Pluralsight Path. Interpreting Data with Python (2019)

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Files
  1. cover.jpg 125.96KB
  2. scr 2022-08.png 81.51KB
  3. ~i.txt 1.13KB
  4. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/exercise.7z 4.20MB
  5. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/playlist.m3u 3.37KB
  6. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/~i.txt 1.94KB
  7. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.mp4 3.64MB
  8. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.vtt 2.73KB
  9. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/01. Version Check.mp4 566.10KB
  10. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/01. Version Check.vtt 7B
  11. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/02. Module Overview.mp4 1.71MB
  12. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/02. Module Overview.vtt 1.79KB
  13. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/03. Prerequisites and Course Outline.mp4 1.54MB
  14. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/03. Prerequisites and Course Outline.vtt 1.81KB
  15. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/04. Statistics in Understanding Data.mp4 6.44MB
  16. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/04. Statistics in Understanding Data.vtt 7.28KB
  17. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/05. Measures of Central Tendency and Dispersion.mp4 7.67MB
  18. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/05. Measures of Central Tendency and Dispersion.vtt 8.07KB
  19. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/06. Bivariate and Multivariate Descriptive Statistics.mp4 4.65MB
  20. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/06. Bivariate and Multivariate Descriptive Statistics.vtt 4.56KB
  21. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/07. Demo - Loading Cleaning and Preparing Data.mp4 10.63MB
  22. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/07. Demo - Loading Cleaning and Preparing Data.vtt 7.62KB
  23. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/08. Demo - Exploring and Visualizing Relationships.mp4 13.18MB
  24. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/08. Demo - Exploring and Visualizing Relationships.vtt 10.21KB
  25. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/09. Demo - Calculating and Visualizing Correlations.mp4 17.31MB
  26. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/09. Demo - Calculating and Visualizing Correlations.vtt 11.46KB
  27. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/10. Autocorrelation.mp4 2.16MB
  28. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/10. Autocorrelation.vtt 2.51KB
  29. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/11. Demo - Calculating and Visualizing Autocorrelation.mp4 9.99MB
  30. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/11. Demo - Calculating and Visualizing Autocorrelation.vtt 7.27KB
  31. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/12. Demo - Line Plots and Bar Graphs.mp4 7.81MB
  32. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/12. Demo - Line Plots and Bar Graphs.vtt 5.29KB
  33. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/13. Demo - Box Plots Violin Plots and Pie Charts.mp4 9.70MB
  34. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/13. Demo - Box Plots Violin Plots and Pie Charts.vtt 7.36KB
  35. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/14. Module Summary.mp4 1.74MB
  36. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/2. Identifying and Visualizing Common Relationships in Data/14. Module Summary.vtt 2.06KB
  37. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/1. Module Overview.mp4 3.55MB
  38. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/1. Module Overview.vtt 3.29KB
  39. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/2. Kernel Density Estimation.mp4 5.05MB
  40. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/2. Kernel Density Estimation.vtt 5.82KB
  41. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/3. Demo - Histograms, KDE Plots, Rug Plots.mp4 14.72MB
  42. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/3. Demo - Histograms, KDE Plots, Rug Plots.vtt 11.58KB
  43. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/4. Demo - Exploring Continuous and Categorical Relationships.mp4 13.22MB
  44. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/4. Demo - Exploring Continuous and Categorical Relationships.vtt 9.97KB
  45. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/5. Demo - Pairwise Relationships.mp4 13.08MB
  46. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/5. Demo - Pairwise Relationships.vtt 10.21KB
  47. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/6. Demo - Visualizing Multiple Relationships with Facets.mp4 7.97MB
  48. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/6. Demo - Visualizing Multiple Relationships with Facets.vtt 5.79KB
  49. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/7. Module Summary.mp4 1.82MB
  50. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/3. Identifying and Visualizing Probabilistic and Statistical Relationships/7. Module Summary.vtt 1.74KB
  51. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/01. Module Overview.mp4 2.04MB
  52. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/01. Module Overview.vtt 1.98KB
  53. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/02. Introducing Altair.mp4 4.06MB
  54. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/02. Introducing Altair.vtt 4.36KB
  55. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/03. Demo - Getting Started with Altair.mp4 16.98MB
  56. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/03. Demo - Getting Started with Altair.vtt 8.77KB
  57. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/04. Demo - Simple Altair Plots to Slice and Explore Data.mp4 10.86MB
  58. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/04. Demo - Simple Altair Plots to Slice and Explore Data.vtt 7.43KB
  59. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/05. Demo - Visualizing Relationships Using Binning and Aggregation.mp4 7.62MB
  60. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/05. Demo - Visualizing Relationships Using Binning and Aggregation.vtt 5.48KB
  61. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/06. Demo - Interactive Visualizations with Altair.mp4 17.58MB
  62. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/06. Demo - Interactive Visualizations with Altair.vtt 11.65KB
  63. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/07. Introducing Plotly.mp4 2.30MB
  64. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/07. Introducing Plotly.vtt 2.40KB
  65. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/08. Demo - Interactive Visualizations for Financial Data Using Plotly.mp4 11.82MB
  66. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/08. Demo - Interactive Visualizations for Financial Data Using Plotly.vtt 7.91KB
  67. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/09. Demo - Geographical Plots Using Bubble Maps.mp4 7.02MB
  68. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/09. Demo - Geographical Plots Using Bubble Maps.vtt 4.84KB
  69. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/10. Summary and Further Study.mp4 1.91MB
  70. A1. Finding Relationships in Data with Python (Janani Ravi, 2019)/4. Using Interactive Visualizations to Explore Relationships in Data/10. Summary and Further Study.vtt 2.18KB
  71. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/exercise.7z 2.94MB
  72. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/playlist.m3u 3.53KB
  73. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/~i.txt 2.16KB
  74. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.mp4 3.60MB
  75. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.vtt 3.11KB
  76. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/01. Version Check.mp4 616.54KB
  77. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/01. Version Check.vtt 7B
  78. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/02. Module Overview.mp4 2.26MB
  79. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/02. Module Overview.vtt 2.26KB
  80. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/03. Prerequisites and Course Outline.mp4 1.76MB
  81. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/03. Prerequisites and Course Outline.vtt 2.28KB
  82. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/04. Descriptive Statistics to Summarize Data.mp4 6.37MB
  83. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/04. Descriptive Statistics to Summarize Data.vtt 6.96KB
  84. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/05. Introducing Hypothesis Testing.mp4 7.65MB
  85. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/05. Introducing Hypothesis Testing.vtt 7.19KB
  86. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/06. Lady Tasting Tea.mp4 7.69MB
  87. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/06. Lady Tasting Tea.vtt 6.77KB
  88. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/07. The Power, Alpha and p-value of a Statistical Test.mp4 3.77MB
  89. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/07. The Power, Alpha and p-value of a Statistical Test.vtt 3.64KB
  90. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/08. Introducing the t-test.mp4 6.16MB
  91. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/08. Introducing the t-test.vtt 5.82KB
  92. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/09. One Sample Location t-test and the Z-Test.mp4 4.67MB
  93. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/09. One Sample Location t-test and the Z-Test.vtt 4.60KB
  94. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/10. Other Types of t-tests.mp4 9.77MB
  95. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/10. Other Types of t-tests.vtt 8.72KB
  96. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/11. One-way ANOVA.mp4 9.90MB
  97. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/11. One-way ANOVA.vtt 9.66KB
  98. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/12. Two-way ANOVA.mp4 3.84MB
  99. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/12. Two-way ANOVA.vtt 4.01KB
  100. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/13. Pearsons Chi2 Test.mp4 6.77MB
  101. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/13. Pearsons Chi2 Test.vtt 6.39KB
  102. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/14. Module Summary.mp4 2.23MB
  103. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/2. Understanding Inferential Statistics/14. Module Summary.vtt 2.31KB
  104. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/1. Module Overview.mp4 2.04MB
  105. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/1. Module Overview.vtt 1.94KB
  106. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/2. Demo - Preparing Data for Hypothesis Testing.mp4 16.08MB
  107. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/2. Demo - Preparing Data for Hypothesis Testing.vtt 11.73KB
  108. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/3. Demo - Performing the Independent t-test.mp4 12.84MB
  109. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/3. Demo - Performing the Independent t-test.vtt 9.71KB
  110. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/4. Demo - Performing Welchs t-test.mp4 13.18MB
  111. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/4. Demo - Performing Welchs t-test.vtt 10.75KB
  112. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/5. Demo - Performing the Paired Difference t-test.mp4 10.43MB
  113. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/5. Demo - Performing the Paired Difference t-test.vtt 7.54KB
  114. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/6. Demo - One-way ANOVA and Tukeys Honest Significant Difference Test.mp4 10.59MB
  115. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/6. Demo - One-way ANOVA and Tukeys Honest Significant Difference Test.vtt 7.99KB
  116. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/7. Demo - Two-way ANOVA.mp4 17.90MB
  117. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/7. Demo - Two-way ANOVA.vtt 11.84KB
  118. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/8. Demo - Chi2 Analysis.mp4 15.05MB
  119. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/8. Demo - Chi2 Analysis.vtt 11.79KB
  120. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/9. Module Summary.mp4 2.13MB
  121. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/3. Performing Hypothesis Testing in Python/9. Module Summary.vtt 1.99KB
  122. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/01. Module Overview.mp4 1.78MB
  123. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/01. Module Overview.vtt 1.87KB
  124. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/02. Introducing Linear Regression.mp4 5.36MB
  125. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/02. Introducing Linear Regression.vtt 5.78KB
  126. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/03. Minimizing Mean Square Error.mp4 4.82MB
  127. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/03. Minimizing Mean Square Error.vtt 5.00KB
  128. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/04. Multiple Regression and Adjusted R-square.mp4 6.95MB
  129. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/04. Multiple Regression and Adjusted R-square.vtt 6.67KB
  130. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/05. Demo - Preparing Data for Simple Linear Regression.mp4 12.14MB
  131. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/05. Demo - Preparing Data for Simple Linear Regression.vtt 8.83KB
  132. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/06. Demo - Linear Regression Using Analytical and Machine Learning Techniques.mp4 10.30MB
  133. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/06. Demo - Linear Regression Using Analytical and Machine Learning Techniques.vtt 7.35KB
  134. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/07. Demo - Visualizing Correlations in Data.mp4 7.21MB
  135. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/07. Demo - Visualizing Correlations in Data.vtt 4.87KB
  136. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/08. Demo - Selecting Relevant Features for Multiple Regression Using Correlations.mp4 11.37MB
  137. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/08. Demo - Selecting Relevant Features for Multiple Regression Using Correlations.vtt 7.54KB
  138. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/09. Demo - Selecting Relevant Features for Multiple Regression Using Mutual Information.mp4 5.48MB
  139. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/09. Demo - Selecting Relevant Features for Multiple Regression Using Mutual Information.vtt 2.70KB
  140. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/10. Module Summary.mp4 1.86MB
  141. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/4. Implementing Predictive Models for Continuous Data/10. Module Summary.vtt 2.04KB
  142. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/1. Module Overview.mp4 2.44MB
  143. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/1. Module Overview.vtt 2.59KB
  144. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/2. The Intuition behind Logistic Regression.mp4 8.94MB
  145. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/2. The Intuition behind Logistic Regression.vtt 9.28KB
  146. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/3. Logistic Regression and Linear Regression.mp4 4.76MB
  147. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/3. Logistic Regression and Linear Regression.vtt 4.60KB
  148. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/4. Accuracy, Precision, and Recall.mp4 8.28MB
  149. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/4. Accuracy, Precision, and Recall.vtt 7.85KB
  150. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/5. Demo - Performing Classification Using Logistic Regression.mp4 12.81MB
  151. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/5. Demo - Performing Classification Using Logistic Regression.vtt 8.85KB
  152. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/6. Demo - Selecting Features Using Chi2, ANOVA, and Mutual Information.mp4 14.07MB
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  154. A2. Interpreting Data Using Statistical Models with Python (Janani Ravi, 2019)/5. Implementing Predictive Models for Categorical Data/7. Summary and Further Study.mp4 2.74MB
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  193. B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/04. Demo - Influence of Outliers on Mean and Median.mp4 8.75MB
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  205. B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/10. Demo - Calculating and Visualizing Confidence Intervals.mp4 11.01MB
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  207. B1. Interpreting Data Using Descriptive Statistics with Python (Janani Ravi, 2019)/3. Working with Descriptive Statistics Using Pandas/11. Module Summary.mp4 2.21MB
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