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Deep LearningNLPTransformers
Understanding Transformer Architecture: A Visual Guide
A visual breakdown of the Transformer architecture — self-attention, multi-head attention, and why it changed NLP forever.
October 15, 20248 min read
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Thoughts, tutorials, and insights on data science, machine learning, and my learning journey.
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Machine LearningFeature EngineeringTips
Feature Engineering Tips That Actually Work
Practical feature engineering techniques from real-world projects and Kaggle competitions that consistently improve model performance.
September 1, 20246 min read
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CareerLearningRoadmap
My Data Science Learning Roadmap for 2025
My structured learning plan for 2025 — from deep learning fundamentals to MLOps, LLMs, and career preparation.
January 5, 20255 min read