Topic:Machine Learning
All essays filed under "Machine Learning".
Why I Do Not Recommend The Hundred-Page Machine Learning Book for Self-Learners
A practical review of The Hundred-Page Machine Learning Book from the perspective of a senior engineer rebuilding classical machine learning fundamentals.
Understanding Tokenizers in AI — A Deep Dive into ChatGPT, Grok, and Gemini
Updated:A complete guide to tokenizers in modern LLMs, covering BPE, WordPiece, SentencePiece, Unigram, and how ChatGPT, Grok, and Gemini tokenize text. Includes examples, real-world impact, and why tokenization is the foundation of AI.
Why Embeddings Matter in AI and Large Language Models
Updated:A deep dive into what embeddings are, why they matter, and how they power modern AI, semantic search, and RAG-based systems.
Transformers in AI - The Architecture That Revolutionized Machine Learning
Updated:The Architecture That Revolutionized Machine Learning