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A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Investment Research for Everyone, Everywhere.
Analysis on systematic trading strategies (e.g., trend-following, carry and mean-reversion). The result is regularly updated.
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
📊 Path to a free self-taught education in Data Science!
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Your new Mentor for Data Science E-Learning.
Example code from Head First Design Patterns translated to python
Python for Head First Design Patterns book (2020)
🛁 Clean Code concepts adapted for Python
Popular Algorithms and Data Structures implemented in popular languages
A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.
Cheatsheets on numerous topics ranging from DataScience | ML | DL | AI | Big Data.
[Book-2021] Practical MLOps O'Reilly Book
The Ultimate FREE Machine Learning Study Plan
Machine learning Guide. Learn all about Machine Learning Tools, Libraries, Frameworks, Large Language Models (LLMs), and Training Models.
Brisk is a complete Continuous Integration tool for executing your test suites. It is designed around speed and outperforms all other CI tools - primarily by only rebuilding the test env when neces…
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
Tips and resources to prepare for Behavioral interviews.
Learn System Design concepts and prepare for interviews using free resources.
Learn Low Level Design (LLD) and prepare for interviews using free resources.
Data Engineering Practice Problems
The best place to learn data engineering. Built and maintained by the data engineering community.
This is a repo with links to everything you'd ever want to learn about data engineering
Implementing best practices for PySpark ETL jobs and applications.
An Awesome List of Open-Source Data Engineering Projects
A list of useful resources to learn Data Engineering from scratch