Ellest's starred repositories
mlops-zoomcamp
Free MLOps course from DataTalks.Club
python-blockchain-tutorial
Official course repository for "Python, JS, & React | Build a Blockchain & Cryptocurrency" by David Katz.
python-deepdive
Python Deep Dive Course - Accompanying Materials
ohmyzsh
🙃 A delightful community-driven (with 2,300+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
Automated-Machine-Learning-on-AWS
Automated Machine Learning on AWS, published by Packt
probabilistic_python
PyData London 2022 Tutorial
Reinforcement-Learning-In-Motion
Code repository for my course on the fundamentals of reinforcement learning
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
Machine-Learning-Projects
Machine Learning Experiments and Work
Hands-On-Docker-for-Microservices-with-Python
Hands-On Docker for Microservices with Python, published by Packt
pytest-Quick-Start-Guide
pytest Quick Start Guide, published by Packt
deep-rl-class
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
data-story
data story tech-blog
sagemaker-bert-endpoint
HuggingFace BERT (PyTorch) model deployed on an Amazon SageMaker Endpoint with a Lambda/API Gateway API integration
map-floodwater-satellite-imagery
This repository focuses on training semantic segmentation models to predict the presence of floodwater for disaster prevention. Models were trained using SageMaker and Colab.
Intro-Transformer-BERT
Introduction to Transformers and BERT
Getting-Started-with-Google-BERT
Getting Started with Google BERT, published by Packt
Linkedin-Post-Scraper
Scrapes post data from company pages
Linkedin-Web-Scraper
An easy to use web scraper for Linkedin, automated using Selenium and Beautiful Soup.
pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)