1st Edition
Demystifying Probability and Statistics for Data Scientists with R
1. Demystifying the Data Science Paradigm
2. Illustrating Machine Learning (ML) Algorithms
3. Data Science with R
4. Types of Data and Collection Methods
5. Data Visualization Methods
6. Data Description
7. Probability Basics
8. Random Variables and Distributions
9. Sampling Methods and Confidence Intervals and Hypothesis Testing
10. Design of Experiments
11. Correlation and Regression
12. Chi Square Test
13. Non-Parametric Tests
Biography
Dr. Dheva Rajan S. presently works as a professor at University of Technology and Applied Sciences, Al Mussanah, Oman. He has more than 15 years of experience in academics and research.
Dr. Pethuru Raj is a chief architect at Reliance Jio Platforms Ltd. (JPL) Bangalore.
Dr. Selvagopal P. presently is the Head of the Department of Mathematics in Anna Vinayagar Arts & Science College, Nagercoil, India.
Dr. B. Sundaravadivazhagan is a professor in the Department of Information Technology at the University of Technology and Applied Sciences-Al Mussanah, Oman. He is a Senior Member of the Institute of Electrical and Electronics Engineers.
