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ageron/handson-mlp

handson-mlp

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, PyTorch, and Hugging Face libraries.

View on GitHub↗Upstream ageron/handson-mlp↗

Builder

ageron

ageron

ageron • individual

Stars

1,535

Using upstream star count

Forks

501

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

May 10, 2025

Project creation date

README Summary

Hands-On Machine Learning with Scikit-Learn and PyTorch

Community Evaluation

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AI Dev Skills

Unmapped

Computer VisionDeep Learning FundamentalsFeature EngineeringModel Selection and Hyperparameter TuningModel Training and EvaluationNatural Language ProcessingNeural Network ArchitecturePyTorch Deep LearningScikit-Learn Model ImplementationSupervised LearningTransformer ModelsUnsupervised Learning

Tags

Computer VisionDeep Learning FundamentalsFeature EngineeringModel Selection and Hyperparameter TuningModel Training and EvaluationNatural Language ProcessingNeural Network ArchitecturePyTorch Deep LearningScikit-Learn Model ImplementationSupervised LearningTransformer ModelsUnsupervised LearningData ScienceForkedJupyterKerasMachine LearningPythonPyTorchScikit-learnTensorFlow

Taxonomy

AI Trends

Democratized AI EducationPractical AI ImplementationFoundation Model Understanding

category

Model TrainingData Science & Analytics

Deployment Context

Local DevelopmentJupyter EnvironmentEducational Platforms

Industries

Education

Modalities

TextImageTabular

Skill Areas

Supervised LearningUnsupervised LearningDeep Learning FundamentalsNeural Network ArchitectureFeature EngineeringModel Training and EvaluationScikit-Learn Model ImplementationPyTorch Deep LearningTransformer ModelsNatural Language ProcessingComputer VisionModel Selection and Hyperparameter Tuning

tag

Data ScienceForkedJupyterKerasMachine LearningPyTorchPythonScikit-learnTensorFlow

Use Cases

Machine Learning Education and TrainingHands-on Programming TutorialsAcademic Course MaterialsSelf-paced LearningPractical ML Implementation Examples

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

2

Add flow matching example and work on exercise solutions

Aurélien Geron • Mar 16, 2026

41dd254

Merge pull request #30 from sateeshkumarb/main

Aurélien Geron • Mar 7, 2026

bb82114

Fix figure numbers in Chap-08 notebook

Sateesh Kumar • Mar 3, 2026

d69e630

Quality

production
Quality
medium
Maturity
production

Categories

Model TrainingPrimaryData Science & AnalyticsOther AI / ML

PM Skills

Data & Evaluation

Languages

Jupyter Notebook100.0%

Timeline

Project created
May 10, 2025
Forked
Mar 16, 2026
Your last push
2 months ago
Upstream last push
2 months ago
Tracked since
Mar 17, 2026

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