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[Coursera Specialization] Data Science by Roger D. Peng, Jeff Leek, Brian Caffo

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  2. File Size：4.20 GB
  3. Creat Time：2016-01-25
  4. Active Degree：390
  5. Last Active：2024-11-13
  6. File Tags：Coursera  Specialization  Data  Science  by  Roger  D  Peng  Jeff  Leek  Brian  Caffo  
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File List:

    [Coursera Specialization] Data Science by Roger D. Peng, Jeff Leek, Brian Caffo

  1. 7. Regression Models/07 - Newly Recorded Video Lectures/07 - 02_02 Multivariate examples/8 - 7 - 02_02 Multivariate examples.mp4 100.30 MB
  2. 7. Regression Models/05 - Whole lectures/08 - 02_02/5 - 8 - 02_02.mp4 90.91 MB
  3. 4. Exploratory Data Analysis/05 - Week 4/02 - Air Pollution Case Study [4035]/5 - 2 - Air Pollution Case Study [4035].mp4 73.74 MB
  4. 7. Regression Models/07 - Newly Recorded Video Lectures/06 - 02_01 Multivariate statistical models/8 - 6 - 02_01 Multivariate statistical models.mp4 54.79 MB
  5. 5. Reproducible Research/04 - Week 4/03 - Case Study High Throughput Biology [3051]/4 - 3 - Case Study High Throughput Biology [3051].mp4 51.77 MB
  6. 6. Statistical Inference/06 - Homework Videos/04 - Homework 4/10 - 4 - Homework 4.mp4 49.62 MB
  7. 7. Regression Models/05 - Whole lectures/07 - 02_01/5 - 7 - 02_01.mp4 45.50 MB
  8. 7. Regression Models/05 - Whole lectures/14 - 03_03/5 - 14 - 03_03.mp4 44.51 MB
  9. 7. Regression Models/05 - Whole lectures/13 - 03_02/5 - 13 - 03_02.mp4 42.86 MB
  10. 7. Regression Models/07 - Newly Recorded Video Lectures/01 - 01_01 Introduction and Least Squares/8 - 1 - 01_01 Introduction and Least Squares.mp4 42.33 MB
  11. 9. Developing Data Products/03 - Week 4/06 - yhat (Part 1) (24-39)/4 - 6 - yhat (Part 1) (2439).mp4 41.02 MB
  12. 7. Regression Models/07 - Newly Recorded Video Lectures/03 - 01_03 Least Squares/8 - 3 - 01_03 Least Squares.mp4 39.58 MB
  13. 7. Regression Models/05 - Whole lectures/16 - 01_07/5 - 16 - 01_07.mp4 37.87 MB
  14. 9. Developing Data Products/04 - Whole lectures/01 - Shiny/5 - 1 - Shiny.mp4 37.76 MB
  15. 7. Regression Models/03 - Week 3/02 - 02_02_b Dummy variables (27-08)/3 - 2 - 02_02_b Dummy variables (2708).mp4 36.07 MB
  16. 7. Regression Models/03 - Week 3/03 - 02_02_c Interactions (26-29)/3 - 3 - 02_02_c Interactions (2629).mp4 35.23 MB
  17. 7. Regression Models/05 - Whole lectures/11 - 02_05/5 - 11 - 02_05.mp4 34.32 MB
  18. 9. Developing Data Products/03 - Week 4/03 - Building R Packages Demo (18-00)/4 - 3 - Building R Packages Demo (1800).mp4 32.75 MB
  19. 9. Developing Data Products/04 - Whole lectures/04 - R Studio Presenter/5 - 4 - R Studio Presenter.mp4 32.70 MB
  20. 6. Statistical Inference/02 - Second Week/10 - 07 03 Asymptotics and confidence intervals (20-10)/2 - 10 - 07 03 Asymptotics and confidence intervals (2010).mp4 31.89 MB
  21. 9. Developing Data Products/04 - Whole lectures/02 - shiny2/5 - 2 - shiny2.mp4 31.87 MB
  22. 6. Statistical Inference/04 - Fourth Week/05 - 12 Multiple Comparisons (25-22)/4 - 5 - 12 Multiple Comparisons (2522).mp4 31.26 MB
  23. 7. Regression Models/05 - Whole lectures/01 - 01_01/5 - 1 - 01_01.mp4 30.61 MB
  24. 6. Statistical Inference/06 - Homework Videos/02 - Homework 2/10 - 2 - Homework 2.mp4 30.16 MB
  25. 7. Regression Models/07 - Newly Recorded Video Lectures/05 - 01_05 Statistical linear regression models/8 - 5 - 01_05 Statistical linear regression models.mp4 29.46 MB
  26. 9. Developing Data Products/04 - Whole lectures/03 - Slidify/5 - 3 - Slidify.mp4 29.37 MB
  27. 7. Regression Models/05 - Whole lectures/06 - 01_06/5 - 6 - 01_06.mp4 29.34 MB
  28. 6. Statistical Inference/06 - Homework Videos/01 - Homework 1/10 - 1 - Homework 1.mp4 28.31 MB
  29. 4. Exploratory Data Analysis/05 - Week 4/01 - Clustering Case Study [1451]/clusteringEx_data.zip 27.93 MB
  30. 7. Regression Models/05 - Whole lectures/03 - 01_03/5 - 3 - 01_03.mp4 27.50 MB
  31. 7. Regression Models/05 - Whole lectures/05 - 01_05/5 - 5 - 01_05.mp4 23.96 MB
  32. 6. Statistical Inference/02 - Second Week/06 - 06 02 Normal distribution (15-12)/2 - 6 - 06 02 Normal distribution (1512).mp4 23.95 MB
  33. 8. Practical Machine Learning/02 - Week 2/06 - Covariate creation (17-31)/2 - 6 - Covariate creation (1731).mp4 23.32 MB
  34. 7. Regression Models/05 - Whole lectures/15 - 03_04/5 - 15 - 03_04.mp4 23.29 MB
  35. 6. Statistical Inference/03 - Third Week/08 - 09 04 Two group testing (17-54)/3 - 8 - 09 04 Two group testing (1754).mp4 22.91 MB
  36. 7. Regression Models/05 - Whole lectures/10 - 02_04/5 - 10 - 02_04.mp4 22.52 MB
  37. 9. Developing Data Products/04 - Whole lectures/06 - rCharts/5 - 6 - rCharts.mp4 22.31 MB
  38. 6. Statistical Inference/06 - Homework Videos/03 - Homework 3/10 - 3 - Homework 3.mp4 22.30 MB
  39. 7. Regression Models/05 - Whole lectures/09 - 02_03/5 - 9 - 02_03.mp4 22.21 MB
  40. 9. Developing Data Products/03 - Week 4/07 - yhat (Part 2) (11-38)/4 - 7 - yhat (Part 2) (1138).mp4 21.73 MB
  41. 6. Statistical Inference/03 - Third Week/03 - 08 03 Independent group T intervals (14-36)/3 - 3 - 08 03 Independent group T intervals (1436).mp4 21.58 MB
  42. 5. Reproducible Research/01 - Week 1/07 - Structure of a Data Analysis (part 2) [1741]/1 - 8 - Structure of a Data Analysis (part 2) [1741].mp4 21.55 MB
  43. 5. Reproducible Research/04 - Week 4/02 - Case Study Air Pollution [1412]/4 - 2 - Case Study Air Pollution [1412].mp4 21.41 MB
  44. 7. Regression Models/05 - Whole lectures/12 - 03_01/5 - 12 - 03_01.mp4 20.66 MB
  45. 7. Regression Models/07 - Newly Recorded Video Lectures/04 - 01_04 Regression to the Mean/8 - 4 - 01_04 Regression to the Mean.mp4 20.36 MB
  46. 7. Regression Models/03 - Week 3/01 - 02_02_a Multivariable regression examples (14-38)/3 - 1 - 02_02_a Multivariable regression examples (1438).mp4 19.97 MB
  47. 7. Regression Models/02 - Week 2/09 - 01_07_c Prediction Intervals (14-13)/2 - 9 - 01_07_c Prediction Intervals (1413).mp4 19.42 MB
  48. 7. Regression Models/05 - Whole lectures/04 - 01_04/5 - 4 - 01_04.mp4 19.40 MB
  49. 5. Reproducible Research/02 - Week 2/01 - Coding Standards in R [859]/2 - 1 - Coding Standards in R [859].mp4 19.36 MB
  50. 4. Exploratory Data Analysis/03 - Week 2/04 - ggplot2 (part 2) [1353]/3 - 4 - ggplot2 (part 2) [1353].mp4 18.85 MB
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