Complete Data Science And Machine Learning With R

Course Description

This course has been designed by professional Data Scientists so that we can share their knowledge and help you learn complex theory, algorithms, and coding libraries in a simple way. The course would walk you step-by-step into the World of Machine Learning. With every tutorial, you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Data Science. This course is fun and exciting, but at the same time, we dive deep into Machine Learning. Data Scientist has been ranked the number one job on Glassdoor and the average salary of a data scientist is over $120,000 in the United States according to Indeed! Data Science is a rewarding career that allows you to solve some of the world's most interesting problems!

Content

1. Introduction
2. Hands on R Programming
3. Machine learning Fundamentals
4. Data visualisation with R
5. Applied statistics for ML
6. ML fundamentals
7. ANOVA With R
8. Logistic Regression with R
9. Dimension reduction technique with principal component analysis
10. Clustering With K Means
11. Tree based models CART technique and Random-Forest
12. KNN K Nearest Model
13. Naive Bayes
14. Neural Networks With R