sarora

data-engineer-handbook

This is a repo with links to everything you'd ever want to learn about data engineering

aws-sa-associate-saac02

Course Files for AWS Certified Solutions Architect Certification Course (SAAC02) - Adrian Cantrill

itscalledsoccer

Python package that wraps the ASA API

machine-learning-zoomcamp

Learn ML engineering for free in 4 months!

Deep-Learning-In-Production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

ml-testing

🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

tuplex

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 rather than invoking the Python interpreter, Tuplex generates optimized LLVM bytecode for the given pipeline and input data set.

pydata-situsearch

SituSearch demo for PyData Eindhoven 2020

mplsoccer

Football pitch plotting library for matplotlib

Awesome-AutoDL

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

MML-Book

Code / solutions for Mathematics for Machine Learning (MML Book)

UltimateGitResource

📚 The ultimate collection of git commands and resources to power up your programming!

kaggle-survey-spelunking

awesome-bioie

🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)

dl-visuals

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.

wyscout-soccer-match-event-dataset

toy-ml-pipeline

Toy example of an applied ML pipeline for me to experiment with MLOps tools.

dowhy

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 graphical models and potential outcomes frameworks.

Twitter

Some of the best twitter threads regarding Machine Learning and Deep Learning

cs-video-courses

List of Computer Science courses with video lectures.

MLOps

MLOps examples

football_analytics

📊⚽ 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.

soccer_analytics

Python project trying to facilitate and being a starting point for soccer analytics projects.

clearml-server

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

stat453-deep-learning-ss21

STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)

TensorFlow2.0-Examples

🙄 Difficult algorithm, Simple code.