Learn System Design concepts and prepare for interviews using free resources.

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

This is a repo with links to everything you'd ever want to learn about data engineering

System Design Notes for MAANG Interview

A curated list of software and architecture related design patterns.

I am trying to describe complex matters in simple doodles!

2024 AWS developer associate exam

📺 Discover the latest machine learning / AI courses on YouTube.

📝 This repository recorded my NLP journey.

Implementing best practices for PySpark ETL jobs and applications.

The Data Engineering Cookbook

This is a guide to PySpark code style presenting common situations and the associated best practices based on the most frequent recurring topics across the PySpark repos we've encountered.

Best Practices and Style Guides in BEEVA

Fundamentals of Spark with Python (using PySpark), code examples

Code snippets and tutorials for working with social science data in PySpark

PySpark Code for Hands-on Learners

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

Comprehensive Python Cheatsheet

Code and files to go along with CS329s machine learning model deployment tutorial.

Automatically visualize your pandas dataframe via a single print! 📊 💡

HackerRank solutions in Java/JS/Python/C /C#

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Find the solution of machine learning competitions I am participating.

Rank-2 Solution

Carefully curated resource links for data science in one place