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  1. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/015 Evaluating - Preparing New Data for Scoring.mp4 141.5 MB
  2. TutsNode.com.txt 63 bytes
  3. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/015 Evaluating - Preparing New Data for Scoring.en.srt 23.7 KB
  4. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/006 Performance across Training and Test Data.en.srt 20.8 KB
  5. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/01 Introduction/002 Course Materials.html 1.3 KB
  6. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/01 Introduction/external-assets-links.txt 231 bytes
  7. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/009 Gradient Descent Intuition - Part 1.en.srt 20.7 KB
  8. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/004 Evaluating the Model on Unseen Data.en.srt 19.6 KB
  9. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/06 Classification Problems and Logistic Regression/005 Log-Loss Function Intuition.en.srt 19.4 KB
  10. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/012 Multivariate Linear Regression.en.srt 19.4 KB
  11. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/02 Setting up Environment - R and R Studio/external-assets-links.txt 120 bytes
  12. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/003 Example of a High Variance Model.en.srt 18.9 KB
  13. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/011 Modelling - Training a Random Forest.en.srt 18.4 KB
  14. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/03 Installing Libraries/002 Loading Libraries.en.srt 2.8 KB
  15. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/08 Tree Based Models - Decision Trees/002 Classification Trees - First Split and Gini Impurity Concept.en.srt 18.2 KB
  16. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/03 Installing Libraries/003 Let's start!.en.srt 995 bytes
  17. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/007 Linear Regression Evaluation.en.srt 18.0 KB
  18. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/007 Regression Metrics - Plotting the Residuals.en.srt 17.9 KB
  19. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/01 Introduction/001 Welcome to the Course!.en.srt 17.6 KB
  20. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/08 Tree Based Models - Decision Trees/011 Regression Trees - Comparing between Tree and Linear Model.en.srt 17.6 KB
  21. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/008 Linear Regression Closed Form Solution.en.srt 17.4 KB
  22. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/005 Randomized Train and Test Split.en.srt 16.8 KB
  23. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/008 Feature Engineering - Creating Weekday feature and Building Data Pipeline.en.srt 16.7 KB
  24. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/010 Classification Metrics - Fitting Logistic Regression and Confusion Matrix Intro.en.srt 16.6 KB
  25. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/004 Feature Engineering - Time Based Features.en.srt 15.7 KB
  26. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/06 Classification Problems and Logistic Regression/002 Classification Problems Intuition - Why Linear Regression is unfit.en.srt 15.6 KB
  27. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/007 Feature Engineering - Visualizing Correlation and Adding Features to our table.en.srt 15.5 KB
  28. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/08 Tree Based Models - Decision Trees/007 Regression Trees - Intuition.en.srt 15.5 KB
  29. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/003 Exploratory Data Analysis - Removing Outliers.en.srt 15.5 KB
  30. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/002 Example of a High Bias Model.en.srt 15.2 KB
  31. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/013 Classification Metrics - Building ROC Curve.en.srt 14.3 KB
  32. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/009 Modelling - Preparing Data for Modelling.en.srt 14.2 KB
  33. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/03 Installing Libraries/001 Installing Libraries.en.srt 14.0 KB
  34. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/06 Classification Problems and Logistic Regression/007 Visualizing Log-Loss in 3 Dimensions.en.srt 13.3 KB
  35. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/09 Tree Based Models - Random Forests/002 Fitting Different Decision Trees.en.srt 12.8 KB
  36. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/010 Small Typo.html 1.1 KB
  37. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/001 Linear Regression - Introduction.en.srt 1.8 KB
  38. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/006 Feature Engineering - Building Location Based Features (Manhattan and Euclidean).en.srt 12.7 KB
  39. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/010 Gradient Descent Intuition - Part 2.en.srt 12.7 KB
  40. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/001 Model Evaluation and Selection - Introduction.en.srt 3.1 KB
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  42. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/03 Installing Libraries/001 Installing Libraries.mp4 140.7 MB
  43. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/011 Visualizing Gradient Descent.en.srt 12.6 KB
  44. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/08 Tree Based Models - Decision Trees/001 Classification Trees - Problem Evaluation and Fitting a Logistic Regression.en.srt 12.5 KB
  45. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/06 Classification Problems and Logistic Regression/006 Gradient Descent Intuition - Classification.en.srt 12.5 KB
  46. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/002 Exploratory Data Analysis - Loading Taxi Trip and Analyzing Outliers.en.srt 12.0 KB
  47. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/08 Tree Based Models - Decision Trees/003 Classification Trees - Finding the Best Split with Minimum Gini Impurity.en.srt 11.6 KB
  48. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/06 Classification Problems and Logistic Regression/004 Summary of Logistic Regression and Accuracy.en.srt 11.0 KB
  49. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/09 Tree Based Models - Random Forests/003 Building a Random Forest from Scratch with Three Estimators.en.srt 10.9 KB
  50. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/02 Setting up Environment - R and R Studio/002 Installing R Studio.en.srt 10.8 KB
  51. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/009 Regression Metrics - R-Square Breakdown and MAPE.en.srt 10.6 KB
  52. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/09 Tree Based Models - Random Forests/001 Random Forest Intuition and Subsetting Data.en.srt 10.4 KB
  53. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/010 Modelling - Fitting Linear Regression.en.srt 10.3 KB
  54. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/008 Regression Metrics - MSE, MAE and RMSE.en.srt 10.1 KB
  55. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/005 Arrange and Mutate.en.srt 10.0 KB
  56. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/06 Classification Problems and Logistic Regression/003 Calculating Sigmoid Function and Fitting a Logistic Regression.en.srt 10.0 KB
  57. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/016 Evaluating - Scoring New Data and Submitting do Kaggle.en.srt 9.8 KB
  58. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/012 Modelling - Caret Implementation and API.en.srt 9.2 KB
  59. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/014 Classification Metrics - ROCR Package and Area Under the Curve.en.srt 9.1 KB
  60. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/002 Filter and Pipe Format.en.srt 9.0 KB
  61. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/06 Classification Problems and Logistic Regression/001 Classification Problems - Introduction.en.srt 2.7 KB
  62. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/02 Setting up Environment - R and R Studio/001 Installing R.en.srt 8.9 KB
  63. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/009 Joining Dataframes.en.srt 8.8 KB
  64. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/005 Feature Engineering - Visualizing Trip Duration per Feature.en.srt 8.7 KB
  65. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/08 Tree Based Models - Decision Trees/010 Regression Trees - Fitting the Algorithm.en.srt 8.5 KB
  66. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/09 Tree Based Models - Random Forests/005 Random Forest - R Package Implementation.en.srt 8.4 KB
  67. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/012 Classification Metrics - Precision, Recall and F-Score.en.srt 8.2 KB
  68. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/08 Tree Based Models - Decision Trees/005 Classification Trees - Adding more Thresholds and Visualizing Classification.en.srt 8.0 KB
  69. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/013 Modelling - Building Custom Experiments _ Hyperparameter Tuning.en.srt 8.0 KB
  70. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/11 Thank you!/003 Final Notes.en.srt 1.9 KB
  71. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/11 Thank you!/001 Bonus Lecture - Other Courses.html 1.7 KB
  72. .pad/1 574 bytes
  73. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/004 Evaluating the Model on Unseen Data.mp4 134.3 MB
  74. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/08 Tree Based Models - Decision Trees/009 Regression Trees - Finding the Best Split with Residual Sum of Squares.en.srt 7.9 KB
  75. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/001 Intro to Dplyr and Tibble Data Structure.en.srt 7.8 KB
  76. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/08 Tree Based Models - Decision Trees/004 Classification Trees - Fitting a Decision Tree using RPart.en.srt 7.5 KB
  77. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/006 Training our First Linear Model.en.srt 6.8 KB
  78. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/014 Modelling - Evaluating Best Model.en.srt 6.7 KB
  79. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/004 Fitting a Random Line.en.srt 6.7 KB
  80. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/006 Select and Distinct.en.srt 6.3 KB
  81. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/08 Tree Based Models - Decision Trees/008 Regression Trees - Calculating Residual Sum of Squares.en.srt 6.3 KB
  82. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/08 Tree Based Models - Decision Trees/006 Classification Trees - Tweaking Hyperparameters and Checking Accuracy.en.srt 6.1 KB
  83. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/002 Loading the Data into R.en.srt 5.7 KB
  84. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/001 Data Science Project - Taxi Trip Duration Project - Introduction.en.srt 5.6 KB
  85. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/003 Plotting Feature (Age) and Target (Income) Variables.en.srt 5.6 KB
  86. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/005 Adjusting the Weight of our Linear Model.en.srt 4.9 KB
  87. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/011 Classification Metrics - TP, FP, TN, FN.en.srt 4.8 KB
  88. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/09 Tree Based Models - Random Forests/004 Measuring the Accuracy of Each Trees and of the Ensemble Average.en.srt 4.7 KB
  89. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/003 Glimpse and Lists as Columns.en.srt 4.6 KB
  90. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/008 Summarize and Group By.en.srt 4.4 KB
  91. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/004 Function Encapsulation and Multiple Arguments.en.srt 4.4 KB
  92. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/007 Sample_N and Sample_Frac.en.srt 4.2 KB
  93. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/11 Thank you!/002 Detailed Feedback.html 1.2 KB
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  96. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/003 Example of a High Variance Model.mp4 132.2 MB
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  104. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/08 Tree Based Models - Decision Trees/011 Regression Trees - Comparing between Tree and Linear Model.mp4 119.7 MB
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  106. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/011 Modelling - Training a Random Forest.mp4 112.6 MB
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  110. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/007 Feature Engineering - Visualizing Correlation and Adding Features to our table.mp4 111.3 MB
  111. .pad/10 764.9 KB
  112. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/012 Multivariate Linear Regression.mp4 109.5 MB
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  116. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/008 Feature Engineering - Creating Weekday feature and Building Data Pipeline.mp4 108.2 MB
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  118. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/003 Exploratory Data Analysis - Removing Outliers.mp4 106.4 MB
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  120. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/007 Regression Metrics - Plotting the Residuals.mp4 104.4 MB
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  122. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/06 Classification Problems and Logistic Regression/005 Log-Loss Function Intuition.mp4 93.9 MB
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  124. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/010 Classification Metrics - Fitting Logistic Regression and Confusion Matrix Intro.mp4 90.3 MB
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  126. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/02 Setting up Environment - R and R Studio/002 Installing R Studio.mp4 90.0 MB
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  128. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/004 Feature Engineering - Time Based Features.mp4 89.2 MB
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  130. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/009 Modelling - Preparing Data for Modelling.mp4 89.2 MB
  131. .pad/20 832.5 KB
  132. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/10 Data Science Project - Kaggle Taxi Trip Duration/006 Feature Engineering - Building Location Based Features (Manhattan and Euclidean).mp4 89.1 MB
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  146. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/008 Linear Regression Closed Form Solution.mp4 82.0 MB
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