Machine Learning

Regression analysis is a powerful tool for uncovering relationships between variables. But what happens when those variables become too friendly with each other? This is… Read More »Multicollinearity in Regression

Imagine you’re trying to predict how much popcorn you’ll need for a movie night based on the number of friends coming over. You might guess… Read More »What does R-squared mean in regression?

Case Study Financial service recommendation system, This case study outlines a solution for developing a product recommendation engine for ABC Bank and utilizing Google Cloud… Read More »Financial service Recommendation system

Welcome to my blog. Today’s topic will cover the Parametric and Non-Parametric Machine learning models.Linear regression is a parametric model, opposite to a non-parametric one.… Read More »Parametric and Non-Parametric Machine Learning Algorithms

Welcome to this blog on. Today’s topic will cover the fundamental difference between forecasting and prediction.We will also cover theoretical aspects of linear regression, it… Read More »Difference Between Forecasting and Prediction

GPT-4 is an extended version of chatGPT 3.5 powered by OpenAI. It is a multi-model platform available to only chatGPT plus users right now. ChaGPT… Read More »What is ChatGPT 4, Is it a threat?

There is so much confusion around this basic concept. Often people ask me what is the real difference between these terms Al vs ML vs… Read More »AI vs ML vs DL vs Data Science

You can subscribe to my YouTube channel. Model evaluation is a core part of building an effective machine-learning model. Model evaluation is very important for… Read More »Model Evaluation Metrics in Machine Learning