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Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch
Solutions of Reinforcement Learning, An Introduction
https://huyenchip.com/ml-interviews-book/
A community-maintained Python framework for creating mathematical animations.
A curated list of engineering blogs
The Startup CTO's Handbook, a book covering leadership, management and technical topics for leaders of software engineering teams
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
Implementation of papers in 100 lines of code.
A curated list of awesome computer vision resources
A course in reinforcement learning in the wild
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
Labs and Project from the course "How to Win a Data Science Competition: Learn from Top Kagglers"
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
A resource for learning about Machine learning & Deep Learning
Ambrosia is a Python library for A/B tests design, split and result measurement
An introduction to recommendation systems in Python
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Te…
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Open Machine Learning course
This is a code repository for the corresponding video tutorial. In this video, we're going to build a Web 3.0 React Solidity Blockchain Application
Популярные HTML / CSS / JavaScript / ECMAScript / TypeScript / React / Vue / Angular / Node вопросы на интервью и ответы на них (https://tinyurl.com/wxysrpsy)
Тестовые задания для самостоятельного выполнения от разных it компаний