MichaelKareev's starred repositories
system-design
Learn how to design systems at scale and prepare for system design interviews
tech-interview-handbook
💯 Curated coding interview preparation materials for busy software engineers
algorithmic-trading-with-python
Source code for Algorithmic Trading with Python (2020) by Chris Conlan
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
ML-Course-Notes
🎓 Sharing machine learning course / lecture notes.
Mathematics-for-ML
🧮 A collection of resources to learn mathematics for machine learning
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
Production-Level-Deep-Learning
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
recommendation
Recommendation System using ML and DL
Awesome-System-for-Machine-Learning
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
system_design
Preparation links and resources for system design questions
naniz-hugo-site
Personal website and blog using hugo framework
data-science-interview-questions-and-answers
Data science interview questions with answers. Not ideally (yet)
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
system-design-interview
System design interview for IT companies
rtb-papers
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
python-basics
Python Basics ( v3.x )
python-interview-questions
A listing of questions that could potentially be asked for a python job listing
interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
awesome-mlops
A curated list of references for MLOps
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
machine_learning_basics
Plain python implementations of basic machine learning algorithms