7 MB
03 Learning Numpy/006 Creating arrays.mp4
13.7 MB
03 Learning Numpy/007 Using arrays and scalars.mp4
8.3 MB
03 Learning Numpy/008 Indexing Arrays.mp4
27.4 MB
03 Learning Numpy/009 Array Transposition.mp4
7.9 MB
03 Learning Numpy/010 Universal Array Function.mp4
15.7 MB
03 Learning Numpy/011 Array Processing.mp4
43.0 MB
03 Learning Numpy/012 Array Input and Output.mp4
14.7 MB
04 Intro to Pandas/013 Series.mp4
25.9 MB
04 Intro to Pandas/014 DataFrames.mp4
55.4 MB
04 Intro to Pandas/015 Index objects.mp4
9.7 MB
04 Intro to Pandas/016 Reindex.mp4
33.8 MB
04 Intro to Pandas/017 Drop Entry.mp4
9.7 MB
04 Intro to Pandas/018 Selecting Entries.mp4
19.0 MB
04 Intro to Pandas/019 Data Alignment.mp4
18.6 MB
04 Intro to Pandas/020 Rank and Sort.mp4
9.9 MB
04 Intro to Pandas/021 Summary Statistics.mp4
48.3 MB
04 Intro to Pandas/022 Missing Data.mp4
19.8 MB
04 Intro to Pandas/023 Index Hierarchy.mp4
25.2 MB
05 Working with Data Part 1/024 Reading and Writing Text Files.mp4
26.0 MB
05 Working with Data Part 1/025 JSON with Python.mp4
9.4 MB
05 Working with Data Part 1/026 HTML with Python.mp4
14.1 MB
05 Working with Data Part 1/027 Microsoft Excel files with Python.mp4
8.0 MB
06 Working with Data Part 2/028 Merge.mp4
38.1 MB
06 Working with Data Part 2/029 Merge on Index.mp4
26.4 MB
06 Working with Data Part 2/030 Concatenate.mp4
22.2 MB
06 Working with Data Part 2/031 Combining DataFrames.mp4
20.8 MB
06 Working with Data Part 2/032 Reshaping.mp4
15.1 MB
06 Working with Data Part 2/033 Pivoting.mp4
18.8 MB
06 Working with Data Part 2/034 Duplicates in DataFrames.mp4
11.6 MB
06 Working with Data Part 2/035 Mapping.mp4
8.2 MB
06 Working with Data Part 2/036 Replace.mp4
5.4 MB
06 Working with Data Part 2/037 Rename Index.mp4
10.6 MB
06 Working with Data Part 2/038 Binning.mp4
13.7 MB
06 Working with Data Part 2/039 Outliers.mp4
17.0 MB
06 Working with Data Part 2/040 Permutation.mp4
9.2 MB
07 Working with Data Part 3/041 GroupBy on DataFrames.mp4
38.1 MB
07 Working with Data Part 3/042 GroupBy on Dict and Series.mp4
24.4 MB
07 Working with Data Part 3/043 Aggregation.mp4
45.9 MB
07 Working with Data Part 3/044 Splitting Applying and Combining.mp4
23.2 MB
07 Working with Data Part 3/045 Cross Tabulation.mp4
9.3 MB
08 Data Visualization/046 Installing Seaborn.mp4
7.6 MB
08 Data Visualization/047 Histograms.mp4
21.2 MB
08 Data Visualization/048 Kernel Density Estimate Plots.mp4
64.9 MB
08 Data Visualization/049 Combining Plot Styles.mp4
12.2 MB
08 Data Visualization/050 Box and Violin Plots.mp4
19.2 MB
08 Data Visualization/051 Regression Plots.mp4
36.5 MB
08 Data Visualization/052 Heatmaps and Clustered Matrices.mp4
40.9 MB
09 Example Projects/053 Data Projects Preview.mp4
27.0 MB
09 Example Projects/054 Intro to Data Projects.mp4
19.6 MB
09 Example Projects/055 Titanic Project - Part 1.mp4
45.4 MB
09 Example Projects/056 Titanic Project - Part 2.mp4
40.8 MB
09 Example Projects/057 Titanic Project - Part 3.mp4
36.8 MB
09 Example Projects/058 Titanic Project - Part 4.mp4
5.6 MB
09 Example Projects/059 Intro to Data Project - Stock Market Analysis.mp4
34.4 MB
09 Example Projects/060 Data Project - Stock Market Analysis Part 1.mp4
34.0 MB
09 Example Projects/061 Data Project - Stock Market Analysis Part 2.mp4
59.6 MB
09 Example Projects/062 Data Project - Stock Market Analysis Part 3.mp4
42.0 MB
09 Example Projects/063 Data Project - Stock Market Analysis Part 4.mp4
27.1 MB
09 Example Projects/064 Data Project - Stock Market Analysis Part 5.mp4
98.5 MB
09 Example Projects/065 Data Project - Intro to Election Analysis.mp4
15.6 MB
09 Example Projects/066 Data Project - Election Analysis Part 1.mp4
46.7 MB
09 Example Projects/067 Data Project - Election Analysis Part 2.mp4
59.1 MB
09 Example Projects/068 Data Project - Election Analysis Part 3.mp4
41.0 MB
09 Example Projects/069 Data Project - Election Analysis Part 4.mp4
68.9 MB
10 Machine Learning/070 Introduction to Machine Learning with SciKit Learn.mp4
48.4 MB
10 Machine Learning/071 Linear Regression Part 1.mp4
61.5 MB
10 Machine Learning/072 Linear Regression Part 2.mp4
55.1 MB
10 Machine Learning/073 Linear Regression Part 3.mp4
72.2 MB
10 Machine Learning/074 Linear Regression Part 4.mp4
82.5 MB
10 Machine Learning/075 Logistic Regression Part 1.mp4
75.3 MB
10 Machine Learning/076 Logistic Regression Part 2.mp4
54.3 MB
10 Machine Learning/077 Logistic Regression Part 3.mp4
41.6 MB
10 Machine Learning/078 Logistic Regression Part 4.mp4
102.7 MB
10 Machine Learning/079 Multi Class Classification Part 1 - Logistic Regression.mp4
71.1 MB
10 Machine Learning/080 Multi Class Classification Part 2 - k Nearest Neighbor.mp4
77.1 MB
10 Machine Learning/081 Support Vector Machines Part 1.mp4
68.1 MB
10 Machine Learning/082 Support Vector Machines - Part 2.mp4
90.0 MB
10 Machine Learning/083 Naive Bayes Part 1.mp4
37.4 MB
10 Machine Learning/084 Naive Bayes Part 2.mp4
68.7 MB
11 Appendix A Python Overview/085 Intro to Resources for Learning Python.mp4
28.3 MB
11 Appendix A Python Overview/086 Python Overview Part 1.mp4
36.1 MB
11 Appendix A Python Overview/087 Python Overview Part 2.mp4
23.0 MB
11 Appendix A Python Overview/088 Python Overview Part 3.mp4
20.9 MB
12 Appendix B Statistics Overview/089 Intro to Appendix B.mp4
7.6 MB
12 Appendix B Statistics Overview/090 Discrete Uniform Distribution.mp4
22.9 MB
12 Appendix B Statistics Overview/091 Continuous Uniform Distribution.mp4
26.4 MB
12 Appendix B Statistics Overview/092 Binomial Distribution.mp4
43.8 MB
12 Appendix B Statistics Overview/093 Poisson Distribution.mp4
42.2 MB
12 Appendix B Statistics Overview/094 Normal Distribution.mp4
20.4 MB
12 Appendix B Statistics Overview/095 Sampling Techniques.mp4
23.1 MB
12 Appendix B Statistics Overview/096 T-Distribution.mp4
17.1 MB
12 Appendix B Statistics Overview/097 Hypothesis Testing and Confidence Intervals.mp4
82.7 MB
12 Appendix B Statistics Overview/098 Chi Square Test and Distribution.mp4
16.5 MB
12 Appendix B Statistics Overview/099 Bayes Theorem.mp4
38.5 MB
13 Appendix C SQL and Python/100 Introduction to SQL with Python.mp4
45.9 MB
13 Appendix C SQL and Python/101 SQL - SELECT,DISTINCT,WHERE,AND OR.mp4
33.9 MB
13 Appendix C SQL and Python/102 SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4
29.5 MB
14 Appendix D Web Scraping with Python/103 Web Scraping Part 1.mp4
39.1 MB
14 Appendix D Web Scraping with Python/104 Web Scraping Part 2.mp4
46.0 MB
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