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All the resources you need to get to Senior Engineer and beyond
A resource to help you pass system design interview and become good at work 👇
Learn System Design concepts and prepare for interviews using free resources.
Master programming by recreating your favorite technologies from scratch.
Learn Low Level Design (LLD) and prepare for interviews using free resources.
A collection of learning resources for curious software engineers
Systems design is the process of defining the architecture, modules, interfaces, and data for a system to satisfy specified requirements. Systems design could be seen as the application of systems …
Notes from books and other interesting things that I've read. Table of contents at the end 👇
This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy gradient (DDPG) learning algorithm.
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced research…
An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
A toolkit for developing and comparing reinforcement learning algorithms.
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Tensors and Dynamic neural networks in Python with strong GPU acceleration
PyTorch implementations of deep reinforcement learning algorithms and environments
PFRL: a PyTorch-based deep reinforcement learning library
Tutorials for DataCamp (www.datacamp.com)
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
A Machine Learning project to predict the results of the NCAA Men's March Madness Basketball tournament.
Keras implementations of Generative Adversarial Networks.
Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps you. BONUS: Interview Bank coming up..!