Rajat Sharma Archives
A Beginner’s Guide to Hugging Face Transformers for NLP Projects
The world of Natural Language Processing (NLP) has undergone a seismic shift in recent years, moving from...
Understanding Transformer Architecture: The Backbone of Modern AI
Imagine a team of researchers trying to understand a long document. Traditional method, like having one person...
Mastering Classification in Machine Learning: Algorithms, Use Cases, and Best Practices
Table of Contents
Types of Classification Problems
Popular Classification Algorithms
Evaluating Classification Models
Common Pitfalls to Avoid
Quick Code Example
Think of a...
CRISP-DM Explained: A Proven Data Mining Methodology
Table of Contents
What is CRISP-DM?
The Six Phases of CRISP-DM
Why use CRISP-DM?
CRISP-DM in Practice
Limitations of CRISP-DM and how...
Regression vs Classification – Key Differences and When to Use Each
Table of Contents
What is Regression?
What is Classification?
Key Differences Between Regression and Classification
Choosing Between Regression and Classification
Common Pitfalls...
Supervised vs. Unsupervised Learning: Key Differences Explained
Machine learning is transforming industries, from predicting customer behavior to uncovering hidden patterns in complex datasets. At...