Repository of teaching materials, code, and data for my data analysis and machine learning projects.
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TranslatedTensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0 version introductory example code and hands-on tutorials.
- tensorflow
- tensorflow-examples
- tensorflow-tutorials
- tensorflow-2
TensorFlow documentation
- tensorflow
- tensorflow-tutorials
- tensorflow-examples
- documentation
Standard and Advanced Demos for learn.cantrill.io courses
TranslatedSimplified Chinese translation of the http://learnopengl.com tutorial series
- learnopengl
- translation
Learn make by example
Ultimate Python study guide 🐍 🐍 🐍
- python
- python3
- study
- programming-language
Learn where some of the network sysctl variables fit into the Linux/Kernel network flow. Translations: 🇷🇺
Dapp learning project for developers at all stages. Becoming and cultivating sovereign individuals. Nonprofit organization.
Basic Machine Learning and Deep Learning
🚀 Real-world DevOps projects for aspiring engineers — Beginner to Advanced. Covers AWS, Kubernetes, Docker, CI/CD, Terraform, Jenkins, and more. Hands-on learning with step-by-step guides.
- devops
- devops-learning
- devops-poc
- devops-project
`SwiftUI` Framework Learning and Usage Guide. 🚀
- swiftui-example
- swiftui
- wwdc
- wwdc2019
👩🏻🏫 Learn Apollo - A hands-on tutorial for Apollo GraphQL Client (created by Graphcool)
This is a code repository for the corresponding video tutorial. Using React, Node.js, Express & MongoDB you'll learn how to build a Full Stack MERN Application - from start to finish. The App is called "Memories" and it is a simple social media app that allows users to post interesting events that happened in their lives.
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
Translated🌟100+ original LLM / RL algorithm diagrams📚, a great gift from the author of 《大模型算法》 (Large Model Algorithms)! 💥 (100+ LLM/RL Algorithm Maps)
- llm
- reinforcement-learning
- algorithm
- nlp-machine-learning
:computer: :mortar_board: Git-it is a (Mac, Win, Linux) Desktop App for Learning Git and GitHub
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community
- gpt-3
- prompting
- prompt-engineering
- gpt3
TranslatedA beginner's bible for AI that doesn't play at being obscure or cater to a niche few, easy to grasp for everyone from students to engineers. It covers neural networks to large models, top-level design to micro-level principles, and engineering implementation to algorithm fundamentals. After studying it, you will thoroughly understand why the seemingly unremarkable ability of next-token prediction can change the world, and you will also discover that AI is not as mysterious or as unattainable as imagined. Let's just beat it !
- ai
- engineering
- llm
- neural-network
A simple (99% ES2015 less) tutorial for React
Translated[Full text] How to learn Node.js correctly
:earth_americas: Simple and ready-to-use tutorials for TensorFlow