Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.

Course Files for Complete Python 3 Bootcamp Course on Udemy

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

YSDA course in Natural Language Processing

A curated list of awesome ETL frameworks, libraries, and software.

📖 A curated list of resources dedicated to Natural Language Processing (NLP)

Demonstrations of DBT

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

Quiz & Assignment of some courses I learned.

A curated list of awesome Python frameworks, libraries, software and resources

Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)

Cheat Sheets

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas …

Curated list of resources for college students

Deep Learning and Reinforcement Learning Library for Scientists

A collection of machine learning examples and tutorials.

List of Data Science Cheatsheets to rule the world

도서 "[개정판] 파이썬 라이브러리를 활용한 머신 러닝"의 주피터 노트북과 코드입니다.

Data Science Tutorials

Starter project code for students taking Udacity ud120

Deep Learning Specialization by Andrew Ng on Coursera.

The "Python Machine Learning (2nd edition)" book code repository and info resource

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