owainlewis/awesome-artificial-intelligence
awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
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owainlewis
owainlewis • individual
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Created
Jan 27, 2015
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README Summary
A curated collection of **must-use, actively maintained resources** for building and shipping AI systems.
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AI Ethics and PhilosophyAI Research MethodologyComputer VisionDeep LearningExpert SystemsFuzzy LogicGenetic AlgorithmsKnowledge RepresentationMachine Learning FundamentalsMulti-agent SystemsNatural Language ProcessingNeural NetworksPlanning and Search AlgorithmsProbabilistic ReasoningReinforcement LearningRobotics and AISpeech Recognition
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AI Ethics and PhilosophyAI Research MethodologyComputer VisionDeep LearningExpert SystemsFuzzy LogicGenetic AlgorithmsKnowledge RepresentationMachine Learning FundamentalsMulti-agent SystemsNatural Language ProcessingNeural NetworksPlanning and Search AlgorithmsProbabilistic ReasoningReinforcement LearningRobotics and AISpeech RecognitionAI AgentsAI SafetyAnthropic / ClaudeAutoGenClaudeClaude CodeCourseCrewAICurated ListDeepSeekEvalsForkedGoogle AIHaystackHuggingFaceImage GenerationLangChainLangGraphLarge Language ModelsLlamaIndexMCPMachine LearningMistralMulti-AgentMusic TechOpenAIPydanticPythonQwenRAGResearch / PapersRoadmapStructured OutputTransformersTutorialVideo Generation
Taxonomy
AI Trends
category
Deployment Context
Industries
Skill Areas
Machine Learning FundamentalsDeep LearningNatural Language ProcessingComputer VisionReinforcement LearningNeural NetworksAI Ethics and PhilosophyKnowledge RepresentationExpert SystemsRobotics and AISpeech RecognitionPlanning and Search AlgorithmsProbabilistic ReasoningMulti-agent SystemsGenetic AlgorithmsFuzzy LogicAI Research Methodology
tag
AI AgentsAI SafetyAnthropic / ClaudeAutoGenClaudeClaude CodeCourseCrewAICurated ListDeep LearningDeepSeekEvalsForkedGoogle AIHaystackHuggingFaceImage GenerationLangChainLangGraphLarge Language ModelsLlamaIndexMCPMachine LearningMistralMulti-AgentMusic TechOpenAIPydanticPythonQwenRAGReinforcement LearningResearch / PapersRoadmapStructured OutputTransformersTutorialVideo Generation
Recent Activity
Updated 9 months ago
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production- Quality
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- Maturity
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Categories
RAG & RetrievalPrimaryEvals & BenchmarkingCloud & PlatformsLearning ResourcesIndustry: Audio & MusicSecurity & SafetyFoundation ModelsAI AgentsModel TrainingGenerative MediaSafety & AlignmentCoding & Dev ToolsSearch & KnowledgeOther AI / ML
PM Skills
Safety & AlignmentData & EvaluationProduct DiscoveryDeveloper PlatformAI-Native Architecture
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Timeline
- Project created
- Jan 27, 2015
- Forked
- Mar 23, 2026
- Your last push
- 9 months ago
- Upstream last push
- 16 days ago
- Tracked since
- Aug 12, 2025
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