Best YouTube Developer Playlists
Hand-picked, high-signal YouTube playlists from the world's greatest computer science educators (Striver, Chai aur Code, Andrej Karpathy, 3Blue1Brown, TechWorld with Nana) paired with top open-source GitHub companion repositories.
World-class, hands-on deep learning lecture series from former Tesla AI Director & OpenAI founding member Andrej Karpathy. Builds GPT-2 completely from raw Python.
The simplest, fastest repository for training/finetuning medium-sized GPTs in PyTorch.
A tiny scalar-valued autograd engine with a small PyTorch-like neural net library.
End-to-end practical Generative AI roadmap covering RAG pipelines, agents, fine-tuning open-weights models, and deploying production conversational AI apps.
Building applications with LLMs through composability and RAG pipelines.
A high-throughput and memory-efficient inference and serving engine for LLMs.
The undisputed gold standard visual explanation of neural network mathematics, weights, biases, and high-dimensional loss geometry.
Animation engine for explanatory math and machine learning videos.
Production-focused comprehensive guide to building modern full-stack web applications with authentication, serverless backends, and deployment.
Beautifully designed components that you can copy and paste into your apps.
TypeScript ORM for SQL databases with maximum performance and zero overhead.
Crystal-clear, no-nonsense practical project tutorials by veteran educator Brad Traversy. Learn how real backends and frontends glue together.
The largest compilation of Node.js best practices, security guidelines, and architectural rules.
The #1 coding interview preparation syllabus for Indian and global tech placements (FAANG/MAANG, Unicorns). Step-by-step intuition, brute to optimal approaches.
Python and C++ clean optimal solutions to all LeetCode algorithm problems.
A complete multi-month study plan to become a software engineer for large tech companies.
Taught by an ex-Google software engineer. Visual whiteboard code walkthroughs categorizing interview questions by fundamental algorithmic patterns.
Learn how to design large-scale systems and prepare for the system design interview.
Visual, crystal-clear explanation of modern cloud infrastructure. From running your first Docker container to deploying microservices on Kubernetes.
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible interview questions and practical tasks.
Energetic, engaging terminal mastery for developers. Learn the core Linux command line skills needed for cloud computing, AWS, and server management.
A list of Free Software network services and web applications which can be hosted locally on Linux servers.
The premier interactive project-driven Python syllabus. Master Python from scratch by building automation scripts, APIs, and data analysis tools.
A curated list of awesome Python frameworks, libraries, software and resources.