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academic/awesome-datascience

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

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academic

academic • individual

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28,752

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6,441

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0/100

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Created

Jul 5, 2014

Project creation date

README Summary

This is a curated list of awesome Data Science resources including tutorials, libraries, datasets, and tools for learning and applying data science to real-world problems. It serves as a comprehensive collection of data science materials organized by categories such as machine learning, deep learning, data visualization, and various programming languages. The repository acts as a centralized hub for data science practitioners and learners to discover valuable resources in the field.

AI Dev Skills

Unmapped

Tags

Data Science FundamentalsMachine Learning AlgorithmsStatistical AnalysisData VisualizationBig Data ProcessingDeep LearningNatural Language ProcessingComputer VisionData MiningPredictive AnalyticsFeature EngineeringModel Evaluation and ValidationTime Series AnalysisReinforcement LearningNeural NetworksEnsemble MethodsDimensionality ReductionClustering AnalysisClassification TechniquesRegression AnalysisResource DiscoveryCommunity Resource SharingAudioDataset DiscoveryTechnologyResearchDemocratization of AI EducationVideoOpen Source AI ToolsImageTextData Science EducationTabularEducational PlatformsLocal DevelopmentTutorial and Course FindingAcademiaSelf-hostedBook and Publication DiscoveryEducationCommunity-driven LearningLearning Path PlanningEducational AI ResourcesMultimodalTool SelectionCloud-based Learning

Taxonomy

AI Trends

Educational AI Resources Open Source AI Tools Community-driven Learning Democratization of AI Education

Deployment Context

Educational Platforms Self-hosted Cloud-based Learning Local Development

Industries

Education Research Technology Academia

Modalities

Text Tabular Image Audio Video Multimodal

Skill Areas

Use Cases

Data Science Education Resource Discovery Learning Path Planning Tool Selection Dataset Discovery Tutorial and Course Finding Book and Publication Discovery Community Resource Sharing

Recent Activity

Updated 5 months ago

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Quality

production

Quality: high
Maturity: production

PM Skills

Product Discovery

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Timeline

Project created: Jul 5, 2014
Forked: Nov 4, 2025
Your last push: 5 months ago
Upstream last push: 8 days ago
Tracked since: Nov 3, 2025

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