AI Agent Skills

10 Weeks, 20 Lessons, Data Science for All!

Data science interview questions and answers

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

This repository is a compilation of free resources for learning Data Science.

A curated list of data science blogs

Course 18.S191 at MIT, Fall 2022 - Introduction to computational thinking with Julia

Curated list of data science interview questions and answers

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

Book_6_《数据有道》 | 鸢尾花书：从加减乘除到机器学习；欢迎大家批评指正！纠错多的同学会得到赠书感谢！

scikit-bio: a community-driven Python library for bioinformatics, providing versatile data structures, algorithms and educational resources.

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumP…

An AI-powered data science team of agents to help you perform common data science tasks 10X faster.

Probably the best curated list of data science software in Python.

Data Science Roadmap from A to Z

NMA Computational Neuroscience course

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017