14 AI Blogs You Should Know About and Learn From
We recently wrote an article on 35 free online courses to get started on your AI journey. Online and in-person education is essential to becoming a better data scientist, machine learning researcher or other AI professional. However, another great resource freely available to everyone is an organization's blog.
Industry leaders around the world freely share advances in AI research, muse on possible improvements or different ways of doing things, provide open source code to test and train on, and provide other information and data to inspire collaboration that can help drive innovative thought in our rapidly growing technological world.
We've put together a list of some of the best AI blogs: from companies everyone has heard of, to a couple that may be new to you. Take a look below.
DeepMind is a UK based AI company acquired by Google in 2014. They are also best known for AlphFold, their cutting edge innovation in protein folding that aims to revolutionize the medical industry. Read the latest articles and stories from DeepMind and find out more about their latest breakthroughs in cutting-edge AI research:
Stay up to date on the latest artificial intelligence news from Facebook. A lot of their research is focused on computer vision and language models (NLP, chatbots, translation), and search:
Google researchers are constantly pushing the boundaries of AI based research, not only with search but through applications that touch every facet of our world. You can search their blog for anything of interest to you, or use the dropdown Labels section to browse through an alphabetical list of topics and articles:
Microsoft also has their hands in AI research that reaches around the globe, and they don't shy away from partnering with other industry leaders to advance applications to improve businesses and people's lives. You can browse through their vast library of articles on their website:
ODSC (Open Data Science Conference) brings together data science professionals and AI leaders from around the world with virtual and in-person conferences, training sessions and workshops. They write and curate information on AI and data science fields that cover the spectrum between people looking for general overviews, to code based examples and solutions. Also, thanks to insights from their own researchers and people participating in their conferences, ODSC also stays on tops of trends in AI fields. Browse the articles on their website, or look through their Categories to find information that interests you:
NVIDIA continues to revolutionize the AI industry with their GPUs and accompanying software that optimizes hardware and workflows. They also work hand-in-hand with industry leaders to accelerate new discoveries, compute capabilities, and anything else touched by technology in today's world. Their focus runs the gamut and includes data centers, autonomous driving, gaming, healthcare, manufacturing, retail, education and more. View their blog to read more:
Analytics Vidhya has a great blog focused on the needs of data scientists. They have a wide range of helpful articles, trainings and tutorials, tips and tricks, case studies, and interviews that can all grow your knowledge of anything related to data science. This includes machine learning, computer vision, deep learning, natural language processing (NLP), different platforms and algorithms, analytics, hardware and more. View their blog here:
Hugging Face came on the scene in 2016 and has become the undisputed leader in advancing language and text processing (anything related to NLP). They have a large community and freely share what they've learned about Transformers and other state of the art models for natural language processing. With over 5,000 organizations using Hugging Face, the information they offer is well worth diving into (plus they have a free course to help get you started!):
TensorFlow is an end-to-end open source machine learning platform, and one of the most popular (the other being PyTorch). Their blog contains regular news from the TensorFlow team and the community, with articles on Python, TensorFlow.js, TF Lite, TFX, and more. If you use TensorFlow, the blog is an essential resource to keep you up-to-date with the latest happenings, and a great place to help find answers to any questions you have (or problems you face). View their blog here:
Like TensorFlow, PyTorch is the other BIG machine learning platform that anyone in AI has heard of or used. In fact, many researchers and developers tend to use both platforms for different things, so picking one over the other isn't the norm (although they usually use one more than the other). PyTorch is an open source machine learning framework that accelerates the path from research prototyping to production deployment. Naturally, the PyTorch blog is focused on everything related to PyTorch and also a great place to find answers to any questions you have, or view the latest news. You can view the PyTorch blog here:
Other Notable Blogs:
MIT News - Machine Learning
And, of course, the growing initiative at SabrePC to provide valuable resources in AI, machine learning, deep learning, computer vision, NLP and the hardware that drives their future:
Let us know about any topics you're interested in by dropping a comment below, or feel free to contact us at any time with questions you have.