The Leek group guide to data sharing
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Repository of teaching materials, code, and data for my data analysis and machine learning projects.
TranslatedAI for All: The First Systematic Vibe Coding Tutorial | From Zero to Full-Stack, Bring Your Ideas to Life | Live at: www.vibevibe.cn
- agent
- agentic-ai
- ai
- coding-assistant
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
TranslatedBig data analysis project
- python
- sql
- hql
Translated📚 Mainstream database knowledge that backend programmers should master
TranslatedSpringBoot 2.0+ from beginner to practical use!
- springboot
- dubbo
- mybatis
- rabbitmq
Translatedpandas tutorial in Chinese
Translated"A Guide to Building the Large Model White Box": a Tiny-Universe made entirely by hand
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
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~
Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services
- artificial-intelligence
- generative-ai
- kubernetes
- kustomize
TranslatedWith only a Python foundation, build your own embodied intelligence robot from scratch; step by step from scratch, build VLA/OpenVLA/SmolVLA/Pi0, and gain a deep understanding of embodied intelligence
- embodied-agent
- embodied-ai
- embodied-intelligence
- openvla
TranslatedNeeding only a Python foundation, build large language models from scratch; build GLM4\Llama3\RWKV6 step by step from scratch, to gain a deep understanding of how large models work
Beyond the basics of Node.js testing. Including a super-comprehensive best practices list and an example app (April 2025)
A step-by-step introduction to making games and interactive media with the Pixi.js rendering engine.
✏️ Learn how to write a hash table in C
- hash-tables
- tutorial
- c
- data-structures
标注自己的数据集，训练、评估、测试、部署自己的人工智能算法
Jupyter notebooks from the scikit-learn video series
Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.
- python-tutorials
- python3
- advanced-python
- data-science
快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。
:earth_americas: machine learning tutorials (mainly in Python3)
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
- machine-learning
- deep-learning
- lstm
- human-activity-recognition
Popular algorithms explained in simple language with examples and links to their implementation in various programming languages and other required resources.
- algorithm
- programming-languages
- hacktoberfest
- data-structures