/Top-10-Machine-Learning-Methods-With-R

Includes top ten must know machine learning methods with R.

Top ten must know machine learning methods with R!

Top Ten Must Know Machine Learning Methods for career in Data Analytics and Data Science

Provides hands-on practical application examples for using most popular machine learning methods. Includes detailed lecture videos and link to R codes used in all application examples.

1. Video:Multiple Linear Regression with R

Code: Linear Regression

2. Video: Logistic Regression with R

Code: Logistic Regression

3. Video: Decision Tree with R

Code: Decision Tree

4. Video: Naive Bayes Classification with R

Code: Naive Bayes

5. Video: K Nearest Neighbor (KNN) with R

Code: K-Nearest Neighbor

6. Video: Association Rules with R

Code: Association Rules

7. Video: Cluster analysis with R

Code: Cluster Analysis

8. Video: Principal component analysis with R

Code: PCA

9. Video: Random forest with R

Code: Random Forest

10. Video: Extreme gradient boosting with R

Code: XGB