"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.
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Lab Materials for MIT 6.S191: Introduction to Deep Learning
TensorFlow examples
- tensorflow
- tensorflow-examples
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 👇🏼
8 Lessons, Kick-start Your Cybersecurity Learning.
- appsec
- cia-triad
- data-protection
- data-security
:speech_balloon: Machine Learning Course with Python:
- python
- machine-learning
- machine-learning-algorithms
- artificial-intelligence
From the Transistor to the Web Browser, a rough outline for a 12 week course
A course in reinforcement learning in the wild
- reinforcement-learning
- course-materials
- deep-learning
- deep-reinforcement-learning
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
- deep-learning
- deep-neural-networks
- tensorflow
- tensorflow2
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.
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
- deep-learning
- neural-network
- convolutional-networks
- pytorch
Repo for the Deep Reinforcement Learning Nanodegree program
- deep-reinforcement-learning
- reinforcement-learning
- reinforcement-learning-algorithms
- neural-networks
This repo contains the Hugging Face Deep Reinforcement Learning Course.
- deep-reinforcement-learning
- reinforcement-learning
- reinforcement-learning-excercises
- deep-learning
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
Cómo dar en un día tus primeros pasos en cada lenguaje de programación. Introducción, configuración e instalación, usos habituales, fundamentos, sintaxis y próximos pasos.
- curso
- dart
- go
- java
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Curso para aprender desarrollo frontend Web con Python puro desde cero. Elaborado durante las emisiones en directo desde Twitch de MoureDev.
- frontend
- pynecone
- python
- python3
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
- deep-learning
- coursera
- coursera-assignment
- coursera-specialization
The Hugging Face course on Transformers
- deep-learning
- nlp
- transformers
- hacktoberfest
Source Code for Android Course Example Applications
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
- navier-stokes-equations
- cfd
- jupyter-notebook
- python
手把手带你实战 Huggingface Transformers 课程视频同步更新在B站与YouTube
- huggingface
- peft
- transformers
Repo for the Deep Learning Nanodegree Foundations program.