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| TutsNode.com.txt | 63.00 B |
| [TGx]Downloaded from torrentgalaxy.to .txt | 585.00 B |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/01 Introduction/001 Welcome to the Course!.en.srt | 17.62 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/01 Introduction/001 Welcome to the Course!.mp4 | 128.49 MB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/01 Introduction/002 Course Materials.html | 1.32 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/01 Introduction/external-assets-links.txt | 231.00 B |
| [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 | 8.89 kB |
| [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 | 74.23 MB |
| [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 | 10.84 kB |
| [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 | 90.03 MB |
| [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 | 120.00 B |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/03 Installing Libraries/001 Installing Libraries.en.srt | 14.02 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/03 Installing Libraries/001 Installing Libraries.mp4 | 140.74 MB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/03 Installing Libraries/002 Loading Libraries.en.srt | 2.77 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/03 Installing Libraries/002 Loading Libraries.mp4 | 27.06 MB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/03 Installing Libraries/003 Let's start!.en.srt | 995.00 B |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/03 Installing Libraries/003 Let's start!.mp4 | 6.89 MB |
| [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 | 7.82 kB |
| [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 | 38.82 MB |
| [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 | 9.00 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/002 Filter and Pipe Format.mp4 | 51.64 MB |
| [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 | 4.64 kB |
| [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 | 32.98 MB |
| [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 | 4.42 kB |
| [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 | 27.74 MB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/005 Arrange and Mutate.en.srt | 10.00 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/005 Arrange and Mutate.mp4 | 74.83 MB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/006 Select and Distinct.en.srt | 6.31 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/006 Select and Distinct.mp4 | 36.96 MB |
| [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 | 4.23 kB |
| [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 | 30.43 MB |
| [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 | 4.45 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/008 Summarize and Group By.mp4 | 29.82 MB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/009 Joining Dataframes.en.srt | 8.82 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/009 Joining Dataframes.mp4 | 61.68 MB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/04 Manipulating Data with Dplyr/010 Small Typo.html | 1.07 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/001 Linear Regression - Introduction.en.srt | 1.76 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/001 Linear Regression - Introduction.mp4 | 12.76 MB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/002 Loading the Data into R.en.srt | 5.67 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/002 Loading the Data into R.mp4 | 33.02 MB |
| [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 | 5.64 kB |
| [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 | 34.35 MB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/004 Fitting a Random Line.en.srt | 6.72 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/004 Fitting a Random Line.mp4 | 39.57 MB |
| [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 | 4.85 kB |
| [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 | 29.83 MB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/006 Training our First Linear Model.en.srt | 6.84 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/006 Training our First Linear Model.mp4 | 40.11 MB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/007 Linear Regression Evaluation.en.srt | 18.01 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/007 Linear Regression Evaluation.mp4 | 108.62 MB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/008 Linear Regression Closed Form Solution.en.srt | 17.38 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/008 Linear Regression Closed Form Solution.mp4 | 82.00 MB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/009 Gradient Descent Intuition - Part 1.en.srt | 20.74 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/009 Gradient Descent Intuition - Part 1.mp4 | 130.75 MB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/010 Gradient Descent Intuition - Part 2.en.srt | 12.66 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/010 Gradient Descent Intuition - Part 2.mp4 | 84.22 MB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/011 Visualizing Gradient Descent.en.srt | 12.58 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/011 Visualizing Gradient Descent.mp4 | 70.95 MB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/012 Multivariate Linear Regression.en.srt | 19.41 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/05 Linear Regression/012 Multivariate Linear Regression.mp4 | 109.49 MB |
| [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 | 2.73 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/06 Classification Problems and Logistic Regression/001 Classification Problems - Introduction.mp4 | 10.11 MB |
| [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 | 15.63 kB |
| [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 | 81.78 MB |
| [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 | 10.00 kB |
| [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 | 56.35 MB |
| [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 | 10.96 kB |
| [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 | 69.32 MB |
| [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 | 19.41 kB |
| [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 | 93.90 MB |
| [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 | 12.48 kB |
| [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 | 74.48 MB |
| [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 | 13.30 kB |
| [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 | 79.69 MB |
| [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 | 3.13 kB |
| [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 | 7.84 MB |
| [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 | 15.18 kB |
| [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 | 88.85 MB |
| [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 | 18.86 kB |
| [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 | 132.19 MB |
| [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 | 19.55 kB |
| [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 | 134.27 MB |
| [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 | 16.84 kB |
| [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 | 73.17 MB |
| [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 | 20.75 kB |
| [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 | 127.72 MB |
| [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 | 17.91 kB |
| [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 | 104.40 MB |
| [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 | 10.11 kB |
| [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 | 61.29 MB |
| [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 | 10.64 kB |
| [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 | 61.94 MB |
| [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 | 16.64 kB |
| [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 | 90.31 MB |
| [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 | 4.80 kB |
| [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 | 27.89 MB |
| [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 | 8.20 kB |
| [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 | 40.68 MB |
| [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 | 14.30 kB |
| [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 | 83.00 MB |
| [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 | 9.15 kB |
| [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 | 45.65 MB |
| [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 | 12.54 kB |
| [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 | 69.27 MB |
| [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 | 18.15 kB |
| [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 | 112.50 MB |
| [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 | 11.64 kB |
| [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 | 82.77 MB |
| [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 | 7.49 kB |
| [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 | 43.42 MB |
| [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 | 7.97 kB |
| [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 | 45.41 MB |
| [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 | 6.15 kB |
| [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 | 36.16 MB |
| [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 | 15.47 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/08 Tree Based Models - Decision Trees/007 Regression Trees - Intuition.mp4 | 84.81 MB |
| [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 | 6.28 kB |
| [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 | 38.52 MB |
| [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 | 7.86 kB |
| [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 | 54.97 MB |
| [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 | 8.53 kB |
| [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 | 52.05 MB |
| [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 | 17.57 kB |
| [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 | 119.73 MB |
| [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 | 10.41 kB |
| [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 | 49.32 MB |
| [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 | 12.81 kB |
| [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 | 85.88 MB |
| [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 | 10.88 kB |
| [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 | 73.81 MB |
| [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 | 4.69 kB |
| [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 | 35.57 MB |
| [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 | 8.37 kB |
| [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 | 48.16 MB |
| [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 | 5.64 kB |
| [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 | 21.06 MB |
| [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 | 12.02 kB |
| [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 | 68.78 MB |
| [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 | 15.46 kB |
| [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 | 106.40 MB |
| [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 | 15.69 kB |
| [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 | 89.19 MB |
| [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 | 8.67 kB |
| [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 | 62.52 MB |
| [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 | 12.67 kB |
| [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 | 89.06 MB |
| [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 | 15.50 kB |
| [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 | 111.25 MB |
| [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 | 16.74 kB |
| [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 | 108.24 MB |
| [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 | 14.20 kB |
| [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 | 89.19 MB |
| [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 | 10.31 kB |
| [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 | 69.39 MB |
| [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 | 18.44 kB |
| [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 | 112.62 MB |
| [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 | 9.23 kB |
| [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 | 60.13 MB |
| [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 | 7.96 kB |
| [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 | 56.93 MB |
| [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 | 6.75 kB |
| [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 | 49.22 MB |
| [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 | 23.66 kB |
| [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 | 141.50 MB |
| [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 | 9.85 kB |
| [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 | 61.69 MB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/11 Thank you!/001 Bonus Lecture - Other Courses.html | 1.72 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/11 Thank you!/002 Detailed Feedback.html | 1.19 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/11 Thank you!/003 Final Notes.en.srt | 1.86 kB |
| [TutsNode.com] - R for Data Science Your First Step as a Data Scientist/11 Thank you!/003 Final Notes.mp4 | 13.80 MB |
Description
So, you’ve learned a bit of R Basics and are looking to understand how R can be used for Data Science? And are looking for a course that explains all the theory behind algorithms with coding?
R is on of the de facto languages for a lot of Data Science projects today – either for enterprise-level projects or research, R is a modern and flexible language with a smooth learning curve that enables most professionals to build predictive models in quick fashion.
This course was designed to be your next step into the R programming world! We will delve deeper into the concepts of Linear and Logistic Regression, understand how Tree Based models work, learn how to evaluate predictive models and more. This course contains lectures around the following groups:
Code along lectures where you will see how we can implement the stuff we will learn!
Test your knowledge with questions and practical exercises with different levels of difficulty!
This course was designed to be focused on the practical side of coding in R – other than studying the functions that let us build algorithms automatically we will investigate deeply how models are trained and how they get to the optimum solution to solve our data science projects.
At the end of the course you should be able to use R in a data science context – understanding the choices you have to make when it comes to algorithms and learn how to evaluate those choises. Along the way you will also learn how to manipulate data with Dplyr because most of the times, in a Data Science project, more than half of time is spent on data preparation!
Here are some examples of things you will be able to do after finishing the course:
Solving Regression problems using Linear Regression or Regression Trees.
Solving Classification problems using Logistic Regression or Classification Trees.
Learn how to evaluate algorithms using different metrics.
Understanding the concept of bias and variance.
Using Random Forests and understanding the reasoning behind them.
Manipulating data using Dplyr.
Build your own Kaggle Data Science project!
Join thousands of professionals and students in this R journey and discover the amazing power of this statistical open-source language.
This course will be constantly updated based on students feedback.
Who this course is for:
Entry-Level Data Scientists
R Coders
Statisticians
Business Analysts
Financial Modelers
Requirements
Computer with at least 4 GB of RAM
Knowing the Basics of R Programming (R Objects, Functions and Libraries)
Last Updated 8/2021