Numsense! data science for the layman : no math added /
Annalyn Ng and Kenneth Soo
- Mumbai : Shroff Publishers & Distributors, 2017.
- viii, 129 p.
Why data science? -- Basics in a nutshell -- k-mean clustering -- Principal component analysis -- Association rules -- Social network analysis -- Regression analysis -- K-nearest neighbors and anomaly detection -- Support vector machine -- Decision tree -- Random forests -- Neural networks -- A/B Testing and multi-armed bandits -- Appendix.