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Udacity - Data Science [All Courses]

  • 收录时间:2018-02-26 03:02:18
  • 文件大小:54GB
  • 下载次数:200
  • 最近下载:2020-12-18 22:31:23
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文件列表

  1. 03 Advanced/Reinforcement Learning/Reinforcement Learning Videos.zip 10GB
  2. 01 Beginner/Intro to Computer Science/Intro to Computer Science Videos.zip 7GB
  3. 02 Intermediate/Data Visualizations and D3.js/Data Visualization and D3.js Videos.zip 4GB
  4. 01 Beginner/Intro to Statistics/Intro to Statistics Videos.zip 4GB
  5. 01 Beginner/Intro to Inferential Statistics/Intro to Inferential Statistics Videos.zip 3GB
  6. 02 Intermediate/Intro to Machine Learning/Intro to Machine Learning Videos.zip 3GB
  7. 02 Intermediate/MAchine Learning - Unsupervised Learning/Machine Learning- Unsupervised Learning Videos.zip 3GB
  8. 02 Intermediate/AB Testing/B Testing Videos.zip 2GB
  9. 02 Intermediate/Real Time Analytics with Apache Storm/Real-Time Analytics with Apache Storm Videos.zip 2GB
  10. 03 Advanced/Model Building and Validation/Model Building and Validation Videos.zip 2GB
  11. 02 Intermediate/Data Wrangling with MongoDB/Data Wrangling with MongoDB Videos.zip 2GB
  12. 02 Intermediate/Data Analysis with R/Data Analysis with R Videos.zip 1GB
  13. 03 Advanced/Deep Learning/Deep Learning Videos.zip 1GB
  14. 01 Beginner/Intro to Data Analysis/Intro to Data Analysis Videos.zip 970MB
  15. 01 Beginner/Intro to descriptive statistics/Intro to Descriptive Statistics Videos.zip 963MB
  16. 02 Intermediate/Machine Learning/SL 3 - Neural Networks Videos.zip 853MB
  17. 02 Intermediate/Machine Learning/SL 1 - Decision Trees Videos.zip 814MB
  18. 01 Beginner/Intro to Statistics/Intro to Data Science Videos.zip 800MB
  19. 02 Intermediate/Machine Learning/SL 7 - Comp Learning Theory Videos.zip 708MB
  20. 02 Intermediate/Machine Learning/SL 9 - Bayesian Learning Videos.zip 691MB
  21. 02 Intermediate/Machine Learning/SL 6 - Kernel Methods & SVMs Videos.zip 654MB
  22. 02 Intermediate/Machine Learning/SL 5 - Ensemble B&B Videos.zip 616MB
  23. 02 Intermediate/Machine Learning/SL 4 - Instance Based Learning Videos.zip 582MB
  24. 02 Intermediate/Machine Learning/SL 10 - Bayesian Inference Videos.zip 577MB
  25. 02 Intermediate/Intro to Hadoop and MapReduce/Intro to Hadoop and MapReduce Videos.zip 513MB
  26. 02 Intermediate/Machine Learning/SL 2 - Regression & Classification Videos.zip 371MB
  27. 02 Intermediate/Machine Learning/ML is the ROX Videos.zip 171MB
  28. 02 Intermediate/Segmentation and Clustering/Segmentation and Clustering Videos.zip 142MB
  29. 01 Beginner/Creating an Analytical Dataset/Creating an Analytical Dataset Videos.zip 128MB
  30. 02 Intermediate/Machine Learning/SL 8 - VC Dimensions Videos.zip 121MB
  31. 02 Intermediate/Classification Models/Classification Models Videos.zip 110MB
  32. 02 Intermediate/AB Testing for Business Analysts/B Testing for Business Analysts Videos.zip 86MB
  33. 02 Intermediate/Time Series Forecasting/Time Series Forecasting Videos.zip 72MB
  34. 01 Beginner/Problem Solving with Advanced Analytics/Problem Solving with Advanced Analytics Videos.zip 46MB
  35. 01 Beginner/Data Visualization in Tableau/Data Visualization with Tableau Videos.zip 37MB
  36. 01 Beginner/Data Visualization in Tableau/global-superstore.xlsx 6MB
  37. 02 Intermediate/Machine Learning/Machine Learning Subtitles.zip 3MB
  38. 03 Advanced/Reinforcement Learning/Reinforcement Learning Subtitles.zip 2MB
  39. 01 Beginner/Intro to Computer Science/Intro to Computer Science Subtitles.zip 1MB
  40. 02 Intermediate/Machine Learning/Lesson 1 Notes.pdf 1MB
  41. 02 Intermediate/Machine Learning/Lesson 3 Notes.pdf 1MB
  42. 01 Beginner/Problem Solving with Advanced Analytics/problem-solving-framework.pdf 1MB
  43. 02 Intermediate/Machine Learning/ID3 Algorithm for Decision Trees.pdf 939KB
  44. 02 Intermediate/Machine Learning/Lesson 2 Notes.pdf 928KB
  45. 02 Intermediate/Machine Learning/Lesson 5 Notes.pdf 872KB
  46. 01 Beginner/Intro to Statistics/Intro to Statistics Subtitles.zip 811KB
  47. 02 Intermediate/Machine Learning/Lesson 7 Notes.pdf 790KB
  48. 02 Intermediate/Intro to Machine Learning/Intro to Machine Learning Subtitles.zip 736KB
  49. 02 Intermediate/Machine Learning/Lesson 6 Notes.pdf 700KB
  50. 02 Intermediate/Data Visualizations and D3.js/Data Visualization and D3.js Subtitles.zip 699KB
  51. 02 Intermediate/MAchine Learning - Unsupervised Learning/Machine Learning- Unsupervised Learning Subtitles.zip 686KB
  52. 02 Intermediate/Machine Learning/Lesson 10 Notes.pdf 636KB
  53. 01 Beginner/Intro to Inferential Statistics/Intro to Inferential Statistics Subtitles.zip 605KB
  54. 02 Intermediate/Machine Learning/Lesson 4 Notes.pdf 604KB
  55. 02 Intermediate/AB Testing/B Testing Subtitles.zip 559KB
  56. 02 Intermediate/Machine Learning/Intro to Boosting.pdf 496KB
  57. 02 Intermediate/Machine Learning/Bayesian Learning Extension.pdf 485KB
  58. 02 Intermediate/Machine Learning/Lesson 9 Notes.pdf 456KB
  59. 01 Beginner/Intro to descriptive statistics/Intro to Descriptive Statistics Subtitles.zip 420KB
  60. 02 Intermediate/Data Analysis with R/Data Analysis with R Subtitles.zip 408KB
  61. 02 Intermediate/Machine Learning/Bayesian Inference Review.pdf 387KB
  62. 03 Advanced/Model Building and Validation/Model Building and Validation Subtitles.zip 364KB
  63. 02 Intermediate/Classification Models/churndata.yxdb 363KB
  64. 02 Intermediate/Classification Models/churndata-clean.yxdb 348KB
  65. 02 Intermediate/Machine Learning/Kernel Methods and SVMs.pdf 345KB
  66. 01 Beginner/Intro to Statistics/Intro to Data Science Subtitles.zip 338KB
  67. 02 Intermediate/Machine Learning/PAC Learning.pdf 331KB
  68. 01 Beginner/Intro to Data Analysis/Intro to Data Analysis Subtitles.zip 302KB
  69. 02 Intermediate/Machine Learning/Linear Regression Review.pdf 298KB
  70. 02 Intermediate/Machine Learning/Lesson 8 Notes.pdf 296KB
  71. 02 Intermediate/Machine Learning/VC Dimensions Review.pdf 269KB
  72. 02 Intermediate/Machine Learning/Gradient Descent.pdf 254KB
  73. 02 Intermediate/Machine Learning/Instance Based Learning.pdf 164KB
  74. 02 Intermediate/Machine Learning/SL 9 - Bayesian Learning Subtitles.zip 161KB
  75. 03 Advanced/Deep Learning/Deep Learning Subtitles.zip 146KB
  76. 01 Beginner/Intro to Computer Science/Best Programming Practices.pdf 132KB
  77. 01 Beginner/Intro to Computer Science/Problem Solving Techniques.pdf 123KB
  78. 02 Intermediate/Intro to Hadoop and MapReduce/Intro to Hadoop and MapReduce Subtitles.zip 123KB
  79. 02 Intermediate/Classification Models/hotelloyaltydata.csv 115KB
  80. 02 Intermediate/Machine Learning/SL 3 - Neural Networks Subtitles.zip 104KB
  81. 01 Beginner/Problem Solving with Advanced Analytics/methodology-map.jpg 69KB
  82. 02 Intermediate/Classification Models/employees-transporatationdata.yxdb 49KB
  83. 02 Intermediate/Classification Models/missingemployees.csv 27KB