Introduction to machine learning with scikit-learn
github.com/justmarkham/scikit-learn-videosThis repository contains Jupyter notebooks for an introductory video series on machine learning with scikit-learn.
Looking for something like 100-Days-Of-ML-Code? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 10 are open source.
Follow a 100-day sequence of machine-learning coding exercises in this repository.
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | Introduction to machine learning with scikit-learn | — | Not stated | — |
| 2 | Practical Deep Learning | — | Not stated | Web |
| 3 | Skidl | — | Yes | — |
| 4 | Hugging Face Diffusion Models Course | — | Yes | — |
| 5 | The Algorithms - C++ | — | Not stated | Linux, macOS, Web |
| 6 | openMotor | — | Yes | — |
| 7 | Rocket Py | — | Yes | — |
| 8 | Manim | — | Yes | Linux |
| 9 | Artificial Intelligence: A Modern Approach | — | Not stated | Web |
| 10 | computer-vision-in-action | — | Not stated | — |
This repository contains Jupyter notebooks for an introductory video series on machine learning with scikit-learn.
Practical Deep Learning for Coders is a free course on applying deep learning and machine learning, designed for people with coding experience.
SKiDL uses Python to design electronic circuits, with KiCad and schematics among the repository's listed topics.
The Hugging Face Diffusion Models Course provides course materials for studying diffusion theory and image generation.
Study algorithms implemented in C++ through this open-source learning repository.
openMotor simulates internal rocket motor ballistics, estimating chamber pressure and thrust from propellant, grain geometry, and nozzle details.
RocketPy describes itself as a six-degree-of-freedom trajectory simulator for high-power rocketry.
The Manim engine creates precise programmatic animations for explanatory mathematics videos, including scenes associated with 3Blue1Brown.
The Artificial Intelligence: A Modern Approach textbook site includes courses, exercises, and related resources.
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This repository contains Manim-generated scenes used in 3Blue1Brown explanatory math videos.
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Learn regular expressions through the examples and explanations in this repository.
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Learn data structures and algorithms through open-source implementations in multiple programming languages.
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