Multicollinearity in Regression
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
Machine Learning
Machine Learning Concepts and Algorithms.
What does R-squared mean 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?
Financial service Recommendation system
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
Parametric and Non-Parametric Machine Learning Algorithms
Welcome to my blog. Today’s topic will cover the Parametric and Non-Parametric models.Linear regression is a parametric model opposite to a non-parametric one. the parametric… Read More »Parametric and Non-Parametric Machine Learning Algorithms
Difference Between Forecasting and Prediction
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
What is ChatGPT 4, Is it a threat?
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?
AI vs ML vs DL vs Data Science
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
Model Evaluation Metrics in Machine Learning
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
What is Exploratory Data Analysis? (EDA)
One day a client ask me, look we have a set of users and they got some data, but they are not sure what question… Read More »What is Exploratory Data Analysis? (EDA)
Time Series Analysis: Forecasting the demand Part-1
By Narendra Kumar Welcome to the new blog series on Time series analysis. In the previous blog, we saw how to build a logistic regression… Read More »Time Series Analysis: Forecasting the demand Part-1