Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
- machine-learning
- deep-learning
- linear-algebra
- probability
Repository Index
63,269 visible repositories in the index
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All course materials for the Zero to Mastery Machine Learning and Data Science course.
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
Toturials coming with the "data science roadmap" picture.
The "Python Machine Learning (2nd edition)" book code repository and info resource
Programming curricula
- programming
- web-development
- game-development
- computer-science
TranslatedChinese Python notes
- python
- scipy
- theano
- matplotlib
VIP cheatsheets for Stanford's CS 230 Deep Learning
- cheatsheet
- deep-learning
- convolutional-neural-networks
- recurrent-neural-networks
This Repository Contain All the Artificial Intelligence Projects such as Machine Learning, Deep Learning and Generative AI that I have done while understanding Advanced Techniques & Concepts.
- computer-vision-projects
- deep-learning-projects
- machine-learning-projects
- machinelearningprojects
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
- python
- utilities
- cache
- data-structures
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
🎓 Sharing machine learning course / lecture notes.
2027 AI/ML internship & new graduate job list updated daily
- ai
- applications
- artificial-intelligence
- college
📚 A curated list of papers for Software Engineers
- computer-science
- papers
- research
- software-engineering
Pro Git 2nd Edition
TranslatedRoadmap to becoming a web developer in 2021, Taiwan Traditional Chinese version
🏅 Collection of Kaggle Solutions and Ideas 🏅
- kaggle
- competition
- solutions
- data-science
A curated list of awesome R packages, frameworks and software.
A curated list of project tutorials for project-based learning.
- project-based-learning
- web-development
- game-development
- mobile-development
A curated list of data science blogs
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
Translated立党 (Lidang, "establish the party")'s notes on switching careers to coding from zero background
- computer-science
- python
Curated list of data science interview questions and answers
common data analysis and machine learning tasks using python
- data-science
- python
- python-tutorial
- data-scientists