Udacity - Data Science [All Courses]

1. 03 Advanced/Reinforcement Learning/Reinforcement Learning Videos.zip 10.29 GB
2. 01 Beginner/Intro to Computer Science/Intro to Computer Science Videos.zip 6.73 GB
3. 02 Intermediate/Data Visualizations and D3.js/Data Visualization and D3.js Videos.zip 4.41 GB
4. 01 Beginner/Intro to Statistics/Intro to Statistics Videos.zip 4.06 GB
5. 01 Beginner/Intro to Inferential Statistics/Intro to Inferential Statistics Videos.zip 3.22 GB
6. 02 Intermediate/Intro to Machine Learning/Intro to Machine Learning Videos.zip 3.04 GB
7. 02 Intermediate/MAchine Learning - Unsupervised Learning/Machine Learning- Unsupervised Learning Videos.zip 2.96 GB
8. 02 Intermediate/AB Testing/B Testing Videos.zip 2.40 GB
9. 02 Intermediate/Real Time Analytics with Apache Storm/Real-Time Analytics with Apache Storm Videos.zip 2.10 GB
10. 03 Advanced/Model Building and Validation/Model Building and Validation Videos.zip 1.98 GB
11. 02 Intermediate/Data Wrangling with MongoDB/Data Wrangling with MongoDB Videos.zip 1.79 GB
12. 02 Intermediate/Data Analysis with R/Data Analysis with R Videos.zip 1.21 GB
13. 03 Advanced/Deep Learning/Deep Learning Videos.zip 1.09 GB
14. 01 Beginner/Intro to Data Analysis/Intro to Data Analysis Videos.zip 993.40 MB
15. 01 Beginner/Intro to descriptive statistics/Intro to Descriptive Statistics Videos.zip 986.59 MB
16. 02 Intermediate/Machine Learning/SL 3 - Neural Networks Videos.zip 873.28 MB
17. 02 Intermediate/Machine Learning/SL 1 - Decision Trees Videos.zip 833.43 MB
18. 01 Beginner/Intro to Statistics/Intro to Data Science Videos.zip 819.33 MB
19. 02 Intermediate/Machine Learning/SL 7 - Comp Learning Theory Videos.zip 724.88 MB
20. 02 Intermediate/Machine Learning/SL 9 - Bayesian Learning Videos.zip 708.09 MB
21. 02 Intermediate/Machine Learning/SL 6 - Kernel Methods & SVMs Videos.zip 669.80 MB
22. 02 Intermediate/Machine Learning/SL 5 - Ensemble B&B Videos.zip 630.79 MB
23. 02 Intermediate/Machine Learning/SL 4 - Instance Based Learning Videos.zip 596.04 MB
24. 02 Intermediate/Machine Learning/SL 10 - Bayesian Inference Videos.zip 591.27 MB
25. 02 Intermediate/Intro to Hadoop and MapReduce/Intro to Hadoop and MapReduce Videos.zip 525.34 MB
26. 02 Intermediate/Machine Learning/SL 2 - Regression & Classification Videos.zip 379.45 MB
27. 02 Intermediate/Machine Learning/ML is the ROX Videos.zip 174.88 MB
28. 02 Intermediate/Segmentation and Clustering/Segmentation and Clustering Videos.zip 145.42 MB
29. 01 Beginner/Creating an Analytical Dataset/Creating an Analytical Dataset Videos.zip 131.54 MB
30. 02 Intermediate/Machine Learning/SL 8 - VC Dimensions Videos.zip 123.62 MB
31. 02 Intermediate/Classification Models/Classification Models Videos.zip 112.55 MB
32. 02 Intermediate/AB Testing for Business Analysts/B Testing for Business Analysts Videos.zip 87.88 MB
33. 02 Intermediate/Time Series Forecasting/Time Series Forecasting Videos.zip 74.07 MB
34. 01 Beginner/Problem Solving with Advanced Analytics/Problem Solving with Advanced Analytics Videos.zip 47.30 MB
35. 01 Beginner/Data Visualization in Tableau/Data Visualization with Tableau Videos.zip 38.20 MB
36. 01 Beginner/Data Visualization in Tableau/global-superstore.xlsx 6.14 MB
37. 02 Intermediate/Machine Learning/Machine Learning Subtitles.zip 2.87 MB
38. 03 Advanced/Reinforcement Learning/Reinforcement Learning Subtitles.zip 2.43 MB
39. 01 Beginner/Intro to Computer Science/Intro to Computer Science Subtitles.zip 1.49 MB
40. 02 Intermediate/Machine Learning/Lesson 1 Notes.pdf 1.45 MB
41. 02 Intermediate/Machine Learning/Lesson 3 Notes.pdf 1.39 MB
42. 01 Beginner/Problem Solving with Advanced Analytics/problem-solving-framework.pdf 1.30 MB
43. 02 Intermediate/Machine Learning/ID3 Algorithm for Decision Trees.pdf 961 KB
44. 02 Intermediate/Machine Learning/Lesson 2 Notes.pdf 950 KB
45. 02 Intermediate/Machine Learning/Lesson 5 Notes.pdf 892 KB
46. 01 Beginner/Intro to Statistics/Intro to Statistics Subtitles.zip 830 KB
47. 02 Intermediate/Machine Learning/Lesson 7 Notes.pdf 808 KB
48. 02 Intermediate/Intro to Machine Learning/Intro to Machine Learning Subtitles.zip 753 KB
49. 02 Intermediate/Machine Learning/Lesson 6 Notes.pdf 717 KB
50. 02 Intermediate/Data Visualizations and D3.js/Data Visualization and D3.js Subtitles.zip 715 KB