Neural Networks: Zero to Hero
AI & Machine Learning•Andrej Karpathy
Build neural networks, backprop, and GPT from scratch with Andrej Karpathy
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Neural Networks: Zero to Hero
AI & Machine Learning•Andrej Karpathy
Build neural networks, backprop, and GPT from scratch with Andrej Karpathy
MIT 6.S191: Introduction to Deep Learning
AI & Machine Learning•Alexander Amini (MIT)
MIT's official open courseware on deep neural networks & generative models
CS50
Programming & Development•Course
Harvard's legendary introduction to computer science & programming
3Blue1Brown: Essence of Linear Algebra
Mathematics•3Blue1Brown
Geometric, visual animations unlocking the core of linear algebra
Full Stack Web Development for Beginners
Programming & Development•freeCodeCamp.org
Comprehensive end-to-end full stack web development roadmap on YouTube
Front End Interview Handbook
Programming & Development•Guide
Curated front end interview preparation for busy software engineers
Built for Mars
Design & UX•Case Study
90+ in-depth UX case studies and 1,400+ real-world product teardowns
Learn UI
Design & UX•Interactive
An interactive guide to design engineering and interfaces that feel right
Learn Inference
AI & Machine Learning•Interactive
An interactive guide to serving generative AI models in production
AI Engineering from Scratch
AI & Machine Learning•Course
Build production AI systems from first principles across 500+ free lessons
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MIT 6.S191: Introduction to Deep Learning
AI & Machine Learning•Alexander Amini (MIT)
MIT's official open courseware on deep neural networks & generative models
Full Stack Web Development for Beginners
Programming & Development•freeCodeCamp.org
Comprehensive end-to-end full stack web development roadmap on YouTube
Neural Networks: Zero to Hero
AI & Machine Learning•Andrej Karpathy
Build neural networks, backprop, and GPT from scratch with Andrej Karpathy
Scale Engineer
Programming & Development•Interactive
Learn software, DSA, and systems through visuals, interactivity, and practice
Learn Kernels
AI & Machine Learning•Interactive
Interactive book on GPU kernels and inference performance traced to primary sources
DesEngs
Design & UX•Reference
The definitive curated resource directory and community for Design Engineers
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Targeted disciplines tailored for practical technical mastery.
10 resources
Programming & Development
Software engineering, web development, systems programming, and modern AI-assisted coding.
Web DevelopmentSoftware EngineeringAI Coding+5 more
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11 resources
AI & Machine Learning
Neural network fundamentals, LLM inference, prompt engineering, agents, and deep learning systems.
Machine LearningDeep LearningLLMs & Prompting+3 more
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2 resources
Web3 & Crypto
Smart contracts, decentralized finance, zero-knowledge proofs, and blockchain architecture.
Smart ContractsDeFi & ProtocolsEthereum & EVM+3 more
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7 resources
Design & UX
Tactile micro-interactions, UI craftsmanship, design engineering, and deep UX psychology teardowns.
UI/UXDesign EngineeringProduct Design+3 more
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2 resources
Mathematics
Visual, intuitive, and rigorous foundations in linear algebra, calculus, probability, and ML math.
Linear AlgebraCalculusProbability & Statistics+2 more
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1 resource
Engineering & Systems
Computer architecture, distributed systems, operating systems, hardware, and engineering maps.
Computer ArchitectureSystems EngineeringDistributed Systems+2 more
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2 resources
Data Science & Analytics
SQL query mastery, data pipelines, statistical analysis, and machine learning datasets.
SQL & WarehousingData AnalysisData Pipelines+2 more
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1 resource
Business & Startups
First-principles mental models for founders, unit economics, product strategy, and venture growth.
StartupsProduct StrategyEntrepreneurship+2 more
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Proven learning materials frequently recommended by top engineers and creators.
Craft
Design & UX•Guide
Design-engineering concepts in concise, high-craft essays
TrenTorch
AI & Machine Learning•Interactive
Build machine learning frameworks from scratch by hand
Design Engineer
Design & UX•Course
The definitive curriculum for design engineers bridging design & code
Fanout
AI & Machine Learning•Platform
Mapped technical learning across AI research, systems, and ML math
Solmath
Mathematics•Interactive
Intuitive, visual, and applied mathematics for computer science
Featured Path
Design Engineering Mastery
From layout architecture to WebGL shaders and spring micro-interactions.
Curated Sequences
Learn by Collection
Structured step-by-step learning roadmaps that show you exactly how to master a skill.
Curated Path4 resources
Learn Python from Scratch
From complete beginner to building real-world software and ML tools
A meticulously curated progression taking you from your very first line of Python code to data structures, software engineering patterns, and machine learning primitives.
Step-by-step roadmapStart learning →
Curated Path9 resources
Best Free AI Resources
Understand modern generative AI, neural networks, and LLM inference
Skip the generic fluff. Dive directly into interactive lessons, paper reading roadmaps, and systems engineering for LLMs and deep learning.
Step-by-step roadmapStart learning →
Curated Path6 resources
Modern UI/UX & Design Engineering
Bridge the gap between tactile design and production frontend code
The gold-standard curriculum for engineers and designers building award-winning interfaces with spring physics, micro-interactions, and high-conversion UX.
Step-by-step roadmapStart learning →
Editorial & Guides
Fresh Perspectives on Learning
Pedagogical analyses, developer roadmaps, and design engineering deep-dives from our curators.
Featured ArticleDatabases & SQL•4 min read
Best Resources to Learn SQL for Free in 2026
You don't need to buy a course to get started with SQL. From interactive browser exercises to in-depth data engineering roadmaps, here are 5 of the best free resources to master SQL in 2026.
Learnlists Editorial•October 4, 2026
Read Article→
October 1, 2026•4 min read
5 Websites to Learn DevOps for Free in 2026
You don't need to spend thousands of rupees on a course to get started with DevOps and cloud engineering. Here are 5 free, high-signal websites that are actually worth checking out in 2026.
October 1, 2026Read Article→
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