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ML Tutorial

70 repositories

Lab Materials for MIT 6.S191: Introduction to Deep Learning

Jupyter Notebook 7,304 3,674 Updated Jan 1, 2025

fast.ai Courses

Jupyter Notebook 5,616 2,735 Updated Aug 2, 2024

machine learning and deep learning tutorials, articles and other resources

15,720 3,810 Updated Jun 12, 2024

Roadmap to becoming an Artificial Intelligence Expert in 2022

JavaScript 29,378 2,502 Updated Dec 31, 2023

A curated list of awesome Deep Learning tutorials, projects and communities.

24,516 6,073 Updated Apr 30, 2024

A curated list of awesome Machine Learning frameworks, libraries and software.

Python 66,495 14,709 Updated Dec 16, 2024

Cool links & research papers related to Machine Learning applied to source code (MLonCode)

6,279 843 Updated Dec 3, 2020

A curated list of awesome computer vision resources

21,182 4,245 Updated May 17, 2024

Machine learning glossary

Python 3,032 725 Updated Aug 8, 2024

100 Days of ML Coding

45,918 10,693 Updated Dec 29, 2023

This repository is no longer maintained.

15,406 2,479 Updated Jan 16, 2020

Exercise notebooks for Machine Learning modules on Microsoft Learn

Jupyter Notebook 1,781 2,276 Updated May 30, 2024

The Open Source Data Science Masters

25,119 6,173 Updated Dec 3, 2023

MLOps examples

Jupyter Notebook 1,865 544 Updated Aug 2, 2024

This repository contains all the resources and solution to quizzes given and asked in IBM Data Science Professional Certification.

Jupyter Notebook 304 365 Updated Jun 7, 2021

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Jupyter Notebook 2,286 1,649 Updated Mar 31, 2024

Repository for data science book

TeX 1,109 1,090 Updated May 16, 2024

Practical Time-Series Analysis, published by Packt

Jupyter Notebook 405 252 Updated Jan 30, 2023

data analyst with python career track

306 102 Updated Dec 1, 2021

Repository for the Big Data Specialization from University of California San Diego on Coursera

Jupyter Notebook 240 239 Updated Sep 6, 2022

Notebooks of Datacamp projects

Jupyter Notebook 242 134 Updated Nov 3, 2023

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

HTML 70,275 14,748 Updated Jan 1, 2025

10 Weeks, 20 Lessons, Data Science for All!

Jupyter Notebook 28,532 5,889 Updated Oct 15, 2024

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Jupyter Notebook 23,214 4,077 Updated Nov 12, 2024

LSTM trained on the first five ASOIAF/GOT books

Jupyter Notebook 967 136 Updated Mar 25, 2018

Learning materials, Quizzes & Assignment solutions for the entire IBM data science professional certification. Also included, a few resources that I found helpful.

Jupyter Notebook 264 363 Updated Aug 23, 2022

12 Weeks, 24 Lessons, AI for All!

Jupyter Notebook 35,367 6,099 Updated Nov 11, 2024

Time Series Analysis with Python Cookbook, published by Packt

Jupyter Notebook 262 169 Updated Sep 20, 2023

Hands-on Exploratory Data Analysis with Python, published by Packt

Jupyter Notebook 747 331 Updated Jan 30, 2023

🤖⚡ 50 scikit-learn tips

Jupyter Notebook 1,722 434 Updated Sep 5, 2022