Repository Index

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

• machine-learning
• deep-learning
• neural-networks
• tutorial

TranslatedThis is a step-by-step guide to getting started with AI/LLM large models, including tutorials and demo code, taking you from APIs to local large model deployment and fine-tuning. The code files come with Kaggle or Colab online versions, so you can learn even without a graphics card. The project also has a small code playground 🎡 where you can try out some interesting AI scripts. It also includes complete Chinese mirror assignments for Hung-Yi Lee's (HUNG-YI LEE) 2024 Introduction to Generative AI course.

The repo contains the source code for all the tutorials on the FilledStacks Youtube channel.

• flutter
• flutter-examples
• dart
• tutorial-code

TranslatedLearn Shiro with me (my official account: kaitao-1234567, my new book: 《Core Technologies of Architecture for Websites with Hundreds of Millions of Traffic》)

• shiro

Store HTML form submissions in Google Sheets.

• html-form
• google-sheets
• fetch-api
• promise-polyfills

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

TranslatedThe GitHub of Xinchen (欣宸), a CSDN blog expert programmer. It has detailed categories and summaries of more than 600 original articles, along with the corresponding source code, covering Java, Docker, Kubernetes, DevOps and more

• java
• spring
• springboot
• docker

DevOps Tutorials

• kubernetes
• terraform
• ansible
• devops

Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks from beginner to power user!

• ai
• ai-agent
• ai-agent-tools
• claude

Examples and tutorials to help developers build AI systems

• agents
• ai
• anthropic
• llm

A guide to writing a DNS Server from scratch in Rust

• rust
• dns
• udp
• tcp

TranslatedA collection of hands-on Spring Boot series tutorials

• java
• spring-boot
• springboot
• springframework

Build desktop apps built with Python. Examples for PyQt6, PySide6, Flet, DearPyGUI, Kivy, NiceGUI, Streamlit, Tkinter, PyQt5 & PySide2

• python
• python3
• pyqt
• pyqt5

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

• pytorch
• sentiment-analysis
• tutorial
• rnn

TranslatedPython web crawler tutorial that takes you from zero to one, covering JS reverse engineering, Selenium, Tesseract OCR recognition, the use of MongoDB, and the Scrapy framework

how to build modular applications with browserify

TranslatedOpenClaw Chinese tutorial (4,500+ Stars · printed book published): installation, configuration, Skills, Feishu integration, and pitfalls to avoid | For the author's new GPT-6 / Codex / Claude Code projects, see the top of the README

• openclaw
• openclaw-skills
• agent-skills
• ai-agent

A simple (99% ES2015 less) tutorial for React

• react
• lesson
• tutorial
• example

Translated:honeybee: IoT Technical Guide --- Building a high-performance IoT platform and IoT solutions from scratch, and source code analysis of Thingsboard :sparkles: :sparkles: :sparkles: (IoT Platform, SaaS, MQTT, CoAP, HTTP, Modbus, OPC, WebSocket, Thing Model, Protobuf, PostgreSQL, MongoDB, Spring Security, OAuth2, RuleEngine, Kafka, Docker)

• coap
• nosql
• gateway
• mqtt

OCD's Guide to Setting up Mac

Full Stack Web Development with Flask.

Translated[Full text] How to learn Node.js correctly

TranslatedAn original project by programmer Yupi (程序员鱼皮): a free, interactive, level-based SQL self-study tutorial website. From zero background to advanced, it helps you master common SQL syntax (MySQL, SQLite, PostgreSQL) and quickly learn SQL and databases. It supports features such as an online SQL editor, real-time query results, syntax highlighting, and an SQL running square. Implemented purely on the front end, simple and easy to learn~

• css
• frontend
• html
• javascript