Puja P. PathakinCodeXMachine Learning Case Study — Credit Card Fraud DetectionIn this article, I demonstrate how to execute a machine learning problem, end to end.7 min read·Feb 12, 2022--1--1
Puja P. PathakinAnalytics VidhyaTime Series Forecasting — A Complete GuideIn this article, I will explain the basics of Time Series Forecasting and demonstrate, how we can implement various forecasting models in…11 min read·Sep 8, 2021--11--11
Puja P. PathakinTowards Data ScienceDecision Trees and Random Forests — explained with Python implementation.In this article, I will walk you through the basics of how Decision Tree and Random Forest algorithms work.11 min read·Jul 17, 2021----
Puja P. PathakClustering — Simple Explanation and Implementation in Python .10 min read·Apr 30, 2021----
Puja P. PathakinGeek CultureStep by Step Guide to Build a Logistic Regression Model in PythonIn this article, I will demonstrate how to build a Logistic Regression model from the very first step, in a simple and concise way.8 min read·Apr 21, 2021--1--1
Puja P. PathakinCodeXLogistic Regression and Maximum Likelihood Estimation FunctionIn this article I have tried to explain the Logistic Regression algorithm and the mathematics behind it, in a simplest possible way.6 min read·Apr 9, 2021----
Puja P. PathakinAnalytics VidhyaBike Sharing providers — Here’s a guide to boost up your business.In this article, I present how a Machine Learning algorithm can help Bike Sharing providers to boost up their revenue numbers.9 min read·Mar 22, 2021--1--1
Puja P. PathakThe Mathematics behind Linear Regression.In this article, I will explain various mathematical concepts related to Linear Regression in the simplest possible way.6 min read·Mar 8, 2021--1--1
Puja P. PathakLinear Regression — Simple explanation with example !!I have tried to explain Linear Regression in easiest possible way along with example.10 min read·Feb 24, 2021----
Puja P. PathakinAnalytics VidhyaHow did I analyse the Titanic data set !We all know the Titanic story. How the ‘unsinkable’ ship carrying hundreds of passengers met a dreadful end on April 15, 1912. But the…6 min read·Feb 16, 2021----