handson-ml
Machine Learning Guide
A resource for learning machine learning with Python
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
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
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 |