AI/ML

RESEARCH-ANALYSIS

Demystifying Policy Optimization in RL: An Introduction to PPO and GRPO

Welcome to this comprehensive guide on Proximal Policy Optimization (PPO) and Generalized Reparameterization Policy Opti...

Tutorials
May 27, 2025
RESEARCH-ANALYSIS

My Thumb, the Algorithm, and the Bikini Apocalypse

In our increasingly digital world, a simple click can lead to unexpected consequences. This is a humorous yet insightful...

Tutorials
May 26, 2025
RESEARCH-ANALYSIS

Pandas vs SQL: Solving Real-World Data Tasks Side-by-Side

If you’re like many data enthusiasts, you’ve probably found yourself using Pandas to slice, filter, and analyze your dat...

Tutorials
May 26, 2025
RESEARCH-ANALYSIS

Sentiment Analysis with a Bag of Words Model: A Beginner’s Guide to NLP

Natural Language Processing (NLP) is a fascinating field that combines linguistics, computer science, and artificial int...

Tutorials
May 26, 2025
RESEARCH-ANALYSIS

Personal Finance Meets Big Data: Should You Trust Algorithms with Your Money?

In the digital age, personal finance is no longer confined to spreadsheets and budgeting notebooks. With the rise of tec...

Tutorials
May 26, 2025
RESEARCH-ANALYSIS

Optimizing Random Forests: Exploring Next-Level Performance with Smart Tuning & AutoML

Random Forest has long stood as one of the most dependable and widely used algorithms in the machine learning toolbox.…

Tutorials
May 26, 2025
RESEARCH-ANALYSIS

If You Don’t Engage, You Don’t Exist: The Algorithm Reality

If you’ve recently found yourself watching videos you don’t care about or replying to DMs just to stay visible, you’re…

Tutorials
May 26, 2025
RESEARCH-ANALYSIS

Illusion of Algorithms

Since the beginning of this year, I have been eager to write this article, and I am excited to finally…

Tutorials
May 26, 2025
RESEARCH-ANALYSIS

By the Day, My Flame’s a Lovelace Algorithmic Boink

Ada Lovelace, born in 1815, is celebrated as the first computer programmer. Her visionary work laid the foundation for m...

Tutorials
May 25, 2025