Subject
3 entries
Overview
Bookmarks
The Next Era of AI: GPT-4
A HackerNoon overview of GPT-4's architectural advances over GPT-3, covering multimodal capabilities, improved reasoning, and the scaling leap that made it qualitatively different. Useful historical context for understanding what made GPT-4 a step-change rather than an incremental improvement.
A Tour of Machine Learning Algorithms
Jason Brownlee's taxonomy of machine learning algorithms organized by learning style and similarity — a map of the algorithm space useful for orienting newcomers. The categorization gives a mental model for when to reach for which algorithm family.
A Thousand-Foot View of Machine Learning
A high-level orientation to machine learning from 2009 — the major paradigms (supervised, unsupervised, reinforcement), the core families of algorithms, and when to apply each. A useful framing piece for someone entering the field.