Curated list of Python resources for data science.
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A guideline for building practical production-level deep learning systems to be deployed in real world applications.
- machine-learning
- deep-learning
- pipeline
- scalable-applications
Translated"Large Language Models" (《大语言模型》), authors: Zhao Xin, Li Junyi, Zhou Kun, Tang Tianyi, Wen Jirong
- artificial-intelligence
- deep-learning
- deep-neural-networks
- deep-reinforcement-learning
Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services
- artificial-intelligence
- generative-ai
- kubernetes
- kustomize
Become skilled in Artificial Intelligence, Machine Learning, Generative AI, Deep Learning, Data Science, Natural Language Processing, Reinforcement Learning and more with this complete 0 to 100 repository.
MongoDB's Generative AI Showcase: an exhaustive collection of examples and sample applications covering Retrieval-Augmented Generation (RAG), AI agents, and industry-specific use cases.
AI system design guide for engineers building production AI systems and evals.
- agentic-ai
- agentic-workflow
- artificial-intelligence
- aws
Repository which contains links and resources on different topics of Computer Science.
- knowledge
- algorithm
- computer-science
- machine-learning
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.
Tooling for professional robotic development in C++ and Python with a touch of ROS, autonomous driving and aerospace.
Machine learning resources
- machinelearning
- artificial-intelligence
- datamining
- deep-learning
周志华《机器学习》手推笔记
大厂发布的AI落地实践、顶尖实验室的最新论文、工业界的真实踩坑记录
- machine-learning
- search-system
- recommender-systems
- artificial-intelligence
Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web
- quantum
- quantum-computing
- quantum-programming-language
- machine-learning
A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
- data-science-interview
- data-science
- machine-learning-interview
- machine-learning
This repository is a curated collection of hands-on data science projects tailored for beginners. Whether you're just starting your journey in data science or looking to strengthen your skills, these projects provide a practical and interactive way to apply your knowledge.
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
List of AI Residency Programs
Carefully curated resource links for data science in one place
A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.
深度学习与PyTorch入门实战视频教程 配套源代码和PPT
- deep-learning
- pytorch
- convolutional-neural-networks
- recurrent-neural-networks
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
- ai
- fairness-ai
- fairness
- fairness-testing
🔊 Awesome list for Whisper — an open-source AI-powered speech recognition system developed by OpenAI
A selection of state-of-the-art research materials on trajectory prediction
- trajectory-prediction
- trajectory-generation
- social-interactions
- behavior-prediction