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harvard-edge/cs249r_book

cs249r_book

Introduction to Machine Learning Systems

View on GitHub↗Upstream harvard-edge/cs249r_book↗

Builder

harvard-edge

harvard-edge

harvard-edge • individual

Stars

24,249

Using upstream star count

Forks

2,894

Using upstream fork count

Open Issues

0

Activity Score

0/100

2350 commits in 30d

Created

Sep 6, 2023

Project creation date

README Summary

Machine Learning Systems *Principles and Practices of Engineering Artificially Intelligent Systems*

Community Evaluation

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AI Dev Skills

Unmapped

Distributed Machine LearningEdge Computing for MLMachine Learning Systems DesignML Infrastructure ArchitectureML Model ServingMLOps and Model DeploymentML System ReliabilityPerformance Optimization for MLResource Management for ML WorkloadsScalable ML Systems

Tags

Distributed Machine LearningEdge Computing for MLMachine Learning Systems DesignML Infrastructure ArchitectureML Model ServingMLOps and Model DeploymentML System ReliabilityPerformance Optimization for MLResource Management for ML WorkloadsScalable ML SystemsBenchmarkingCourseForkedMLOpsMachine LearningMobileOpen SourcePythonSecurity

Taxonomy

AI Trends

MLOpsEdge AIDistributed ML SystemsML Infrastructure

category

Learning ResourcesEvals & BenchmarkingMLOps & InfrastructureDev Tools & AutomationSecurity & Safety

Deployment Context

Browser/WASM

Industries

EducationAcademic Research

Modalities

Text

Skill Areas

Machine Learning Systems DesignMLOps and Model DeploymentDistributed Machine LearningML Infrastructure ArchitecturePerformance Optimization for MLScalable ML SystemsML System ReliabilityEdge Computing for MLML Model ServingResource Management for ML Workloads

tag

BenchmarkingCourseForkedMLOpsMachine LearningMobileOpen SourcePythonSecurity

Use Cases

Machine Learning Systems EducationUniversity Course MaterialsML Engineering TrainingSystems Architecture Learning

Recent Activity

Updated 5 months ago

7 Days

349

30 Days

2350

90 Days

5655

Quality

production
Quality
medium
Maturity
production

Categories

Learning ResourcesPrimaryEvals & BenchmarkingMLOps & InfrastructureDev Tools & AutomationSecurity & SafetyML Platform & InfrastructureEdge & Mobile AIOther AI / ML

PM Skills

Scale & ReliabilityData & Evaluation

Languages

JavaScript100.0%

Timeline

Project created
Sep 6, 2023
Forked
Dec 9, 2025
Your last push
5 months ago
Upstream last push
16 days ago
Tracked since
Dec 9, 2025

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