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[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
A roadmap to guide you through mastering SQL for Data Science in just 6 weeks for free
The code from the Machine Learning Bookcamp book
Data science interview questions and answers
Step by step instructions to create a production-ready data pipeline
hausanlp / NaijaSenti
Forked from shmuhammadd/NaijaSentiThis is a repository for NaijaSenti. A Lacuna Funded Project for the development of sentiment corpus for four Nigerian languages: Igbo, Hausa, Yoruba and Pidgin.
Learn ML engineering for free in 4 months!
Spark (PySpark) script that applies dynamic time warping to Energy usage data (using the python fastdtw package)
Data Engineering Practice Problems
Master programming by recreating your favorite technologies from scratch.
Selected clustering algorithms which can be used for Trajectory Clustering
Python implementation of Traclus algorithm, for 2-D trajectories
A template repository to create a data project with IAC, CI/CD, Data migrations, & testing
Code for blog at https://www.startdataengineering.com/post/python-for-de/
A curated list of awesome Machine Learning frameworks, libraries and software.
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Advanced Python Mastery (course by @dabeaz)
Practical Data Engineering: A Hands-On Real-Estate Project Guide
A curated list of awesome computer vision resources
A collection of learning resources for curious software engineers
This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]
Python Data Science Handbook: full text in Jupyter Notebooks
👋 Hey there new grad🎉! We've put together a collection of full-time job openings for SWE, Quant, PM and tech roles in 2024! 🚀
Data structures and algorithms in X minutes. Code examples from my YouTube channel.
This is a repo with links to everything you'd ever want to learn about data engineering
All the resources you need to get to Senior Engineer and beyond