azuracai's starred repositories
awesome-Python-data-science-books
Probably the best curated list of data science books in Python
Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
LeetCode-Go
✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解
handson-ml2
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.
machine-learning-roadmap
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
hyperparameter-optimization
Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms
DS-Career-Resources
Compilation of resources for aspiring data scientists
data-science-interview-questions-and-answers
Data science interview questions with answers. Not ideally (yet)
Data-Science--Cheat-Sheet
Cheat Sheets
featuretools
An open source python library for automated feature engineering
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
MLInActionCode
《机器学习实践》源码和《机器学习-算法原理与编程实践》源码以及学习心得
Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.