Top Computer Science & Dev Playlists
High-signal developer masterclasses from elite creators (Striver, Andrej Karpathy, Chai aur Code, ByteByteGo, Hussein Nasser, Kunal Kushwaha). Track progress, bookmark modules, jump across timestamped notes, and claim official certificates.
100% Free interactive developer course designed for candidates and evaluators to test quiz examination, project benchmark evaluation, and instant cryptographic certificate issuance.
Open-source developer platform and resource ecosystem curated by RoleNest.
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.
Industry-tested, step-by-step masterclass covering open-source LLMs, local inference with Ollama, vector search, and production agent architectures.
Building applications with LLMs through composability and tool-augmented agents.
The AI-native open-source embedding database.
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.
Deep dive into production engineering practices used at high-growth Indian startups: Monorepos, real-time messaging, Redis queues, and distributed backends.
The high-performance build system for JavaScript & TypeScript codebases.
The undisputed most popular DSA interview curriculum in India. Trusted by over 1,000,000 engineering students placing into Google, Amazon, Microsoft, and Uber.
Everything you need to know to get the software engineering job.
The world's most structured pattern-based coding interview curriculum. Categorizes 150 problems into repeatable algorithmic mental models.
Complete solutions in Python, C++, Java, and JavaScript for NeetCode 150.