Library/handson-mlp
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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.

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ageron

ageron

ageron • individual

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428

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Created

May 10, 2025

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README Summary

This repository contains a comprehensive series of Jupyter notebooks that provide hands-on tutorials for learning Machine Learning and Deep Learning fundamentals in Python. The notebooks utilize popular libraries including Scikit-Learn for traditional ML, PyTorch for deep learning, and Hugging Face for modern NLP and transformer models. It serves as a practical guide for both beginners and intermediate practitioners to gain experience with real-world ML implementations.

AI Dev Skills

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

Tags

Supervised LearningUnsupervised LearningDeep Learning FundamentalsNeural Network ArchitectureFeature EngineeringModel Training and EvaluationScikit-Learn Model ImplementationPyTorch Deep LearningTransformer ModelsNatural Language ProcessingComputer VisionModel Selection and Hyperparameter TuningTextCloud APIProgramming TutorialsEducational AI ToolsTabularDeep Learning Skill DevelopmentScikit-Learn ImplementationPyTorch DevelopmentImageSelf-hostedInteractive Learning ExercisesHands-on ML TrainingEducationData PreprocessingMachine Learning EducationMachine Learning FundamentalsDemocratized AI LearningPractical AI ImplementationTransfer LearningJupyter Notebook

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Updated 27 days ago

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production
Quality
medium
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production

Categories

Foundation ModelsPrimaryEvals & BenchmarkingNLP & TextModel TrainingData Science & AnalyticsOther AI / MLLearning ResourcesComputer Vision

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Jupyter Notebook100.0%

Timeline

Project created
May 10, 2025
Forked
Mar 16, 2026
Your last push
27 days ago
Upstream last push
25 days ago
Tracked since
Mar 17, 2026

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