awesome-ai-ml-dl
github.com/neomatrix369/awesome-ai-ml-dl ↗Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
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Learning ResourcesTools & Infrastructure🌐 GeneralSupervisedUnsupervisedActive LearningNeural NetworksGenerative Adversarial Network (GAN)Genetic AlgorithmsRNNComputer VisionData ScienceMachine LearningRecommendation Systems📊 Programming in R➕ More...Data💼 Business / General / Semi-technical🌳 Classifier / decision treesCorrelated Cross OccurrenceJava projects / related technologies🧠 Neural NetworksRecommendation systems / Collaborative Filtering (CF)📊 Data Science🤖 Machine Learning🛠️ Tools & Libraries, Other ResourcesJava Specification RequestsHow-to / Deploy / DevOps / ServerlessMiscInfrastructure & CloudMLOps & DeploymentLarge Language Models (LLMs)NotebooksNLPTools & FrameworksArtificial IntelligenceAutomationEthics / altruistic motives🐹 Golang🚀 MLOps & Deployment🛠️ Tools & Frameworks🧠 NLP☁️ Infrastructure & CloudTools, Libraries, Packages, FrameworksImplementations and examplesPosts, articles, papers and other resourcesHow-tos, and why?Books and other resources🔀 Algorithms🎓 Cambridge Spark📊 Datacamp🔧 Dataiku🖼️ Computer Vision💻 Intel🧠 Natural Language Processing (NLP)🐍 Python: Best practices🧪 Python: Testing📈 Statistics📦 Misc📊 Data✨ Generative AIGeneralCoding challengesResources📚 Virgili0📓 Notebooks🏗️ Large Language Models (LLMs)📰 Media sources📝 Useful blogs to read🎓 Course providers🔧 Primary tools to analyse data💻 IDEs📓 Hosted Notebook products💻 Programming languages📊 Data visualization libraries or tools🤖 Machine learning Algorithms🛠️ Machine learning frameworks📦 Machine learning products📊 Big data / analytics products☁️ Cloud computing platforms☁️ Cloud computing products🔄 Automated pipelines🤖 Automated machine learning tools (or partial AutoML tools)📈 Tools to help manage machine learning experiments🚀 Publicly share or deploy your data analysis or machine learning applications🗄️ Relational database products📊 Business intelligence tools🧰 Other ToolsOfficial Documentation {#official-documentation}MCP Server Catalogs {#mcp-server-catalogs}Configuration GuidesForums and Community Support {#forums-and-community-support}AI AgentsMathematics🎲 Probability and Probabilistic programming
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