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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29,257
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6,522
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Created
Jul 5, 2014
Project creation date
README Summary
<div align="center" markdown="1"> <sup>Special thanks to Sponsors:</sup> <br> <br> <a href="https://go.warp.dev/awesome-datascience"> <img alt="Warp sponsorship" width="400" src="https://github.com/warpdotdev/brand-assets/blob/main/Github/Sponsor/Warp-Github-LG-04.png?raw=true"> </a>
Community Evaluation
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Big Data ProcessingClassification TechniquesClustering AnalysisComputer VisionData MiningData Science FundamentalsData VisualizationDeep LearningDimensionality ReductionEnsemble MethodsFeature EngineeringMachine Learning AlgorithmsModel Evaluation and ValidationNatural Language ProcessingNeural NetworksPredictive AnalyticsRegression AnalysisReinforcement LearningStatistical AnalysisTime Series Analysis
Tags
Big Data ProcessingClassification TechniquesClustering AnalysisComputer VisionData MiningData Science FundamentalsData VisualizationDeep LearningDimensionality ReductionEnsemble MethodsFeature EngineeringMachine Learning AlgorithmsModel Evaluation and ValidationNatural Language ProcessingNeural NetworksPredictive AnalyticsRegression AnalysisReinforcement LearningStatistical AnalysisTime Series AnalysisAI AgentsAWSAirflowAutomationCheat SheetCourseCurated ListDVCData ScienceDatabaseDockerDocument ProcessingEmbeddingsEvalsFeature StoreFinTechForkedHealthcare AIHuggingFaceInterview PrepJavaScriptKerasLLM ServingLarge Language ModelsMLOpsMLflowMachine LearningMobileModel RegistryMusic TechNode.jsNumPyOpen SourcePandasPhoenixPrefectPrompt EngineeringPyTorchPythonRayReal-Time / StreamingRoadmapRoboticsScikit-learnSecuritySimulationSparkStatisticsTensorFlowTransformersTutorialVisualizationWeights & Biases
Taxonomy
AI Trends
category
MLOps & InfrastructureFoundation ModelsAI AgentsRAG & RetrievalModel TrainingEvals & BenchmarkingObservability & MonitoringInference & ServingComputer VisionRoboticsDev Tools & AutomationCloud & PlatformsLearning ResourcesIndustry: HealthcareIndustry: FinTechIndustry: Audio & MusicIndustry: GamingSecurity & SafetyData Science & Analytics
Deployment Context
Industries
Skill Areas
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 Analysis
tag
AI AgentsAWSAirflowAutomationCheat SheetComputer VisionCourseCurated ListDVCData ScienceData VisualizationDatabaseDeep LearningDockerDocument ProcessingEmbeddingsEvalsFeature StoreFinTechForkedHealthcare AIHuggingFaceInterview PrepJavaScriptKerasLLM ServingLarge Language ModelsMLOpsMLflowMachine LearningMobileModel RegistryMusic TechNode.jsNumPyOpen SourcePandasPhoenixPrefectPrompt EngineeringPyTorchPythonRayReal-Time / StreamingReinforcement LearningRoadmapRoboticsScikit-learnSecuritySimulationSparkStatisticsTensorFlowTransformersTutorialVisualizationWeights & Biases
Recent Activity
Updated 7 months ago
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Quality
production- Quality
- high
- Maturity
- production
Categories
MLOps & InfrastructurePrimaryRAG & RetrievalEvals & BenchmarkingObservability & MonitoringInference & ServingDev Tools & AutomationCloud & PlatformsLearning ResourcesIndustry: HealthcareIndustry: FinTechIndustry: Audio & MusicIndustry: GamingSecurity & SafetyData Science & AnalyticsFoundation ModelsAI AgentsModel TrainingGenerative MediaComputer VisionRoboticsML Platform & InfrastructureSafety & AlignmentHealthcare & BiologyFinance & LegalEdge & Mobile AIOther AI / ML
PM Skills
Cost & EfficiencyScale & ReliabilityData & EvaluationProduct DiscoveryDeveloper PlatformAI-Native Architecture
Languages
No language breakdown recorded.
Timeline
- Project created
- Jul 5, 2014
- Forked
- Nov 4, 2025
- Your last push
- 7 months ago
- Upstream last push
- 16 days ago
- Tracked since
- Nov 3, 2025
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