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Machine learning crash course
Google for Developers · ml foundations, classification, neural networks, foundations
AI directory search
Search across educators, skills, and resources.
Use this when you know the topic you need: Claude Code, MCP, evals, RAG, agents, product, coding, prompting, foundations, or model internals.
22 matches for "ml foundations"
Video matches
Watch first when you want a fast feel for the topic before opening courses, docs, or profiles.
Educators
Andrew Ng
DeepLearning.AI Short Courses · Beginner to advanced
Structured, practical courses from prompt engineering through agentic workflows.
Skills
Prompting, Agents, RAG, ML foundations
Josh Starmer
StatQuest · Beginner to intermediate
Excellent plain-language explanations for statistics and machine learning concepts that underpin modern AI.
Skills
ML foundations, Statistics, Neural networks
Laurence Moroney
AI and Machine Learning for Coders · Beginner to intermediate
Practical developer-oriented teaching for ML foundations and TensorFlow.
Skills
TensorFlow, ML foundations, Computer vision, NLP
Aurelien Geron
Hands-On Machine Learning · Beginner to intermediate
One of the most useful hands-on books for classical ML plus neural network foundations.
Skills
Scikit-learn, TensorFlow, ML foundations, Deep learning
Luis Serrano
Serrano Academy · Beginner to intermediate
Clear visual explanations of machine learning and AI math concepts.
Skills
ML foundations, Math, Neural networks, AI foundations
Brandon Rohrer
Brandon Rohrer ML explanations · Beginner to intermediate
Good plain-English explanations of ML concepts, pitfalls, and practical mental models.
Skills
ML foundations, Deep learning, Model intuition
Providers and platforms
GF
A fast, practical way to build vocabulary and intuition before going deeper into LLMs or AI engineering.
Topics
ML foundations, Classification, Embeddings, Neural networks
HC
Harvard CS50
CS50's Introduction to Artificial Intelligence with Python · Beginner to intermediate
A rigorous entry point into classical AI concepts, search, optimization, machine learning, neural networks, and language processing.
Topics
Search, Knowledge representation, ML foundations, AI foundations
SC
Stanford CS229
Stanford CS229 Machine Learning · Intermediate
A strong foundation for people who need the math and modeling basics under applied AI.
Topics
ML foundations, Supervised learning, Unsupervised learning, Model evaluation
D
DataCamp
DataCamp AI courses · Beginner to intermediate
Useful for analysts and business users who want structured, browser-based AI practice.
Topics
AI foundations, Data skills, Prompting, ML foundations
Resources
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Google Machine Learning Crash Course
Free course · Google for Developers · Beginner
You need practical ML vocabulary before deeper AI engineering.
ml foundations, classification, neural networks
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Kaggle Intro to Machine Learning
Micro-course · Kaggle · Beginner
You need small exercises for ML basics.
ml foundations, python, data
DeepLearning.AI Short Courses
Short courses · Andrew Ng · Beginner to advanced
Use this when you want Andrew Ng's material for prompting and related AI skills.
Prompting, Agents, RAG, ML foundations
StatQuest
YouTube videos · Josh Starmer · Beginner to intermediate
Use this when you want Josh Starmer's material for ml foundations and related AI skills.
ML foundations, Statistics, Neural networks
AI and Machine Learning for Coders
Books · Laurence Moroney · Beginner to intermediate
Use this when you want Laurence Moroney's material for tensorflow and related AI skills.
TensorFlow, ML foundations, Computer vision, NLP
Hands-On Machine Learning
Book · Aurelien Geron · Beginner to intermediate
Use this when you want Aurelien Geron's material for scikit-learn and related AI skills.
Scikit-learn, TensorFlow, ML foundations, Deep learning
Serrano Academy
YouTube lessons · Luis Serrano · Beginner to intermediate
Use this when you want Luis Serrano's material for ml foundations and related AI skills.
ML foundations, Math, Neural networks, AI foundations
Brandon Rohrer ML explanations
Essays · Brandon Rohrer · Beginner to intermediate
Use this when you want Brandon Rohrer's material for ml foundations and related AI skills.
ML foundations, Deep learning, Model intuition