Numsense! data science for the layman :
Ng, Annalyn
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.
9789352137619
Data Science
Big data
005.7 / NG
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.
9789352137619
Data Science
Big data
005.7 / NG