handson-ml

Machine Learning Guide

A resource for learning machine learning with Python

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

GitHub

25k stars
1k watching
13k forks
Language: Jupyter Notebook
last commit: about 1 year ago
Linked from 1 awesome list

deep-learningdeprecateddistributedjupyter-notebookmachine-learningmlneural-networkpythonscikit-learntensorflow

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
amueller/introduction_to_ml_with_python A repository of notebooks and code for teaching machine learning with Python 7,448
fchollet/deep-learning-with-python-notebooks Companion notebooks implementing code samples from the book on deep learning with Python 18,712
donnemartin/data-science-ipython-notebooks A comprehensive collection of data science and machine learning notebooks using Python and various deep learning frameworks. 27,470
justmarkham/scikit-learn-videos A tutorial series on machine learning with Python using scikit-learn 3,674
visenger/handson-ml Teaches Machine Learning fundamentals in Python using Scikit-Learn and TensorFlow 6
eriklindernoren/ml-from-scratch Provides implementations of fundamental machine learning models and algorithms from scratch in Python 24,003
sjchoi86/tensorflow-101 A comprehensive tutorial project on building and training neural networks with TensorFlow 2,606
trekhleb/homemade-machine-learning Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics 23,121
binroot/tensorflow-book A comprehensive resource for learning machine learning using TensorFlow. 4,453
gokumohandas/made-with-ml Teaches machine learning fundamentals and software engineering practices for building production-ready ML applications 37,603
rhiever/data-analysis-and-machine-learning-projects A repository of teaching materials, code, and data for various data analysis and machine learning projects. 6,128
mnielsen/neural-networks-and-deep-learning Provides Python code examples for neural networks and deep learning concepts 16,092
ml-tooling/opyrator Automates conversion of machine learning code into production-ready microservices with web API and GUI. 3,102
dotnet/machinelearning A cross-platform machine learning framework for .NET that enables developers to build, train, and deploy models without prior expertise in ML. 9,035
mlflow/mlflow A platform to manage the entire machine learning lifecycle, from experiment tracking to model deployment. 18,781