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R for Data Science Your First Step as a Data Scientist

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文件列表

  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 141MB
  2. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/03 Installing Libraries/001 Installing Libraries.mp4 141MB
  3. [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 134MB
  4. [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 132MB
  5. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/009 Gradient Descent Intuition - Part 1.mp4 131MB
  6. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/01 Introduction/001 Welcome to the Course!.mp4 128MB
  7. [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.mp4 128MB
  8. [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 120MB
  9. [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 113MB
  10. [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.mp4 113MB
  11. [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 111MB
  12. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/012 Multivariate Linear Regression.mp4 109MB
  13. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/007 Linear Regression Evaluation.mp4 109MB
  14. [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 108MB
  15. [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 106MB
  16. [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 104MB
  17. [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 94MB
  18. [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 90MB
  19. [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 90MB
  20. [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 89MB
  21. [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 89MB
  22. [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 89MB
  23. [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.mp4 89MB
  24. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/09 Tree Based Models - Random Forests/002 Fitting Different Decision Trees.mp4 86MB
  25. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/08 Tree Based Models - Decision Trees/007 Regression Trees - Intuition.mp4 85MB
  26. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/010 Gradient Descent Intuition - Part 2.mp4 84MB
  27. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/013 Classification Metrics - Building ROC Curve.mp4 83MB
  28. [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.mp4 83MB
  29. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/008 Linear Regression Closed Form Solution.mp4 82MB
  30. [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.mp4 82MB
  31. [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.mp4 80MB
  32. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/005 Arrange and Mutate.mp4 75MB
  33. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/06 Classification Problems and Logistic Regression/006 Gradient Descent Intuition - Classification.mp4 74MB
  34. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/02 Setting up Environment - R and R Studio/001 Installing R.mp4 74MB
  35. [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.mp4 74MB
  36. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/005 Randomized Train and Test Split.mp4 73MB
  37. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/011 Visualizing Gradient Descent.mp4 71MB
  38. [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.mp4 69MB
  39. [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.mp4 69MB
  40. [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.mp4 69MB
  41. [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.mp4 69MB
  42. [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.mp4 63MB
  43. [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.mp4 62MB
  44. [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.mp4 62MB
  45. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/009 Joining Dataframes.mp4 62MB
  46. [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.mp4 61MB
  47. [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.mp4 60MB
  48. [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.mp4 57MB
  49. [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.mp4 56MB
  50. [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.mp4 55MB
  51. [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.mp4 52MB
  52. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/002 Filter and Pipe Format.mp4 52MB
  53. [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.mp4 49MB
  54. [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.mp4 49MB
  55. [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.mp4 48MB
  56. [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.mp4 46MB
  57. [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.mp4 45MB
  58. [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.mp4 43MB
  59. [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.mp4 41MB
  60. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/006 Training our First Linear Model.mp4 40MB
  61. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/004 Fitting a Random Line.mp4 40MB
  62. [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.mp4 39MB
  63. [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.mp4 39MB
  64. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/006 Select and Distinct.mp4 37MB
  65. [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.mp4 36MB
  66. [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.mp4 36MB
  67. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/003 Plotting Feature (Age) and Target (Income) Variables.mp4 34MB
  68. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/002 Loading the Data into R.mp4 33MB
  69. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/003 Glimpse and Lists as Columns.mp4 33MB
  70. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/007 Sample_N and Sample_Frac.mp4 30MB
  71. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/005 Adjusting the Weight of our Linear Model.mp4 30MB
  72. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/008 Summarize and Group By.mp4 30MB
  73. [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.mp4 28MB
  74. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/004 Function Encapsulation and Multiple Arguments.mp4 28MB
  75. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/03 Installing Libraries/002 Loading Libraries.mp4 27MB
  76. [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.mp4 21MB
  77. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/11 Thank you!/003 Final Notes.mp4 14MB
  78. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/001 Linear Regression - Introduction.mp4 13MB
  79. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/06 Classification Problems and Logistic Regression/001 Classification Problems - Introduction.mp4 10MB
  80. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/07 Model Evaluation and Selection/001 Model Evaluation and Selection - Introduction.mp4 8MB
  81. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/03 Installing Libraries/003 Let's start!.mp4 7MB
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  158. [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 24KB
  159. .pad/68 22KB
  160. [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 21KB
  161. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/009 Gradient Descent Intuition - Part 1.en.srt 21KB
  162. [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 20KB
  163. [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 19KB
  164. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/012 Multivariate Linear Regression.en.srt 19KB
  165. [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 19KB
  166. [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 18KB
  167. [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 18KB
  168. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/007 Linear Regression Evaluation.en.srt 18KB
  169. [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 18KB
  170. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/01 Introduction/001 Welcome to the Course!.en.srt 18KB
  171. [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 18KB
  172. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/008 Linear Regression Closed Form Solution.en.srt 17KB
  173. [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 17KB
  174. [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 17KB
  175. [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 17KB
  176. [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 16KB
  177. [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 16KB
  178. [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 16KB
  179. [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 15KB
  180. [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 15KB
  181. [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 15KB
  182. [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 14KB
  183. [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 14KB
  184. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/03 Installing Libraries/001 Installing Libraries.en.srt 14KB
  185. [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 13KB
  186. [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 13KB
  187. [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 13KB
  188. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/010 Gradient Descent Intuition - Part 2.en.srt 13KB
  189. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/011 Visualizing Gradient Descent.en.srt 13KB
  190. [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 13KB
  191. [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 12KB
  192. [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 12KB
  193. [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 12KB
  194. [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 11KB
  195. [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 11KB
  196. [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 11KB
  197. [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 11KB
  198. [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 10KB
  199. [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 10KB
  200. [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 10KB
  201. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/005 Arrange and Mutate.en.srt 10KB
  202. [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 10KB
  203. [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 10KB
  204. [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 9KB
  205. [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 9KB
  206. [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 9KB
  207. [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 9KB
  208. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/009 Joining Dataframes.en.srt 9KB
  209. [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 9KB
  210. [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 9KB
  211. [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 8KB
  212. [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 8KB
  213. [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 8KB
  214. [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 8KB
  215. [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 8KB
  216. [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 8KB
  217. [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 7KB
  218. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/006 Training our First Linear Model.en.srt 7KB
  219. [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 7KB
  220. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/004 Fitting a Random Line.en.srt 7KB
  221. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/006 Select and Distinct.en.srt 6KB
  222. [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 6KB
  223. [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 6KB
  224. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/002 Loading the Data into R.en.srt 6KB
  225. [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 6KB
  226. [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 6KB
  227. [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 5KB
  228. [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 5KB
  229. [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 5KB
  230. [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 5KB
  231. [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 4KB
  232. [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 4KB
  233. [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 4KB
  234. [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 3KB
  235. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/03 Installing Libraries/002 Loading Libraries.en.srt 3KB
  236. [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 3KB
  237. .pad/26 2KB
  238. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/11 Thank you!/003 Final Notes.en.srt 2KB
  239. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/001 Linear Regression - Introduction.en.srt 2KB
  240. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/11 Thank you!/001 Bonus Lecture - Other Courses.html 2KB
  241. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/01 Introduction/002 Course Materials.html 1KB
  242. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/11 Thank you!/002 Detailed Feedback.html 1KB
  243. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/010 Small Typo.html 1KB
  244. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/03 Installing Libraries/003 Let's start!.en.srt 995B
  245. [TGx]Downloaded from torrentgalaxy.to .txt 585B
  246. .pad/1 574B
  247. [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/01 Introduction/external-assets-links.txt 231B
  248. .pad/0 141B
  249. [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 120B
  250. TutsNode.com.txt 63B