machine learning -移花宫 -武林禁地，闲人禁止入内

Total Training - Machine Learning - Python Programming From Beginner to Intermediate

01 - Introduction.mp4 60.3 MB
02 - Coding is Like Cooking.mp4 133.3 MB
03 - Anaconda & Pip.mp4 39.4 MB
04 - Variables are Like Containers.mp4 63.1 MB
05 - A List is a List.mp4 48.2 MB
06 - Fun with Lists!.mp4 30.3 MB
07 - Dictionaries & If-Else.mp4 41.0 MB
08 - Don't Jump through Hoops - Use Loops.mp4 20.9 MB
09 - Doing Stuff with Loops.mp4 37.4 MB
10 - Everything in Life is a List - Strings as Lists.mp4 23.8 MB
11 - Modules are Cool for Code-Reuse.mp4 10.7 MB
12 - Our First Serious Program - Downloading a Webpage.mp4 66.8 MB
13 - A Few Details - Conditionals.mp4 44.5 MB
14 - A Few Details - Exception Handling in Python.mp4 45.2 MB
15 - A File is Like a Barrel.mp4 70.9 MB
16 - Auto-Generating Spreadsheets with Python.mp4 49.1 MB
17 - Auto-Generating Spreadsheets - Download & Unzip.mp4 75.7 MB
18 - Auto-Generating Spreadsheets - Parcing CSV Files.mp4 61.9 MB
19 - Auto-Generating Spreadsheets with XLSXwriter.mp4 16.1 MB
20 - Functions are Like Food Processors.mp4 54.2 MB

[磁力链接] 添加时间:2017-08-06 大小:3.3 GB 最近下载:2025-03-12 热度:2696

[FreeTutorials.Us] python-for-data-science-and-machine-learning-bootcamp

01 Course Introduction/001 Introduction to the Course.mp4 45.1 MB
01 Course Introduction/002 Course Help and Welcome.mp4 23.2 MB
01 Course Introduction/003 Course FAQs.html 5.7 kB
01 Course Introduction/attached_files/003 Course FAQs/Python-Data-Science-and-Machine-Learning-Bootcamp.zip 139.4 MB
02 Environment Set-Up/004 Environment Set-up and Installation.mp4 29.5 MB
03 Jupyter Overview/005 Jupyter Notebooks.mp4 39.6 MB
03 Jupyter Overview/006 Optional Virtual Environments.mp4 22.8 MB
03 Jupyter Overview/attached_files/005 Jupyter Notebooks/Python-Data-Science-and-Machine-Learning-Bootcamp.zip 139.4 MB
04 Python Crash Course/007 Welcome to the Python Crash Course Section.mp4 11.2 MB
04 Python Crash Course/008 Introduction to Python Crash Course.mp4 3.2 MB
04 Python Crash Course/009 Python Crash Course - Part 1.mp4 42.1 MB
04 Python Crash Course/010 Python Crash Course - Part 2.mp4 33.8 MB
04 Python Crash Course/011 Python Crash Course - Part 3.mp4 37.5 MB
04 Python Crash Course/012 Python Crash Course - Part 4.mp4 34.1 MB
04 Python Crash Course/013 Python Crash Course Exercises - Overview.mp4 12.8 MB
04 Python Crash Course/014 Python Crash Course Exercises - Solutions.mp4 36.1 MB
05 Python for Data Analysis - NumPy/015 Welcome to the NumPy Section.mp4 7.3 MB
05 Python for Data Analysis - NumPy/016 Introduction to Numpy.mp4 5.0 MB
05 Python for Data Analysis - NumPy/017 Numpy Arrays.mp4 40.0 MB
05 Python for Data Analysis - NumPy/018 Quick Note on Array Indexing.html 1.4 kB

[磁力链接] 添加时间:2017-08-09 大小:4.5 GB 最近下载:2025-03-09 热度:2272

oreilly.com - Advanced Machine Learning ® vampiri6ka

01 Introduction.mkv 183.2 MB
02 Classification Part 1.mkv 178.8 MB
03 Classification Part 2.mkv 408.4 MB
04 Clustering.mkv 251.8 MB
05 Learning From Data.mkv 205.6 MB
06 Conclusions.mkv 59.5 MB

[磁力链接] 添加时间:2017-08-13 大小:1.3 GB 最近下载:2018-11-30 热度:126

Neural Networks for Machine Learning

Info/0804 Echo state network - Scholarpedia_files/1088796616-postmessagerelay.js 5.1 kB
Info/0804 Echo state network - Scholarpedia_files/400px-FreqGenTestOverlay.png 39.9 kB
Info/0804 Echo state network - Scholarpedia_files/500px-FreqGenSchema.png 73.5 kB
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Info/0804 Echo state network - Scholarpedia_files/core-rpc-shindig.random-shindig.sha1.js 68.1 kB
Info/0804 Echo state network - Scholarpedia_files/facebook.png 540 Bytes
Info/0804 Echo state network - Scholarpedia_files/fastbutton.htm 47.4 kB
Info/0804 Echo state network - Scholarpedia_files/ga.js 40.0 kB
Info/0804 Echo state network - Scholarpedia_files/gplus-16.png 492 Bytes
Info/0804 Echo state network - Scholarpedia_files/linkedin.png 636 Bytes
Info/0804 Echo state network - Scholarpedia_files/load(1).php 154.2 kB
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Info/0804 Echo state network - Scholarpedia_files/load(4).php 68.1 kB
Info/0804 Echo state network - Scholarpedia_files/load(5).php 12.7 kB
Info/0804 Echo state network - Scholarpedia_files/load(6).php 152.2 kB
Info/0804 Echo state network - Scholarpedia_files/load.php 10.3 kB

[磁力链接] 添加时间:2017-08-14 大小:964.3 MB 最近下载:2025-02-26 热度:219

O'Reilly - Advanced Machine Learning with scikit learn

01. Introduction/01_01-What To Expect And About The Author.mp4 13.1 MB
01. Introduction/01_02-Setup.mp4 6.1 MB
01. Introduction/01_03-The Classifier Interface.mp4 28.5 MB
01. Introduction/01_04-The Regressor Interface.mp4 11.3 MB
01. Introduction/01_05-The Transformer Interface.mp4 8.3 MB
01. Introduction/01_06-The Cluster Interface.mp4 23.4 MB
01. Introduction/01_07-The Manifold Interface.mp4 11.5 MB
01. Introduction/01_08-scikitLearn Interface Summary.mp4 11.9 MB
01. Introduction/01_09-CrossValidation With Cross_Val_Score.mp4 21.3 MB
01. Introduction/01_10-Parameter Searches With GridSearchCV.mp4 20.3 MB
01. Introduction/01_11-How To Access Your Working Files.mp4 27.7 MB
02. Model Complexity, Overfitting And Underfitting/02_01-What Is Model Complexity And Overfitting.mp4 7.6 MB
02. Model Complexity, Overfitting And Underfitting/02_02-Linear Models InDepth.mp4 35.2 MB
02. Model Complexity, Overfitting And Underfitting/02_03-Kernel SVMs InDepth.mp4 22.9 MB
02. Model Complexity, Overfitting And Underfitting/02_04-Random Forests InDepth.mp4 15.9 MB
02. Model Complexity, Overfitting And Underfitting/02_05-Learning Curves For Analyzing Model Complexity.mp4 13.3 MB
02. Model Complexity, Overfitting And Underfitting/02_06-Validation Curves For Analyzing Model Parameters.mp4 8.0 MB
02. Model Complexity, Overfitting And Underfitting/02_07-Efficient Parameter Search With EstimatorCV Objects.mp4 19.0 MB
03. Pipelines/03_01-Motivation Of Using Pipelines.mp4 10.2 MB
03. Pipelines/03_02-Defining A Pipeline And Basic Usage.mp4 20.0 MB

[磁力链接] 添加时间:2017-08-14 大小:803.0 MB 最近下载:2025-02-28 热度:363

Frank Kane - Data Science and Machine Learning with Python

01 Getting Started/001 Introduction.mp4 46.1 MB
01 Getting Started/002 Getting What You Need.mp4 26.4 MB
01 Getting Started/003 Activity Installing Enthought Canopy.mp4 35.0 MB
01 Getting Started/004 Python Basics, Part 1.mp4 46.1 MB
01 Getting Started/005 Activity Python Basics, Part 2.mp4 29.8 MB
01 Getting Started/006 Running Python Scripts.mp4 22.6 MB
02 Statistics and Probability Refresher, and Python Practise/001 Types of Data.mp4 35.8 MB
02 Statistics and Probability Refresher, and Python Practise/002 Mean, Median, Mode.mp4 29.5 MB
02 Statistics and Probability Refresher, and Python Practise/003 Activity Using mean, median, and mode in Python.mp4 40.9 MB
02 Statistics and Probability Refresher, and Python Practise/004 Activity Variation and Standard Deviation.mp4 47.8 MB
02 Statistics and Probability Refresher, and Python Practise/005 Probability Density Function Probability Mass Function.mp4 13.0 MB
02 Statistics and Probability Refresher, and Python Practise/006 Common Data Distributions.mp4 29.0 MB
02 Statistics and Probability Refresher, and Python Practise/007 Activity Percentiles and Moments.mp4 45.1 MB
02 Statistics and Probability Refresher, and Python Practise/008 Activity A Crash Course in matplotlib.mp4 51.7 MB
02 Statistics and Probability Refresher, and Python Practise/009 Activity Covariance and Correlation.mp4 52.2 MB
02 Statistics and Probability Refresher, and Python Practise/010 Exercise Conditional Probability.mp4 55.4 MB
02 Statistics and Probability Refresher, and Python Practise/011 Exercise Solution Conditional Probability of Purchase by Age.mp4 14.8 MB
02 Statistics and Probability Refresher, and Python Practise/012 Bayes Theorem.mp4 31.6 MB
03 Predictive Models/001 Activity Linear Regression.mp4 43.1 MB
03 Predictive Models/002 Activity Polynomial Regression.mp4 31.2 MB

[磁力链接] 添加时间:2017-08-15 大小:2.7 GB 最近下载:2025-03-14 热度:767

Trilha Infraestrutura - 02 - Análise de Dados - 02 - Curso Machine Learning II Avançando com tipos diferentes de classificação - Alura6.rar

Trilha Infraestrutura - 02 - Análise de Dados - 02 - Curso Machine Learning II Avançando com tipos diferentes de classificação - Alura6.rar 1.8 GB

[磁力链接] 添加时间:2017-08-15 大小:1.8 GB 最近下载:2024-09-07 热度:50

O'Reilly - Scalable Machine Learning

01. Part 1 Introduction/01_01-Introduction to Scalable Machine Learning.mp4 52.8 MB
01. Part 1 Introduction/01_02-Some Machine Learning Background.mp4 58.6 MB
01. Part 1 Introduction/01_03-Algorithms for Large Scale Learning.mp4 94.9 MB
02. Part 2 Hadoop And Friends/02_01-Overview of Hadoop and Current Big Data Systems.mp4 65.1 MB
03. Part 3 Programming for Data Flow Systems/03_01-How Programming for Data Flow Differs.mp4 76.2 MB
03. Part 3 Programming for Data Flow Systems/03_02-Basic Spark.mp4 90.3 MB
03. Part 3 Programming for Data Flow Systems/03_03-Working with Vectors and Matrices in Spark.mp4 163.6 MB
03. Part 3 Programming for Data Flow Systems/03_04-A Brief Tour of Spark ML.mp4 138.1 MB
04. Part 4 Beyond Paralleization/04_01-Approximation is the Key.mp4 72.5 MB
05. Part 5 Practical Big Data/05_01-Practical Big Data.mp4 32.5 MB
05. Part 5 Practical Big Data/05_02-Size vs. Complexity.mp4 24.0 MB
05. Part 5 Practical Big Data/05_03-Summary.mp4 13.5 MB

[磁力链接] 添加时间:2017-08-16 大小:882.1 MB 最近下载:2022-02-16 热度:107

Machine Learning CALTECH

Slides/iTunesU_Lecture01_April_03.pdf 300.7 kB
Slides/iTunesU_Lecture02_April_05.pdf 527.4 kB
Slides/iTunesU_Lecture03_April_10.pdf 1.1 MB
Slides/iTunesU_Lecture04_April_12.pdf 1.0 MB
Slides/iTunesU_Lecture05_April_17.pdf 509.1 kB
Slides/iTunesU_Lecture06_April_19.pdf 303.4 kB
Slides/iTunesU_Lecture07_April_24.pdf 418.4 kB
Slides/iTunesU_Lecture08_April_26.pdf 373.5 kB
Slides/iTunesU_Lecture09_May_01.pdf 745.9 kB
Slides/iTunesU_Lecture10_May_03.pdf 400.4 kB
Slides/iTunesU_Lecture11_May_08.pdf 761.5 kB
Slides/iTunesU_Lecture12_May_10.pdf 644.0 kB
Slides/iTunesU_Lecture13_May_15.pdf 757.0 kB
Slides/iTunesU_Lecture14_May_17.pdf 248.6 kB
Slides/iTunesU_Lecture15_May_22.pdf 489.7 kB
Slides/iTunesU_Lecture17_May_29.pdf 449.0 kB
Slides/iTunesU_Lecture18_May_31.pdf 249.3 kB
Lecture 01 - The Learning Problem (April 3, 2012).mp4 211.1 MB
Lecture 02 - Is Learning Feasible (April 5, 2012).mp4 194.3 MB
Lecture 03 -The Linear Model I (April 10, 2012).mp4 183.6 MB

[磁力链接] 添加时间:2017-08-17 大小:3.5 GB 最近下载:2025-03-09 热度:208

[FreeTutorials.Us] machine-learning-in-python-random-forest-adaboost

01 Get Started/001 Outline and Motivation.mp4 7.5 MB
01 Get Started/002 Where to get the Code and Data.mp4 3.5 MB
01 Get Started/003 All Data is the Same.mp4 5.5 MB
01 Get Started/004 Plug-and-Play.mp4 3.7 MB
02 Bias-Variance Trade-Off/005 Bias-Variance Key Terms.mp4 10.7 MB
02 Bias-Variance Trade-Off/006 Bias-Variance Trade-Off.mp4 5.1 MB
02 Bias-Variance Trade-Off/007 Bias-Variance Decomposition.mp4 5.6 MB
02 Bias-Variance Trade-Off/008 Polynomial Regression Demo.mp4 43.8 MB
02 Bias-Variance Trade-Off/009 K-Nearest Neighbor and Decision Tree Demo.mp4 14.5 MB
02 Bias-Variance Trade-Off/010 Cross-Validation as a Method for Optimizing Model Complexity.mp4 7.3 MB
03 Bootstrap Estimates and Bagging/011 Bootstrap Estimation.mp4 15.9 MB
03 Bootstrap Estimates and Bagging/012 Bootstrap Demo.mp4 11.5 MB
03 Bootstrap Estimates and Bagging/013 Bagging.mp4 4.1 MB
03 Bootstrap Estimates and Bagging/014 Bagging Regression Trees.mp4 16.6 MB
03 Bootstrap Estimates and Bagging/015 Bagging Classification Trees.mp4 21.3 MB
03 Bootstrap Estimates and Bagging/016 Stacking.mp4 6.4 MB
04 Random Forest/017 Random Forest Algorithm.mp4 15.1 MB
04 Random Forest/018 Random Forest Regressor.mp4 15.6 MB
04 Random Forest/019 Random Forest Classifier.mp4 13.2 MB
04 Random Forest/020 Random Forest vs Bagging Trees.mp4 8.2 MB

[磁力链接] 添加时间:2017-08-18 大小:419.2 MB 最近下载:2024-12-27 热度:674

Raschka S., Julian D., Hearty J. - Python Deeper Insights into Machine Learning - 2017

Raschka S., Julian D., Hearty J. - Python Deeper Insights into Machine Learning - 2017.azw3 23.9 MB
Raschka S., Julian D., Hearty J. - Python Deeper Insights into Machine Learning - 2017.epub 24.2 MB
Raschka S., Julian D., Hearty J. - Python Deeper Insights into Machine Learning - 2017.pdf 14.5 MB

[磁力链接] 添加时间:2017-08-18 大小:62.7 MB 最近下载:2025-03-13 热度:3156

[FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python

01 Introduction to Unsupervised Learning/001 Introduction and Outline.mp4 4.3 MB
01 Introduction to Unsupervised Learning/002 What is unsupervised learning used for.mp4 7.9 MB
01 Introduction to Unsupervised Learning/003 Why Use Clustering.mp4 7.0 MB
01 Introduction to Unsupervised Learning/004 How to Succeed in this Course.mp4 9.2 MB
02 K-Means Clustering/005 Visual Walkthrough of the K-Means Clustering Algorithm.mp4 5.1 MB
02 K-Means Clustering/006 Soft K-Means.mp4 4.4 MB
02 K-Means Clustering/007 The K-Means Objective Function.mp4 3.2 MB
02 K-Means Clustering/008 Soft K-Means in Python Code.mp4 31.7 MB
02 K-Means Clustering/009 Visualizing Each Step of K-Means.mp4 5.5 MB
02 K-Means Clustering/010 Examples of where K-Means can fail.mp4 17.8 MB
02 K-Means Clustering/011 Disadvantages of K-Means Clustering.mp4 4.1 MB
02 K-Means Clustering/012 How to Evaluate a Clustering Purity Davies-Bouldin Index.mp4 11.9 MB
02 K-Means Clustering/013 Using K-Means on Real Data MNIST.mp4 11.2 MB
02 K-Means Clustering/014 One Way to Choose K.mp4 9.5 MB
02 K-Means Clustering/015 K-Means Application Finding Clusters of Related Words.mp4 27.2 MB
03 Hierarchical Clustering/016 Visual Walkthrough of Agglomerative Hierarchical Clustering.mp4 4.6 MB
03 Hierarchical Clustering/017 Agglomerative Clustering Options.mp4 6.5 MB
03 Hierarchical Clustering/018 Using Hierarchical Clustering in Python and Interpreting the Dendrogram.mp4 12.4 MB
04 Gaussian Mixture Models GMMs/019 Description of the Gaussian Mixture Model and How to Train a GMM.mp4 5.5 MB
04 Gaussian Mixture Models GMMs/020 Comparison between GMM and K-Means.mp4 3.1 MB

[磁力链接] 添加时间:2017-08-18 大小:325.9 MB 最近下载:2025-02-10 热度:963

[FreeTutorials.Us] unsupervised-machine-learning-hidden-markov-models-in-python

01 Introduction and Outline/001 Introduction and Outline Why would you want to use an HMM.mp4 7.1 MB
01 Introduction and Outline/002 Unsupervised or Supervised.mp4 5.5 MB
01 Introduction and Outline/003 Where to get the Code and Data.mp4 2.2 MB
01 Introduction and Outline/004 How to Succeed in this Course.mp4 9.2 MB
02 Markov Models/005 The Markov Property.mp4 8.7 MB
02 Markov Models/006 Markov Models.mp4 8.6 MB
02 Markov Models/007 The Math of Markov Chains.mp4 9.5 MB
03 Markov Models Example Problems and Applications/008 Example Problem Sick or Healthy.mp4 5.8 MB
03 Markov Models Example Problems and Applications/009 Example Problem Expected number of continuously sick days.mp4 4.9 MB
03 Markov Models Example Problems and Applications/010 Example application SEO and Bounce Rate Optimization.mp4 16.6 MB
03 Markov Models Example Problems and Applications/011 Example Application Build a 2nd-order language model and generate phrases.mp4 28.2 MB
03 Markov Models Example Problems and Applications/012 Example Application Googles PageRank algorithm.mp4 9.1 MB
04 Hidden Markov Models for Discrete Observations/013 From Markov Models to Hidden Markov Models.mp4 10.7 MB
04 Hidden Markov Models for Discrete Observations/014 HMMs are Doubly Embedded.mp4 3.3 MB
04 Hidden Markov Models for Discrete Observations/015 How can we choose the number of hidden states.mp4 7.7 MB
04 Hidden Markov Models for Discrete Observations/016 The Forward-Backward Algorithm.mp4 7.1 MB
04 Hidden Markov Models for Discrete Observations/017 Visual Intuition for the Forward Algorithm.mp4 6.3 MB
04 Hidden Markov Models for Discrete Observations/018 The Viterbi Algorithm.mp4 5.3 MB
04 Hidden Markov Models for Discrete Observations/019 Visual Intuition for the Viterbi Algorithm.mp4 6.0 MB
04 Hidden Markov Models for Discrete Observations/020 The Baum-Welch Algorithm.mp4 4.6 MB

[磁力链接] 添加时间:2017-08-19 大小:744.9 MB 最近下载:2025-02-09 热度:643

[FreeTutorials.Us] data-science-supervised-machine-learning-in-python

01 Introduction and Review/001 Introduction and Outline.mp4 8.0 MB
01 Introduction and Review/002 Review of Important Concepts.mp4 6.3 MB
01 Introduction and Review/003 Where to get the Code and Data.mp4 4.0 MB
01 Introduction and Review/004 How to Succeed in this Course.mp4 9.2 MB
02 K-Nearest Neighbor/005 K-Nearest Neighbor Concepts.mp4 9.0 MB
02 K-Nearest Neighbor/006 KNN in Code with MNIST.mp4 18.8 MB
02 K-Nearest Neighbor/007 When KNN Can Fail.mp4 8.1 MB
02 K-Nearest Neighbor/008 KNN for the XOR Problem.mp4 4.5 MB
02 K-Nearest Neighbor/009 KNN for the Donut Problem.mp4 5.7 MB
03 Naive Bayes and Bayes Classifiers/010 Naive Bayes.mp4 16.5 MB
03 Naive Bayes and Bayes Classifiers/011 Naive Bayes Handwritten Example.mp4 6.1 MB
03 Naive Bayes and Bayes Classifiers/012 Naive Bayes in Code with MNIST.mp4 15.1 MB
03 Naive Bayes and Bayes Classifiers/013 Non-Naive Bayes.mp4 7.7 MB
03 Naive Bayes and Bayes Classifiers/014 Bayes Classifier in Code with MNIST.mp4 4.7 MB
03 Naive Bayes and Bayes Classifiers/015 Linear Discriminant Analysis LDA and Quadratic Discriminant Analysis QDA.mp4 10.9 MB
03 Naive Bayes and Bayes Classifiers/016 Generative vs Discriminative Models.mp4 5.4 MB
04 Decision Trees/017 Decision Tree Basics.mp4 8.7 MB
04 Decision Trees/018 Information Entropy.mp4 7.3 MB
04 Decision Trees/019 Maximizing Information Gain.mp4 14.6 MB
04 Decision Trees/020 Choosing the Best Split.mp4 7.0 MB

[磁力链接] 添加时间:2017-08-19 大小:429.2 MB 最近下载:2025-03-07 热度:1095

[FreeTutorials.Us] bayesian-machine-learning-in-python-ab-testing

01 Introduction and Outline/001 Whats this course all about.mp4 3.9 MB
01 Introduction and Outline/002 Where to get the code for this course.mp4 2.1 MB
01 Introduction and Outline/003 How to succeed in this course.mp4 5.8 MB
02 Bayes Rule and Probability Review/004 Bayes Rule Review.mp4 15.4 MB
02 Bayes Rule and Probability Review/005 Simple Probability Problem.mp4 3.4 MB
02 Bayes Rule and Probability Review/006 The Monty Hall Problem.mp4 6.3 MB
02 Bayes Rule and Probability Review/007 Imbalanced Classes.mp4 7.5 MB
02 Bayes Rule and Probability Review/008 Maximum Likelihood - Mean of a Gaussian.mp4 8.0 MB
02 Bayes Rule and Probability Review/009 Maximum Likelihood - Click-Through Rate.mp4 7.1 MB
02 Bayes Rule and Probability Review/010 Confidence Intervals.mp4 16.6 MB
02 Bayes Rule and Probability Review/011 What is the Bayesian Paradigm.mp4 10.4 MB
03 Traditional AB Testing/012 AB Testing Problem Setup.mp4 7.3 MB
03 Traditional AB Testing/013 Simple AB Testing Recipe.mp4 8.2 MB
03 Traditional AB Testing/014 P-Values.mp4 6.5 MB
03 Traditional AB Testing/015 Test Characteristics Assumptions and Modifications.mp4 11.0 MB
03 Traditional AB Testing/016 t-test in Code.mp4 6.2 MB
03 Traditional AB Testing/017 0.01 vs 0.011 - Why should we care.mp4 2.9 MB
03 Traditional AB Testing/018 AB Test for Click-Through Rates Chi-Square Test.mp4 9.9 MB
03 Traditional AB Testing/019 CTR AB Test in Code.mp4 17.9 MB
03 Traditional AB Testing/020 ABCD... Testing - The Bonferroni Correction.mp4 3.8 MB

[磁力链接] 添加时间:2017-08-19 大小:376.8 MB 最近下载:2025-03-13 热度:924

[FreeTutorials.Us] scala-and-spark-for-big-data-and-machine-learning

01 Course Introduction/attached_files/002 Course FAQs/Scala-and-Spark-Bootcamp-master.zip 1.1 MB
01 Course Introduction/attached_files/002 Course FAQs/Spark-PDF-Slides.zip 1.6 MB
03 Windows Scala and Spark Set-up and Installation/attached_files/008 Windows Scala and Spark Installation/winutils.exe 108.0 kB
11 Regression with Spark/attached_files/051 Alternate Linear Regression Data CSV File/Clean-Ecommerce.csv 62.4 kB
11 Regression with Spark/attached_files/051 Alternate Linear Regression Data CSV File/Clean-USA-Housing.csv 479.7 kB
01 Course Introduction/001 Introduction.mp4 10.3 MB
01 Course Introduction/002 Course FAQs.html 593 Bytes
01 Course Introduction/003 Scala and Spark Overview.mp4 22.7 MB
02 Scala IDE Options and Overview/004 ScalaIDE Overview.mp4 6.5 MB
02 Scala IDE Options and Overview/005 Computer Set-up Time.html 797 Bytes
03 Windows Scala and Spark Set-up and Installation/006 Windows Introduction.mp4 1.5 MB
03 Windows Scala and Spark Set-up and Installation/007 Quick note about Windows Installation..html 773 Bytes
03 Windows Scala and Spark Set-up and Installation/008 Windows Scala and Spark Installation.mp4 40.6 MB
03 Windows Scala and Spark Set-up and Installation/009 Atom Windows Installation.mp4 35.1 MB
03 Windows Scala and Spark Set-up and Installation/010 Terminal Exericse.html 1.2 kB
04 Mac OS Setup and Installation/011 Mac OS Installation and Setup.mp4 34.6 MB
05 Linux Ubuntu Setup and Installation/012 Linux Ubuntu Setup and Installation.mp4 36.3 MB
06 Scala Programming Level One/013 Arithmetic and Numbers.mp4 14.3 MB
06 Scala Programming Level One/014 Values and Variables.mp4 14.9 MB
06 Scala Programming Level One/015 Booleans and Comparison Operators.mp4 4.4 MB

[磁力链接] 添加时间:2017-08-22 大小:1.7 GB 最近下载:2025-03-14 热度:1500

[FreeTutorials.Us] from-0-1-machine-learning

02-jump-right-in-machine-learning-for-spam-detection/attached_files/004-machine-learning-why-should-you-jump-on-the-bandwagon/Ml-Intro-1.pdf 791.2 kB
02-jump-right-in-machine-learning-for-spam-detection/attached_files/005-plunging-in-machine-learning-approaches-to-spam-detection/Ml-Intro-2.pdf 775.2 kB
02-jump-right-in-machine-learning-for-spam-detection/attached_files/006-spam-detection-with-machine-learning-continued/ml-intro-3.pdf 892.7 kB
02-jump-right-in-machine-learning-for-spam-detection/attached_files/007-get-the-lay-of-the-land-types-of-machine-learning-problems/ml-problems.pdf 2.2 MB
03-solving-classification-problems/attached_files/009-random-variables/Random-Variable.pdf 973.0 kB
03-solving-classification-problems/attached_files/010-bayes-theorem/Bayes-Theorem.pdf 944.5 kB
03-solving-classification-problems/attached_files/011-naive-bayes-classifier/Nb-1.pdf 1.4 MB
03-solving-classification-problems/attached_files/012-naive-bayes-classifier-an-example/Nb-2.pdf 1.9 MB
03-solving-classification-problems/attached_files/013-knearest-neighbors/Knn-1.pdf 835.5 kB
03-solving-classification-problems/attached_files/014-knearest-neighbors-a-few-wrinkles/Knn-2.pdf 924.4 kB
03-solving-classification-problems/attached_files/015-support-vector-machines-introduced/Svm-1.pdf 856.8 kB
03-solving-classification-problems/attached_files/016-support-vector-machines-maximum-margin-hyperplane-and-kernel-trick/Svm-2.pdf 2.1 MB
03-solving-classification-problems/attached_files/017-artificial-neural-networksperceptrons-introduced/Ann-1.pdf 1.5 MB
03-solving-classification-problems/attached_files/017-artificial-neural-networksperceptrons-introduced/Ann-2.pdf 868.2 kB
04-clustering-as-a-form-of-unsupervised-learning/attached_files/018-clustering-introduction/Clustering-copy.pdf 3.1 MB
04-clustering-as-a-form-of-unsupervised-learning/attached_files/018-clustering-introduction/Ml-Clustering.pdf 973.9 kB
04-clustering-as-a-form-of-unsupervised-learning/attached_files/019-clustering-kmeans-and-dbscan/Clustering-copy.pdf 3.1 MB
05-association-detection/attached_files/020-association-rules-learning/Ml-Association-Rules.pdf 845.0 kB
06-dimensionality-reduction/attached_files/021-dimensionality-reduction/Dimensionality-Reduction.pdf 934.2 kB
06-dimensionality-reduction/attached_files/022-principal-component-analysis/Ml-Pca.pdf 902.1 kB

[磁力链接] 添加时间:2017-08-27 大小:10.9 GB 最近下载:2025-03-10 热度:744

Machine Learning Introdução ao sistemas de recomendações.rar

Machine Learning Introdução ao sistemas de recomendações.rar 890.1 MB

[磁力链接] 添加时间:2017-08-28 大小:890.1 MB 最近下载:2024-12-13 热度:29

Gollapudi S. - Practical Machine Learning - 2016

Gollapudi S. - Practical Machine Learning - 2016.epub 23.8 MB
Gollapudi S. - Practical Machine Learning - 2016.mobi 35.1 MB
Gollapudi S. - Practical Machine Learning - 2016.pdf 12.5 MB

[磁力链接] 添加时间:2017-09-10 大小:71.3 MB 最近下载:2025-03-13 热度:3811

Machine Learning

01.1-V3-Introduction-Welcome.mp4 14.9 MB
01.2-V2-Introduction-WhatIsMachineLearning.mp4 31.9 MB
01.3-V2-Introduction-SupervisedLearning.mp4 16.2 MB
01.4-V2-Introduction-UnsupervisedLearning.mp4 40.4 MB
02.1-V2-LinearRegressionWithOneVariable-ModelRepresentation.mp4 12.2 MB
02.2-V2-LinearRegressionWithOneVariable-CostFunction.mp4 13.7 MB
02.3-V2-LinearRegressionWithOneVariable-CostFunctionIntuitionI.mp4 17.1 MB
02.4-V2-LinearRegressionWithOneVariable-CostFunctionIntuitionII.mp4 33.2 MB
02.5-V2-LinearRegressionWithOneVariable-GradientDescent.mp4 28.3 MB
02.6-V2-LinearRegressionWithOneVariable-GradientDescentIntuition.mp4 19.8 MB
02.7-V2-LinearRegressionWithOneVariable-GradientDescentForLinearRegression.mp4 26.7 MB
02.8-V2-What'sNext.mp4 7.7 MB
03.1-V2-LinearAlgebraReview(Optional)-MatricesAndVectors.mp4 12.5 MB
03.2-V2-LinearAlgebraReview(Optional)-AdditionAndScalarMultiplication.mp4 9.7 MB
03.3-V2-LinearAlgebraReview(Optional)-MatrixVectorMultiplication.mp4 21.2 MB
03.4-V2-LinearAlgebraReview(Optional)-MatrixMatrixMultiplication.mp4 23.4 MB
03.5-V2-LinearAlgebraReview(Optional)-MatrixMultiplicationProperties.mp4 12.3 MB
03.6-V2-LinearAlgebraReview(Optional)-InverseAndTranspose.mp4 25.8 MB
04.1-LinearRegressionWithMultipleVariables-MultipleFeatures.mp4 6.4 MB
04.2-LinearRegressionWithMultipleVariables-GradientDescentForMultipleVariables.mp4 5.0 MB

[磁力链接] 添加时间:2017-09-11 大小:1.7 GB 最近下载:2024-09-12 热度:68