TranslatedMy continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides), with video links
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"Context engineering is the delicate art and science of filling the context window with just the right information for the next step." — Andrej Karpathy. A frontier, first-principles handbook inspired by Karpathy and 3Blue1Brown for moving beyond prompt engineering to the wider discipline of context design, orchestration, and optimization.
Curso "Potencializando Seus Estudos e Carreira com IA: De Chatbots a Agentes"
LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base. Register here 👇🏼
Aprende a PROGRAMAR aplicaciones ANDROID en KOTLIN sin conocimientos previos
- android
- curso
- curso-android
- kotlin
📚Open Source Curriculum for CNCF Certification Courses
A course in reinforcement learning in the wild
- reinforcement-learning
- course-materials
- deep-learning
- deep-reinforcement-learning
Code snapshots and materials for our "React - The Complete Guide" course (https://acad.link/reactjs)
The Missing Semester of Your CS Education 📚
Docker Mastery Udemy course to build, compose, deploy, and manage containers from local development to high-availability in the cloud
T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
An step by step fuzzing tutorial. A GitHub Security Lab initiative
TranslatedFull-stack AI Infra learning materials from zero to getting started: https://caomaolufei.github.io/AIInfraGuide/
TranslatedCovers pre-training data, Tokenizer, Transformer, MoE,distributed training, Scaling Laws, inference & alignment .6 progressive code assignments for full-stack LLM learning
Official SGLang x Datawhale course on LLM inference: understand inference, build a mini-sglang from scratch, then read the real SGLang source and land your first PR. Available in English and Chinese.
Free educational content on reverse engineering and malware analysis from the FLARE team
- assembly
- assembly-language
- assembly-language-programming
- c
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning
- cli
- deep-learning
- education
- from-scratch
The ESP32-S3 bench guide as a React app: live pinout, lessons with interactive simulators, a code reader for the esp-labs firmware, and the bench log. In 11 languages.
EventStorming workshop, this is a hands-on workshop. Contains such topics: DDD, Event storming, Specification by example. Including the AWS product : Serverless Lambda , DynamoDB, Fargate, CloudWatch.
- aws
- eventstorming
- ddd
- serverless
Exercises for Docker training
Teaching materials for a future Foundation of Embodied AI course, with Chinese and English tutorials on robot dynamics, Isaac Sim, Isaac Lab, MuJoCo, robot learning, ROS 2, camera calibration, PPO, SAC, Flow Matching, GR00T, and SONIC.
In-depth tutorials on LLMs, RAGs and real-world AI agent applications (Personal learning hub)
Simulador de Azure para aprender DevOps sin cuenta ni costes: portal, Cloud Shell, Azure DevOps y una academia de 13 niveles con 47 laboratorios que se validan solos.