GokuMohandas/Made-With-MLGitHub
When you want production/MLOps-focused learning rather than fundamentals.
Learn how to develop, deploy and iterate on production-grade ML applications.
- 49.2k
- Jupyter Notebook
- MIT
active7mo ago
ageron/handson-ml3 Alternatives
machine learning education / notebooks
Jupyter notebooks teaching machine learning and deep learning fundamentals with Scikit-Learn, Keras, and TensorFlow, accompanying the O'Reilly book.
Same job, different approach
Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.
fastai/fastbookGitHub
When you prefer the fastai top-down teaching style.
The fastai book, published as Jupyter Notebooks
- 25.3k
- Jupyter Notebook
- NOASSERTION
active27d ago
DataTalksClub/machine-learning-zoomcampGitHub
When you want a free, structured ML engineering bootcamp.
Learn ML engineering for free in 4 months! Register here ๐๐ผ
- 14.5k
- Jupyter Notebook
- none
active25d ago
Yorko/mlcourse.aiGitHub
When you want a traditional open ML course with lectures and homework.
Open Machine Learning Course
- 10.7k
- Python
- NOASSERTION
active7mo ago
HenryNdubuaku/maths-cs-ai-compendiumGitHub
When you need a broader maths/CS/ML theory resource.
Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.
- 7.4k
- TypeScript
- Apache-2.0
active3mo ago
fastai/course22GitHub
When you want the current fastai course instead of handson-ml.
The fast.ai course notebooks
- 3.7k
- Jupyter Notebook
- none
dormant2.0y ago
jakevdp/PythonDataScienceHandbookGitHub
When you want a broader data-science intro with ML chapters.
Python Data Science Handbook: full text in Jupyter Notebooks
- 49.7k
- Jupyter Notebook
- MIT
dormant2.3y ago
Older generation, or narrower
An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.
justmarkham/scikit-learn-videosGitHub
When you want a narrow scikit-learn-only beginner tutorial.
Jupyter notebooks from the scikit-learn video series
- 3.8k
- Jupyter Notebook
- none
dormant2.6y ago
fchollet/deep-learning-with-python-notebooksGitHub
When you want a deep-learning-focused companion (Keras).
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
- 20.3k
- Jupyter Notebook
- MIT
slowing1.1y ago
lmoroney/dlaicourseGitHub
When you want a DL-only course in the Coursera style.
Notebooks for learning deep learning
- 5.6k
- Jupyter Notebook
- none
dormant3.0y ago
erhwenkuo/deep-learning-with-keras-notebooksGitHub
When you want an older Keras-only tutorial.
Jupyter notebooks for using & learning Keras
- 2.2k
- Jupyter Notebook
- none
dormant7.8y ago
rasbt/python-machine-learning-book-3rd-editionGitHub
When you want a similar book-companion but it is not updated recently.
The "Python Machine Learning (3rd edition)" book code repository
- 5.1k
- Jupyter Notebook
- MIT
dormant3.5y ago
Nyandwi/machine_learning_completeGitHub
When you want a broad set of ML notebooks despite being unmaintained.
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
- 5.0k
- Jupyter Notebook
- MIT
dormant3.1y ago
fastai/course-v3GitHub
When you want the previous-generation fastai course.
The 3rd edition of course.fast.ai
- 4.9k
- Jupyter Notebook
- Apache-2.0
dormant2.4y ago
rasbt/python-machine-learning-book-2nd-editionGitHub
When you want the older 2nd edition of the rasbt book.
The "Python Machine Learning (2nd edition)" book code repository and info resource
- 7.2k
- Jupyter Notebook
- MIT
dormant6.0y ago
darksigma/Fundamentals-of-Deep-Learning-BookGitHub
When you want a DL-only companion for another O'Reilly book.
Code companion to the O'Reilly "Fundamentals of Deep Learning" book
- 672
- Jupyter Notebook
- none
dormant4.0y ago
rasbt/python-machine-learning-bookGitHub
When you want the 1st edition of the rasbt book.
The "Python Machine Learning (1st edition)" book code repository and info resource
- 12.6k
- Jupyter Notebook
- MIT
active3mo ago
dair-ai/ML-NotebooksGitHub
When you want a hand-curated set of ML notebooks, though unmaintained.
:fire: Machine Learning Notebooks
- 3.4k
- Jupyter Notebook
- Apache-2.0
dormant2.5y ago
Listed as an alternative to
These projects were analysed and named handson-ml3 among their alternatives. The relationship is not symmetric โ how handson-ml3 rates them is a separate judgement, made when handson-ml3 is analysed in its own right.
d2l-ai/d2l-enGitHub
calls handson-ml3 โChoose for an actively maintained, applied ML/DL book with Scikit-Learn/Keras/TensorFlow.โ
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
29.6kPythondormant
fchollet/deep-learning-with-python-notebooksGitHub
calls handson-ml3 โchoose it for a broader, actively maintained ML/DL book with TF2/Keras notebooks.โ
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
20.3kJupyter Notebookslowing
amueller/introduction_to_ml_with_pythonGitHub
calls handson-ml3 โPick for a current, widely used ML book companion covering Scikit-Learn/Keras/TensorFlow with continued updates.โ
Notebooks and code for the book "Introduction to Machine Learning with Python"
8.2kJupyter Notebookdormant
rasbt/python-machine-learning-book-2nd-editionGitHub
calls handson-ml3 โWhen you want the actively maintained code for Geron's book with scikit-learn and TensorFlow 2.โ
The "Python Machine Learning (2nd edition)" book code repository and info resource
7.2kJupyter Notebookdormant
jakevdp/PythonDataScienceHandbookGitHub
calls handson-ml3 โchoose for deeper, hands-on ML/DL with TensorFlow/Keras; seed has broader data-science basicsโ
Python Data Science Handbook: full text in Jupyter Notebooks
49.7kJupyter Notebookdormant
Yorko/mlcourse.aiGitHub
calls handson-ml3 โwhen you prefer a code-first book with Scikit-Learn/Keras/TensorFlow examples over a lecture-assignment course.โ
Open Machine Learning Course
10.7kPythonactive
HenryNdubuaku/maths-cs-ai-compendiumGitHub
calls handson-ml3 โUse it for code-first scikit-learn/Keras/TensorFlow ML/DL notebooks instead of the seed's broader math/CS survey.โ
Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.
7.4kTypeScriptactive
MLEveryday/practicalAI-cnGitHub
calls handson-ml3 โWhen you want the same kind of broad Hands-on ML notebook course but with TensorFlow/Keras instead of PyTorch.โ
AIๅฎๆ-practicalAI ไธญๆ็
6.9kJupyter Notebookactive
donnemartin/data-science-ipython-notebooksGitHub
calls handson-ml3 โChapter-by-chapter ML/DL notebooks with Scikit-Learn/Keras; choose for a deeper ML/DL book when big data isn't needed.โ
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
29.4kPythondormant
DataTalksClub/machine-learning-zoomcampGitHub
calls handson-ml3 โChoose it for an up-to-date, notebook-driven ML/DL modeling course with scikit-learn/Keras/TensorFlow, but no MLOps/deployment coverage.โ
Learn ML engineering for free in 4 months! Register here ๐๐ผ
14.5kJupyter Notebookactive