Library/ML-For-Beginners
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microsoft/ML-For-Beginners

ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Builder

Microsoft

Microsoft

microsoft • big-tech

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84,938

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20,466

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Created

Mar 3, 2021

Project creation date

README Summary

ML-For-Beginners is a comprehensive 12-week curriculum by Microsoft that teaches classic machine learning concepts through 26 hands-on lessons and 52 quizzes. The course covers fundamental ML topics including regression, classification, clustering, and reinforcement learning using practical examples and interactive Jupyter notebooks. It's designed to be beginner-friendly and provides a structured learning path for anyone wanting to understand machine learning fundamentals.

AI Dev Skills

Unmapped

Supervised LearningUnsupervised LearningLinear RegressionLogistic RegressionClassification AlgorithmsClustering TechniquesDecision TreesEnsemble MethodsFeature EngineeringData PreprocessingModel EvaluationCross-validationRegression AnalysisTime Series AnalysisNatural Language Processing FundamentalsReinforcement Learning BasicsStatistical Machine Learning

Tags

Supervised LearningUnsupervised LearningLinear RegressionLogistic RegressionClassification AlgorithmsClustering TechniquesDecision TreesEnsemble MethodsFeature EngineeringData PreprocessingModel EvaluationCross-validationRegression AnalysisTime Series AnalysisNatural Language Processing FundamentalsReinforcement Learning BasicsStatistical Machine LearningAcademic Course MaterialTextTime SeriesBrowser/JupyterDemocratized AI LearningMachine Learning EducationSelf-paced ML LearningTabularEducationSelf-hostedML EducationML Concept DemonstrationInstructor Teaching ResourcesJupyter Notebook

Taxonomy

Recent Activity

Updated 5 months ago

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30 Days

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90 Days

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Quality

production
Quality
high
Maturity
production

Categories

Learning ResourcesPrimaryEvals & BenchmarkingNLP & TextData Science & AnalyticsOther AI / MLRoboticsModel Training

PM Skills

Product Discovery

Languages

Jupyter Notebook100.0%

Timeline

Project created
Mar 3, 2021
Forked
Nov 4, 2025
Your last push
5 months ago
Upstream last push
7 days ago
Tracked since
Oct 24, 2025

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