Stanford d.school resources (opens provider site in a new tab)
Free method cards and activities from Stanford. Great for running your first design workshop.
Free Beginner
Stanford University
Free course websites, lecture videos, and resources from Stanford courses and programs, including CS229, CS231n, and CS224N.
9 picks · 9 free · appears in 6 feeds · online.stanford.edu
Beginner
In: Product Design
Think Fast, Talk Smart (Matt Abrahams, Stanford GSB) (opens provider site in a new tab)
Stanford's hugely popular talk on speaking off the cuff. Practical techniques for impromptu moments.
Free Beginner
In: Public Speaking
Intermediate
CS193p: Developing Apps for iOS (opens provider site in a new tab)
Stanford's iOS course with free lectures. Fast and conceptual — excellent right after the basics.
Free Intermediate
In: iOS & Swift
CS229: Machine Learning (Stanford) (opens provider site in a new tab)
The mathematical version of Ng's course. Its lecture notes are among the best written on ML.
Free Intermediate
In: Machine Learning
Stanford eCorner (opens provider site in a new tab)
Thousands of talks from founders and investors, searchable by topic. A lifetime of free lectures.
Free Intermediate
In: Startup Founding
Think Fast, Talk Smart podcast (opens provider site in a new tab)
Matt Abrahams on one focused communication skill per episode. Short and practical.
Free Intermediate
In: Public Speaking
Advanced
CS224N: Natural Language Processing with Deep Learning (opens provider site in a new tab)
The standard NLP course, now centered on transformers and LLMs. Lectures are free online.
Free Advanced
In: Deep Learning
CS231n: Deep Learning for Computer Vision (opens provider site in a new tab)
Stanford's legendary vision course. The assignments make you implement everything yourself.
Free Advanced
In: Deep Learning
The Elements of Statistical Learning (opens provider site in a new tab)
ISL's demanding older sibling. The reference for the mathematics of classical ML.
In: Machine Learning
Feeds featuring Stanford University
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