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文档列表

03 Advanced/Reinforcement Learning/Reinforcement Learning Videos.zip 10.8 GB
01 Beginner/Intro to Computer Science/Intro to Computer Science Videos.zip 7.1 GB
02 Intermediate/Data Visualizations and D3.js/Data Visualization and D3.js Videos.zip 4.6 GB
01 Beginner/Intro to Statistics/Intro to Statistics Videos.zip 4.3 GB
01 Beginner/Intro to Inferential Statistics/Intro to Inferential Statistics Videos.zip 3.4 GB
02 Intermediate/Intro to Machine Learning/Intro to Machine Learning Videos.zip 3.2 GB
02 Intermediate/MAchine Learning - Unsupervised Learning/Machine Learning- Unsupervised Learning Videos.zip 3.1 GB
02 Intermediate/AB Testing/B Testing Videos.zip 2.5 GB
02 Intermediate/Real Time Analytics with Apache Storm/Real-Time Analytics with Apache Storm Videos.zip 2.2 GB
03 Advanced/Model Building and Validation/Model Building and Validation Videos.zip 2.1 GB
02 Intermediate/Data Wrangling with MongoDB/Data Wrangling with MongoDB Videos.zip 1.9 GB
02 Intermediate/Data Analysis with R/Data Analysis with R Videos.zip 1.3 GB
03 Advanced/Deep Learning/Deep Learning Videos.zip 1.1 GB
01 Beginner/Intro to Data Analysis/Intro to Data Analysis Videos.zip 1.0 GB
01 Beginner/Intro to descriptive statistics/Intro to Descriptive Statistics Videos.zip 1.0 GB
02 Intermediate/Machine Learning/SL 3 - Neural Networks Videos.zip 894.2 MB
02 Intermediate/Machine Learning/SL 1 - Decision Trees Videos.zip 853.4 MB
01 Beginner/Intro to Statistics/Intro to Data Science Videos.zip 839.0 MB
02 Intermediate/Machine Learning/SL 7 - Comp Learning Theory Videos.zip 742.3 MB
02 Intermediate/Machine Learning/SL 9 - Bayesian Learning Videos.zip 725.1 MB
02 Intermediate/Machine Learning/SL 6 - Kernel Methods & SVMs Videos.zip 685.9 MB
02 Intermediate/Machine Learning/SL 5 - Ensemble B&B Videos.zip 645.9 MB
02 Intermediate/Machine Learning/SL 4 - Instance Based Learning Videos.zip 610.3 MB
02 Intermediate/Machine Learning/SL 10 - Bayesian Inference Videos.zip 605.5 MB
02 Intermediate/Intro to Hadoop and MapReduce/Intro to Hadoop and MapReduce Videos.zip 538.0 MB
02 Intermediate/Machine Learning/SL 2 - Regression & Classification Videos.zip 388.6 MB
02 Intermediate/Machine Learning/ML is the ROX Videos.zip 179.1 MB
02 Intermediate/Segmentation and Clustering/Segmentation and Clustering Videos.zip 148.9 MB
01 Beginner/Creating an Analytical Dataset/Creating an Analytical Dataset Videos.zip 134.7 MB
02 Intermediate/Machine Learning/SL 8 - VC Dimensions Videos.zip 126.6 MB
02 Intermediate/Classification Models/Classification Models Videos.zip 115.2 MB
02 Intermediate/AB Testing for Business Analysts/B Testing for Business Analysts Videos.zip 90.0 MB
02 Intermediate/Time Series Forecasting/Time Series Forecasting Videos.zip 75.9 MB
01 Beginner/Problem Solving with Advanced Analytics/Problem Solving with Advanced Analytics Videos.zip 48.4 MB
01 Beginner/Data Visualization in Tableau/Data Visualization with Tableau Videos.zip 39.1 MB
01 Beginner/Data Visualization in Tableau/global-superstore.xlsx 6.3 MB
02 Intermediate/Machine Learning/Machine Learning Subtitles.zip 2.9 MB
03 Advanced/Reinforcement Learning/Reinforcement Learning Subtitles.zip 2.5 MB
01 Beginner/Intro to Computer Science/Intro to Computer Science Subtitles.zip 1.5 MB
02 Intermediate/Machine Learning/Lesson 1 Notes.pdf 1.5 MB
02 Intermediate/Machine Learning/Lesson 3 Notes.pdf 1.4 MB
01 Beginner/Problem Solving with Advanced Analytics/problem-solving-framework.pdf 1.3 MB
02 Intermediate/Machine Learning/ID3 Algorithm for Decision Trees.pdf 961.1 kB
02 Intermediate/Machine Learning/Lesson 2 Notes.pdf 950.0 kB
02 Intermediate/Machine Learning/Lesson 5 Notes.pdf 892.7 kB
01 Beginner/Intro to Statistics/Intro to Statistics Subtitles.zip 830.5 kB
02 Intermediate/Machine Learning/Lesson 7 Notes.pdf 808.9 kB
02 Intermediate/Intro to Machine Learning/Intro to Machine Learning Subtitles.zip 753.4 kB
02 Intermediate/Machine Learning/Lesson 6 Notes.pdf 717.3 kB
02 Intermediate/Data Visualizations and D3.js/Data Visualization and D3.js Subtitles.zip 715.5 kB
02 Intermediate/MAchine Learning - Unsupervised Learning/Machine Learning- Unsupervised Learning Subtitles.zip 702.1 kB
02 Intermediate/Machine Learning/Lesson 10 Notes.pdf 651.6 kB
01 Beginner/Intro to Inferential Statistics/Intro to Inferential Statistics Subtitles.zip 620.0 kB
02 Intermediate/Machine Learning/Lesson 4 Notes.pdf 618.8 kB
02 Intermediate/AB Testing/B Testing Subtitles.zip 572.2 kB
02 Intermediate/Machine Learning/Intro to Boosting.pdf 508.2 kB
02 Intermediate/Machine Learning/Bayesian Learning Extension.pdf 496.5 kB
02 Intermediate/Machine Learning/Lesson 9 Notes.pdf 467.4 kB
01 Beginner/Intro to descriptive statistics/Intro to Descriptive Statistics Subtitles.zip 430.5 kB
02 Intermediate/Data Analysis with R/Data Analysis with R Subtitles.zip 417.3 kB
02 Intermediate/Machine Learning/Bayesian Inference Review.pdf 396.0 kB
03 Advanced/Model Building and Validation/Model Building and Validation Subtitles.zip 373.2 kB
02 Intermediate/Classification Models/churndata.yxdb 371.7 kB
02 Intermediate/Classification Models/churndata-clean.yxdb 356.5 kB
02 Intermediate/Machine Learning/Kernel Methods and SVMs.pdf 352.9 kB
01 Beginner/Intro to Statistics/Intro to Data Science Subtitles.zip 346.0 kB
02 Intermediate/Machine Learning/PAC Learning.pdf 339.4 kB
01 Beginner/Intro to Data Analysis/Intro to Data Analysis Subtitles.zip 309.2 kB
02 Intermediate/Machine Learning/Linear Regression Review.pdf 305.0 kB
02 Intermediate/Machine Learning/Lesson 8 Notes.pdf 303.6 kB
02 Intermediate/Machine Learning/VC Dimensions Review.pdf 275.9 kB
02 Intermediate/Machine Learning/Gradient Descent.pdf 260.1 kB
02 Intermediate/Machine Learning/Instance Based Learning.pdf 167.7 kB
02 Intermediate/Machine Learning/SL 9 - Bayesian Learning Subtitles.zip 165.1 kB
03 Advanced/Deep Learning/Deep Learning Subtitles.zip 149.8 kB
01 Beginner/Intro to Computer Science/Best Programming Practices.pdf 135.2 kB
01 Beginner/Intro to Computer Science/Problem Solving Techniques.pdf 125.9 kB
02 Intermediate/Intro to Hadoop and MapReduce/Intro to Hadoop and MapReduce Subtitles.zip 125.5 kB
02 Intermediate/Classification Models/hotelloyaltydata.csv 117.8 kB
02 Intermediate/Machine Learning/SL 3 - Neural Networks Subtitles.zip 107.0 kB
01 Beginner/Problem Solving with Advanced Analytics/methodology-map.jpg 70.9 kB
02 Intermediate/Classification Models/employees-transporatationdata.yxdb 50.5 kB
02 Intermediate/Classification Models/missingemployees.csv 28.1 kB

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