Himanshu Birla

Published in Analytics Vidhya

·Mar 29, 2021

Decision Tree — My Interpretation

While making decisions we tend to assume lots of if-buts scenarios and then come up to a conclusion. Decision tree in machine learning also work in the similar concept. Visually, it is a flowchart like structure, it consist of : parent node , branch nodes and leaf nodes. Referring to…

Machine Learning

6 min read

Decision Tree — My Interpretation — Part I

Published in The Startup

·Sep 4, 2020

Understanding Decision Trees

You can relate our decision making process with functionality of decision tree. When an important event is going to happen, we prepare ourselves for n-different scenarios in which event can take place, i.e we branch out potential solution(s) or response for each scenario. If scenario A happens then I will…

Decision Tree

7 min read

Published in Analytics Vidhya

·May 31, 2020

Logistic Regression — Practical Approach

In my last article : Logistic Regression: The Theoretical Way , I have talked to you about the important key concepts of logistic regression, one should know before starting to implement practically. I hope you have gone through the concepts. …

Logistic Regression

9 min read

Published in Analytics Vidhya

·May 16, 2020

Logistic Regression — The Theoretical Way

Before moving ahead , I believe you must have knowledge of Linear Regression. In case you don’t , kindly go through my prior articles : Linear Regression I & Linear Regression II. So, let me brief you all, this is the first part of the logistic regression which would cover…

Machine Learning

8 min read

Logistic Regression — The Theoretical Way

Published in Analytics Vidhya

·May 6, 2020

Linear Regression Part II

I hope the first part of this article has enlightened the basics of Linear regression. In this article, in continuance to the previous one, we will dive in depth of Linear Regression. I will try to make this article as explanatory as I can , if anyone still has any…

Linear Regression

7 min read

Published in Analytics Vidhya

·Apr 29, 2020

Data Science & Linear Regression (Part I)

Why I have decided to write the article? I work as a mentor in field of data science and machine learning. My day to day job is to solve the technical doubts of students over the online discussion forum. During my tenure, I have felt that students pay X amount…

Machine Learning

8 min read

Data Science & Linear Regression (Part I)