Stars
This is a repo with links to everything you'd ever want to learn about data engineering
Course Files for AWS Certified Solutions Architect Certification Course (SAAC02) - Adrian Cantrill
Python package that wraps the ASA API
Learn ML engineering for free in 4 months!
Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.
🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Tuplex is a parallel big data processing framework that runs data science pipelines written in Python at the speed of compiled code. Tuplex has similar Python APIs to Apache Spark or Dask, but rath…
SituSearch demo for PyData Eindhoven 2020
Football pitch plotting library for matplotlib
Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
Code / solutions for Mathematics for Machine Learning (MML Book)
📚 The ultimate collection of git commands and resources to power up your programming!
🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)
Over 200 figures and diagrams of the most popular deep learning architectures and layers FREE TO USE in your blog posts, slides, presentations, or papers.
Toy example of an applied ML pipeline for me to experiment with MLOps tools.
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphic…
Some of the best twitter threads regarding Machine Learning and Deep Learning
List of Computer Science courses with video lectures.
📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.
Python project trying to facilitate and being a starting point for soccer analytics projects.
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)
🙄 Difficult algorithm, Simple code.