Liang Ruobing's starred repositories
DeepLearing-Interview-Awesome-2024
AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目
awesome-DeepLearning
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
industry-machine-learning
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
machine_learning_basics
Plain python implementations of basic machine learning algorithms
python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
practical-machine-learning-with-python
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.
machine-learning-course
:speech_balloon: Machine Learning Course with Python:
Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
scikit-learn
scikit-learn: machine learning in Python
Machine-Learning-with-Python
Python code for common Machine Learning Algorithms
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
Data-Science-Interview-Resources
A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
Machine-Learning-with-Python
Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps you. BONUS: Interview Bank coming up..!
ml-interviews-book
https://huyenchip.com/ml-interviews-book/
MLQuestions
Machine Learning and Computer Vision Engineer - Technical Interview Questions
machine-learning-interview
算法工程师-机器学习面试题总结
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
llms-from-scratch-cn
仅需Python基础，从0构建大语言模型；从0逐步构建GLM4\Llama3\RWKV6， 深入理解大模型原理
machine_learning_examples
A collection of machine learning examples and tutorials.
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
Machine-learning-learning-notes
周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
machine-learning-zoomcamp
Learn ML engineering for free in 4 months!
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Lhy_Machine_Learning
李宏毅2021/2022/2023春季机器学习课程课件及作业