├── CONTRIBUTING.md ├── LICENSE ├── README.md └── _config.yml /CONTRIBUTING.md: -------------------------------------------------------------------------------- 1 | # Contribution Guide 2 | 3 | - If you find a ML engineering blog that would be great fit here, send a pull request. 4 | - Before creating a pull request, make sure to check if your suggestion is already included. 5 | - Use the following format: 6 | ``` 7 | - [Name](URL) 8 | ``` 9 | - The contents are alphabetically sorted. Make sure your suggestion is present in the correct location. 10 | 11 | Thank you for contributing 😊 -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2021 Prashant Anand 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Awesome ML Engineering Blogs 2 | 3 | [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome) [![contributions welcome](https://img.shields.io/badge/Contributions-Welcome-brightgreen.svg?style=flat)](./CONTRIBUTING.md) [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) 4 | 5 | A curated collection of direct links to Machine Learning and AI engineering blogs from leading tech companies. Skip the navigation hassle - each link takes you straight to ML/AI-specific content. Perfect for staying updated with real-world ML implementations, engineering challenges, and solutions from industry practitioners. 6 | 7 | - [Airbnb](https://medium.com/airbnb-engineering/ai/home) 8 | - [Algolia](https://www.algolia.com/blog/ai/) 9 | - [Amazon Science](https://www.amazon.science/blog?q=&f0=0000016e-2ff0-da81-a5ef-3ff057f10000&f0=0000016e-2ff1-d205-a5ef-aff9651e0000&f0=0000016e-2fb1-d205-a5ef-afb9d52c0000&f1=0000016e-4cbd-dae1-a36e-edfd29030000&f1=0000016e-39f9-d205-a5ef-bff9944b0000&f1=0000016e-4373-de2e-a76e-cff717cf0000&f1=0000016e-4373-d9b0-a7fe-f77ffa230000&f1=0000016e-4373-d9b0-a7fe-f77fb1890000&f1=0000016e-adb9-d30f-ad6e-adbbe5d10000&f1=0000016e-4cbb-d83c-a1ef-eebbe51b0000&f1=0000016e-4375-de2e-a76e-cff71bf60000&f1=0000016e-6174-d83c-a1ef-e7f423c50000&f1=00000171-3b46-d3a8-ab71-bfd7b3d00000&s=1&expandedFilters=Research%2520area%2CTag%2CConference%2CAuthor%2CDate%2C) 10 | - [AWS](https://aws.amazon.com/blogs/machine-learning/) 11 | - [BBC](https://medium.com/bbc-design-engineering/tagged/machine-learning) 12 | - [Booking.com](https://blog.booking.com/#datascience) 13 | - [Bumble](https://medium.com/bumble-tech/tagged/data-science) 14 | - [BuzzFeed](https://tech.buzzfeed.com/tagged/machine-learning) 15 | - [Databricks](https://databricks.com/blog/category/engineering/data-science-machine-learning) 16 | - [Deezer](https://deezer.io/tagged/machine-learning) 17 | - [Doordash](https://doordash.engineering/category/data-science-and-machine-learning/) 18 | - [Dropbox](https://dropbox.tech/machine-learning) 19 | - [Etsy](https://codeascraft.com/tag/machine-learning/) 20 | - [Expedia](https://medium.com/expedia-group-tech/tagged/machine-learning) 21 | - [Github](https://github.blog/ai-and-ml/) 22 | - [Google](https://ai.googleblog.com/) 23 | - [Grab](https://engineering.grab.com/categories/data-science/) 24 | - [Grammarly](https://www.grammarly.com/blog/engineering/category/nlp-ml/) 25 | - [Hootsuite](https://medium.com/hootsuite-engineering/tagged/machine-learning) 26 | - [Instacart](https://tech.instacart.com/tagged/machine-learning) 27 | - [Instagram](https://instagram-engineering.com/tagged/machine-learning) 28 | - [Intuit](https://medium.com/intuit-engineering/tagged/ai-and-data-science) 29 | - [LinkedIn](https://www.linkedin.com/blog/engineering/generative-ai) 30 | - [Lyft](https://eng.lyft.com/tagged/data-science) 31 | - [Meta (Facebook)](https://engineering.fb.com/category/ml-applications/) 32 | - [Microsoft](https://medium.com/data-science-at-microsoft) 33 | - [Netflix](https://netflixtechblog.com/tagged/machine-learning) 34 | - [Nextdoor](https://engblog.nextdoor.com/tagged/machine-learning) 35 | - [Nvidia](https://blogs.nvidia.com/blog/category/deep-learning/) 36 | - [Paypal](https://medium.com/paypal-tech/tagged/machine-learning) 37 | - [Pinterest](https://medium.com/pinterest-engineering/tagged/machine-learning) 38 | - [Shopify](https://shopify.engineering/topics/data-science-engineering) 39 | - [Slack](https://slack.engineering/tags/machine-learning/) 40 | - [Soundcloud](https://developers.soundcloud.com/blog/category/machine%20learning) 41 | - [Spotify](https://engineering.atspotify.com/category/maching-learning/) 42 | - [Square](https://developer.squareup.com/blog/category/data-science/) 43 | - [Stackoverflow](https://stackoverflow.blog/tag/machine-learning/) 44 | - [Swiggy](https://bytes.swiggy.com/tagged/swiggy-data-science) 45 | - [Toptal](https://www.toptal.com/developers/blog/tags/machinelearning) 46 | - [Tripadvisor](https://www.tripadvisor.com/engineering/tag/machine-learning/) 47 | - [Twilio](https://www.twilio.com/blog/search?q=machine+learning) 48 | - [Twitter](https://blog.twitter.com/engineering/en_us/tags.eng--machine-learning) 49 | - [Uber](https://www.uber.com/en-US/blog/engineering/ai/) 50 | - [Walmart](https://medium.com/walmartglobaltech/tagged/data-science) 51 | - [Wayfair](https://www.aboutwayfair.com/careers/tech-blog?q=&s=0&f0=00000178-3b97-d9a4-a37a-fbf7441c0000&f0=0000017b-63b6-d47e-adff-f7bfd6ba0000&f0=00000178-3b97-d9a4-a37a-fbf744d20000&f0=00000178-3b97-d9a4-a37a-fbf7460c0001&f0=0000017b-63b7-dad3-a3fb-7fb7466f0000&f0=0000017a-ed9d-df9d-a17e-fdbf992a0000&f0=0000017b-63b5-d47e-adff-f7bda4220000) 52 | - [Zalando](https://engineering.zalando.com/tags/machine-learning.html) 53 | - [Zendesk](https://medium.com/zendesk-engineering/data/home) 54 | - [Zillow](https://www.zillow.com/tech/ai-ml/) 55 | -------------------------------------------------------------------------------- /_config.yml: -------------------------------------------------------------------------------- 1 | theme: jekyll-theme-hacker --------------------------------------------------------------------------------