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Insights on research, tutorials for students, and reflections on academic life in computer science and artificial intelligence

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Featured Post

Principal Component Analysis (PCA) in Machine Learning: A Beginner-Friendly Guide
PCAApril 8, 202614 min read

Principal Component Analysis (PCA) in Machine Learning: A Beginner-Friendly Guide

Machine learning often works with datasets that contain many features. Sometimes that is useful, but very often it creates problems: the data becomes harder to visualize, training takes longer, and...

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Recent Posts

Mastering the EM Algorithm: A Complete Guide with Mathematical Derivations and Python Implementation
Machine Learning13m

Mastering the EM Algorithm: A Complete Guide with Mathematical Derivations and Python Implementation

The Expectation-Maximization (EM) Algorithm: A Complete Guide The Expectation-Maximization (EM) algorithm is one of the most elegant and powerful techniques in machine learning for dealing with...

March 5, 2026Read more →
Cracking the Code of Concept Learning: Find-S and Candidate Elimination Algorithms
Concept Learning13m

Cracking the Code of Concept Learning: Find-S and Candidate Elimination Algorithms

Welcome, future AI wizards! If you're reading this, you've probably wondered how machines learn to classify things—like how Netflix knows you're a rom-com person or how your phone recognizes your...

January 24, 2026Read more →
Breaking New Ground: Machine Learning Applications in Healthcare Diagnostics
Machine Learning3m

Breaking New Ground: Machine Learning Applications in Healthcare Diagnostics

Breaking New Ground: Machine Learning Applications in Healthcare Diagnostics Healthcare diagnostics has always been at the forefront of technological innovation, but recent advances in machine...

January 15, 2024Read more →
Getting Started with PyTorch for Computer Vision: A Comprehensive Tutorial
PyTorch3m

Getting Started with PyTorch for Computer Vision: A Comprehensive Tutorial

Getting Started with PyTorch for Computer Vision: A Comprehensive Tutorial PyTorch has become one of the most popular deep learning frameworks, especially in the research community. Today, I'll walk...

January 8, 2024Read more →
Navigating Work-Life Balance in Academic Career: Lessons from 8 Years in Academia
Work-Life Balance3m

Navigating Work-Life Balance in Academic Career: Lessons from 8 Years in Academia

Navigating Work-Life Balance in Academic Career: Lessons from 8 Years in Academia After eight years in academia, from my PhD journey to my current role as an Assistant Professor, I've learned that...

December 22, 2023Read more →

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