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文档列表
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/5. XGBoosting in R.mp4 195.5 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/3. Machine Learning Basics/1. Introduction, Key concepts and Examples.mp4 114.5 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/7. Building a Regression Tree in R.mp4 108.4 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/4. AdaBoosting in R.mp4 108.0 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/12. Bi-variate Analysis and Variable Transformation.mp4 105.3 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/6. EDD in R.mp4 101.7 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/7. Creating Barplots in R.mp4 101.4 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/3. Building a classification Tree in R.mp4 89.2 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/18. Correlation Matrix in R.mp4 87.2 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/3. Packages in R.mp4 86.9 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/9. Pruning a Tree in R.mp4 86.1 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/17. Correlation Matrix and cause-effect relationship.mp4 75.1 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/3. The Data and the Data Dictionary.mp4 72.7 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/3. Gradient Boosting in R.mp4 72.5 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/6. Inputting data part 3 Importing from CSV or Text files.mp4 63.0 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/6. Ensemble technique 1 - Bagging/2. Bagging in R.mp4 61.8 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/13. Variable transformation in R.mp4 58.1 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/16. Dummy variable creation in R.mp4 46.1 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/6. Splitting Data into Test and Train Set in R.mp4 46.1 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/2. Understanding a Regression Tree.mp4 45.9 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/5. Importing the Data set into R.mp4 45.8 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/1. Basics of Decision Trees.mp4 44.7 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/8. Creating Histograms in R.mp4 44.1 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/4. Inputting data part 1 Inbuilt datasets of R.mp4 42.7 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/3. Machine Learning Basics/2. Steps in building an ML model.mp4 41.4 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/2. Basics of R and R studio.mp4 40.7 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/4. The Data set for the Course.mp4 39.0 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/15. Dummy variable creation Handling qualitative data.mp4 38.6 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/1. Installing R and R studio.mp4 37.5 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/1. Boosting techniques.mp4 36.0 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/1. Classification Trees.mp4 34.6 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/6. Ensemble technique 1 - Bagging/1. Bagging.mp4 33.9 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/7. Ensemble technique 2 - Random Forest/2. Random Forest in R.mp4 32.2 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/8. Outlier Treatment in R.mp4 32.2 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/10. Missing Value imputation in R.mp4 27.3 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/5. Inputting data part 2 Manual data entry.mp4 26.8 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/9. Missing Value imputation.mp4 26.2 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/7. Outlier Treatment.mp4 25.7 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/5. Univariate Analysis and EDD.mp4 25.4 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/1. Gathering Business Knowledge.mp4 23.4 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/2. The Data set for Classification problem.mp4 23.0 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/7. Ensemble technique 2 - Random Forest/1. Random Forest technique.mp4 22.5 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/2. Data Exploration.mp4 21.5 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/14. Non Usable Variables.mp4 21.2 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/8. Pruning a tree.mp4 19.4 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/1. Introduction/1. Welcome to the Course!.mp4 19.3 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/11. Seasonality in Data.mp4 17.8 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/3. The stopping criteria for controlling tree growth.mp4 14.6 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/4. Importing the dataset into R.mp4 13.8 MB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/4. Advantages and Disadvantages of Decision Trees.mp4 8.1 MB
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- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/1. Introduction/1.1 00_Intro.pdf 343.0 kB
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- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/6. Ensemble technique 1 - Bagging/1.1 07_Bagging.pdf 311.0 kB
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- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/8.1 05_Prune.pdf 234.0 kB
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- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/1.1 06_Decision Tree - Class.pdf 214.2 kB
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- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/1.1 09_Boosting.pdf 192.6 kB
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- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/7. Ensemble technique 2 - Random Forest/1.1 08_Random_Forest.pdf 172.4 kB
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- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/3.1 04_Stop_condition.pdf 158.5 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/4.1 10_Adv_disadv.pdf 149.0 kB
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- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/6.1 Customer.csv 65.6 kB
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- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/2.1 Movie_classification.csv 55.6 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/4.2 Movie_classification.csv 55.6 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/4.1 House_Price.csv 54.8 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/4.1 Movie_regression.csv 54.5 kB
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- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/3. Machine Learning Basics/1. Introduction, Key concepts and Examples.srt 18.9 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/12. Bi-variate Analysis and Variable Transformation.srt 18.7 kB
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- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/5. XGBoosting in R.srt 16.8 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/7. Building a Regression Tree in R.srt 14.5 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/7. Creating Barplots in R.srt 13.7 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/6. EDD in R.srt 11.8 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/3. Packages in R.srt 11.7 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/17. Correlation Matrix and cause-effect relationship.srt 11.3 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/2. Basics of R and R studio.srt 11.1 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/2. Understanding a Regression Tree.srt 10.9 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/1. Basics of Decision Trees.srt 10.6 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/3. Machine Learning Basics/2. Steps in building an ML model.srt 9.9 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/4. AdaBoosting in R.srt 9.9 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/3. Building a classification Tree in R.srt 9.8 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/9. Pruning a Tree in R.srt 9.4 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/18. Correlation Matrix in R.srt 9.3 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/13. Variable transformation in R.srt 9.3 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/3. The Data and the Data Dictionary.srt 8.0 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/3. Gradient Boosting in R.srt 8.0 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/1. Boosting techniques.srt 7.5 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/6. Ensemble technique 1 - Bagging/1. Bagging.srt 6.7 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/5. Importing the Data set into R.srt 6.7 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/6. Ensemble technique 1 - Bagging/2. Bagging in R.srt 6.6 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/6. Inputting data part 3 Importing from CSV or Text files.srt 6.5 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/1. Classification Trees.srt 6.3 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/8. Creating Histograms in R.srt 6.0 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/1. Installing R and R studio.srt 5.8 kB
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- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/14. Non Usable Variables.srt 5.5 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/6. Splitting Data into Test and Train Set in R.srt 5.3 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/16. Dummy variable creation in R.srt 5.3 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/15. Dummy variable creation Handling qualitative data.srt 5.0 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/7. Outlier Treatment.srt 4.6 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/8. Outlier Treatment in R.srt 4.4 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/7. Ensemble technique 2 - Random Forest/2. Random Forest in R.srt 4.3 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/9. Missing Value imputation.srt 4.2 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/7. Ensemble technique 2 - Random Forest/1. Random Forest technique.srt 4.1 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/4. Inputting data part 1 Inbuilt datasets of R.srt 4.1 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/8. Pruning a tree.srt 4.0 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/1. Gathering Business Knowledge.srt 4.0 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/11. Seasonality in Data.srt 3.9 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/2. Data Exploration.srt 3.7 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/10. Missing Value imputation in R.srt 3.5 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/5. Univariate Analysis and EDD.srt 3.5 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/1. Introduction/1. Welcome to the Course!.srt 3.4 kB
- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/3. The stopping criteria for controlling tree growth.srt 3.4 kB
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- [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/10. Bonus Section/1. Congratulations & About your certificate.html 1.6 kB
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