Machine Learning Concepts and Algorithms.
This is a hands-on machine learning tutorial for beginners using Python. You will engineer features, select the best columns, train sklearn models, and on the… Read More »Machine Learning Tutorial for Beginners Using Python (Step-by-Step)
In 2026, almost nobody learns machine learning the way textbooks from 2018 described it: six months of pure statistics, then maybe neural networks, then maybe… Read More »How to Start Machine Learning from Scratch in 2026 (AI-First Roadmap)
Ever wondered how your bank instantly approves your credit card application or how Netflix knows exactly which movie to recommend? The secret isn’t magic; it’s… Read More »Top 5 Real-World Logistic Regression Applications
If you’re deploying Large Language Models (LLMs) in production, your GPU decision is the single biggest driver of throughput, cost, and the maximum model size… Read More »How to Choose the Right GPU for LLMs: NVIDIA T4, A10, or A100?
7 AI Projects for High-Paying Jobs in 2025. Along the way, I’ve realized that the best candidates for AI and Data Science roles aren’t always… Read More »Top 7 AI Projects for High-Paying Jobs in 2025
Data, AI, and algorithms are everywhere these days. It’s hard to go a day without hearing about them. Much of this information is of value… Read More »Data Science in 2025: Is It Still a Good Career Choice?
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
