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