Sahil Mahapatra

Sahil Mahapatra

528 followers

I'm currently pursuing MTech CS @ IIT Kharagpur, India. My interests are python, machine learning and deep learning.

A Beginner's Guide to Statistics in Machine Learning

Jul 2, 202326 min read782 views

Introduction Definition of statistics Statistics is a branch of mathematics and a scientific discipline that deals with the collection, analysis,...

A Beginner's Guide to Statistics in Machine Learning

Probability for machine learning

Jun 25, 202345 min read941 views

Probability is a super important idea in math and stats that helps us figure out how likely different things are when we're not sure what's gonna...

Probability for machine learning

Learn Linear Algebra For Machine Learning with Python

Jun 18, 202389 min read915 views

Introduction Oh my goodness, Linear Algebra is this absolutely amazing branch of mathematics that dives into the fantastic world of vectors, vector...

Learn Linear Algebra For Machine Learning with Python

Learn Handling Missing Data in 10 Minutes

Jun 11, 202312 min read323 views

In the realm of data analysis and machine learning, working with real-world datasets often entails encountering missing data. Missing data can be a...

Learn Handling Missing Data in 10 Minutes

Linear Regression in Machine Learning: A Comprehensive Guide

Jun 4, 202315 min read1.1K views

Machine learning has revolutionized various industries, and one of its key techniques is linear regression. This article provides an in-depth...

Linear Regression in Machine Learning: A Comprehensive Guide

Git & GitHub: In-Depth Guide

May 28, 202332 min read2.8K views

Git and GitHub have transformed the way developers manage code and collaborate on projects. Git, a distributed version control system, offers a robust...

Git & GitHub: In-Depth Guide