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A repository of curated use cases, articles, blogs, videos on how companies are using Artificial Intelligence and Machine Learning.

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Applied Artificial Intelligence and Machine Learning

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Introduction

Applied AI is a curated knowledge repository of artificial intelligence & machine learning use cases, best practices, lessons learned, tools, and techniques, adopted by leading technology or tech-savvy organizations.

Numerous organizations frequently share their insights and expertise, encompassing best practices, tools, and techniques that shape their engineering culture. They do this through various public platforms such as engineering blogs, conferences, and meetups. This repository compiles and presents content gathered from these sources.

Topics

  • Artificial Intelligence
  • Machine Learning
  • Deep Learning
  • Generative AI
  • Large Language Models
  • Prompt Engineering
  • Retrieval-Augmented Generation (RAG)
  • MLOps
  • Data Engineering
  • Responsible AI

Organizations

Airbnb

Blog Posts

2024

2023

2022

2021

2020

Algolia

Blog Posts

2024

2023

Asana

Blog Posts

2024

Asos

Blog Posts

2024

Autotrader

Blog Posts

2024

2023

2022

Brian Impact Foundation

Blog Posts

2024

Coinbase

Blog Posts

2024

BlaBlaCar

Blog Posts

2023

Dropbox

Blog Posts

2024

2023

2021

eBay

Blog Posts

2024

2023

2022

Etsy

Blog Posts

2024

2023

2022

Expedia

Blog Posts

2024

2023

2022

2021

GitHub

Blogs

2024

2023

2022

GitLab

Blog Posts

2024

Grab

Blog Posts

2024

Gumroad

Blog Posts

2024

Instacart

Blog Posts

2024

2023

Mercari

Blog Posts

2024

2023

Meta

Blog Posts

Meta AI Blog and Research Papers

  • Various AI/ML research papers submitted by Meta are available here
  • Meta AI blog

2024

2023

2022

2021

Notion

Blog Posts

2024

Scribd

Blog Posts

2024

Slalom Build

Blog Posts

2024

2023

Sourcegraph

Blog Posts

2024

Uber

Blog Posts

2024

2023

2022

2021

Walmart

Blog Posts

2024

2023

2022

Contributors

Contribute

Contributions welcome! Read the contribution guidelines first.

Stargazers Over Time

Stargazers over time

License

CC0

To the extent possible under law, Unmesh Gundecha has waived all copyright and related or neighboring rights to this work.


If you decide to use this anywhere, please credit @upgundecha on X. Also, if you like my work, check out my other projects on GitHub.