FOUNDATIONS OF MACHINE LEARNING
Mean and central tendency In this section you will get a basic introduction to mean and the central tendency. https://www.youtube.com/watch?v=CmNgOJYgM5I...
Thu, 18 Jul, 2019 at 10:05 AM
Book In this book you will get all the detail understanding of statistics with the hands on experience. http://greenteapress.com/thinkstats2/thinkstats2....
Thu, 18 Jul, 2019 at 10:07 AM
Book In this book you will get all the information related to inference stats with the hands on experience. http://greenteapress.com/thinkstats2/thinkstat...
Thu, 18 Jul, 2019 at 10:11 AM
Various aspects of linear algebra In this section you will get all the information related to linear algebra with hands on experience. https://hadrienj.g...
Thu, 18 Jul, 2019 at 10:13 AM
Linear regression, OLS(ordinary least square), Multivariate regression In this topic you will get the basic to advanced understanding of linear regression...
Thu, 18 Jul, 2019 at 10:16 AM
Gradient Descent In this topic you will get the mathematical explanation of gradient descent. http://mccormickml.com/2014/03/04/gradient-descent-derivati...
Thu, 18 Jul, 2019 at 10:18 AM
Exploratory Data Analysis In this series of topics you will get to understand how to do the EDA using python. https://www.kaggle.com/ekami66/detailed-exp...
Thu, 18 Jul, 2019 at 10:22 AM
Logistic Regression Logistic regression models the probabilities for classification problems with two possible outcomes. It’s an extension of the linear r...
Thu, 18 Jul, 2019 at 10:23 AM
Feature selection In this topic will focus on one of the 2 critical parts of getting your models right – feature selection also will discuss in detail wh...
Thu, 18 Jul, 2019 at 10:25 AM