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ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2020

ai-math-roadmap

Your no-nonsense guide to the Math used in Artificial Intelligence

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

awesome-generative-ai-guide

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

causal-inference-and-discovery-in-python

Causal Inference and Discovery in Python by Packt Publishing

compecon2020

Computational Economics Course 2020 by Kenneth Judd

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

cs-xmind-note

计算机专业课（408）思维导图和笔记：计算机组成原理（第五版 王爱英），数据结构（王道），计算机网络（第七版 谢希仁），操作系统（第四版 汤小丹）

cs230-stanford.github.io

d2l-ai-solutions-manual

《动手学深度学习》习题解答，在线阅读地址如下：

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-science-for-beginners

10 Weeks, 20 Lessons, Data Science for All!

ding_causalinference_python

python implementation of Peng Ding's "First Course in Causal Inference"

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

econ5170

Econ5170@CUHK: Computational Methods in Economics (2019 Spring)

econml

ALICE (Automated Learning and Intelligence for Causation and Economics)

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

interactive-dictionary-in-python

Create a dictionary in Python which can retrieve definitions for user, ask 'did you mean this instead?' is user made a typo while entering the word, if the word has more than one definition then retrieve them all.

kaobook

A LaTeX class for books, reports or theses based on https://github.com/kenohori/thesis and https://github.com/Tufte-LaTeX/tufte-latex.

learn-vim

Learning Vim and Vimscript doesn't have to be hard. This is the guide that you're looking for 📖

learning

Becoming 1% better at data science everyday

leedl-tutorial

《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

leetcode-solutions

🏋️ Python / Modern C++ Solutions of All 3008 LeetCode Problems (Weekly Update)

leetcode_company_wise_questions

This is a repository containing the list of company wise questions available on leetcode premium

linuxupskillchallenge

Learn the skills required to sysadmin a remote Linux server from the commandline.

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

machine-learning

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接