The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw
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Curso para aprender el lenguaje de programación Python desde cero y para principiantes. 100 clases, 44 horas en vídeo, código, proyectos y grupo de chat. Fundamentos, frontend, backend, testing, IA...
deep learning for image processing including classification and object-detection etc.
- pytorch
- tensorflow2
- classification
- object-detection
AWS zero to hero repo for devops engineers to learn AWS in 30 Days. This repo includes projects, presentations, interview questions and real time examples.
Open Machine Learning Course
Curso para aprender los fundamentos del lenguaje SQL y bases de datos relacionales desde cero y para principiantes.
- basesdedatos
- database
- mysql
- postgresql
"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.
A collection of machine learning examples and tutorials.
The repository host gives no description.
Synapsa Commons: free, hands-on AI courses that run anywhere (Colab, Kaggle, Binder, Codespaces, Jupyter). EU AI Act conformity evidence, model validation, predictive maintenance, document extraction, retrieval and RAG, AI agents and MCP, a simulated humanoid. Every lesson autograded. From the team building Synapsa.
A workshop on Linux containers: Rebuild Docker from Scratch
Student version of Assignment 1 for Stanford CS336 - Language Modeling From Scratch
Python 中文数据结构和算法教程
- python3
- algorithm
- datastructures
Offensive Software Exploitation Course
- exploitdev
- exploitation-course
- exploitation
- ose
Code samples and other handouts for our course.
👩🏫 Advanced NLP with spaCy: A free online course
- spacy
- nlp
- natural-language-processing
- online-course
A TensorFlow & Deep Learning online course I taught in 2016
- deep-learning
- tensorflow
- deep-learning-tutorial
- tensorboard
Source code and all the details for the Ultimate Python Course on CodeWithHarry channel
利用网络上公开的数据构建一个小型的证券知识图谱/知识库
- stock
- knowledge-graph
- knowledge-base
- neo4j
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.
Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.
- data
- data-engineering
- data-engineering-pipeline
- etl-pipeline
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
Quantitative Research Handbook
Free Course : Data, Machine Learning, Deep Learning and AI Engineering, the long way round: the math, the code, the systems and the security. 173 lessons, 166 runnable labs, no shortcuts. Free under CC BY-NC 4.0.
- ai-engineering
- course
- data-engineering
- deep-learning