Best Machine Learning Blogs
A great introduction to machine learning and AI, Machine Learnings features helpful articles on how this technology may affect your work and life. The site’s non-technical guide to artificial intelligence is also particularly useful for those who are interested in jumping into the world of machine learning but don’t have the technical background.
If you only choose to follow a few select blogs, this should be one of them. Updated frequently, the content on this site is curated and created by employees of Microsoft. It encompasses topics like AI adoption, machine learning, and deep learning, and features posts on Microsoft’s Azure platform and Cortana Intelligence Suite.
Professional developer and machine learning practitioner Jason Brownlee started this blog years ago as a resource to help other developers become well-versed in ML. Today, it remains a top-referenced blog for industry professionals looking to broaden their knowledge of ML concepts. Brownlee’s blog is updated frequently and is a treasure chest of educational information on AI.
Microsoft principal researcher John Langford is the architect and author behind this blog, which is a favorite in the ML community. Langford provides insightful commentary on machine learning theory, posts about potential job opportunities, and contributes updates about the International Conference on Machine Learning.
In this company blog, Algorithmia, a Seattle-based DevOps firm, provides tech rundowns, deep dives, and introductory posts on how AI technology works. Some of its most popular posts of 2018 included “Hardware for Machine Learning,” “Facial Recognition Through OpenFace,” and “Introduction to Machine Learning.”
Shakir Mohamed, a research scientist at DeepMind, writes about machine learning tips and tricks on his blog, named after an English publication that circulated in the early 18th century. Many of Mohamed’s articles, including a recent post on making artificial intelligence truly global, are thought-provoking and consider the broader implications of AI on the world around us.
This blog, run by economist Zygmunt Zając, seeks to be a go-to platform for entertaining and easy-to-read articles on machine learning. FastML’s blog posts tackle topics like overfitting, pointer networks, chatbots, and more.
Distill is technically not a blog—it’s an online research journal dedicated to machine learning. However, the scientific journal’s content and fresh presentation style warrant it a mention on this list. Distill aims to present AI research in a more user-friendly way, incorporating reactive diagrams and compelling graphics that help the reader to more easily understand the research.
Best Artificial Intelligence Blogs
If you’re looking for first-hand insight and tips on breaking into the field of AI, you’re right where you belong! Springboard’s AI and machine learning blog posts include practical guides, tutorials and other bits of career advice on how to transition into a machine learning engineer role.
The news site AI Trends provides comprehensive coverage of the latest AI-related technology and business news. It features interviews with top industry executives, thought-leadership pieces, as well as in-depth articles on the business of AI.
Dive deep into the world of AI with this O’Reilly Media blog devoted to the subject. Drawing on the expertise of industry influencers, O’Reilly’s blog posts show how companies are utilizing AI technology, highlighting the latest ideas, tools, and solutions in the industry.
In this company blog, researchers and engineers at Google provide a riveting look at how the tech giant is incorporating AI and ML technology into its products, like its remarkable translation tools. Through this blog, you’ll get a glimpse into the Google AI team’s research and thought process.
This news stream provides the latest on what’s happening in AI at the Massachusetts Institute of Technology, which is considered one of the leading academic institutions in AI research. This news stream includes stories on AI research being conducted at the university, as well as briefs on AI-related campus events.
You’ll find BAIR research findings, AI perspectives, and other content on this blog written by students, post-docs, and faculty of this highly rated UC Berkeley program, which brings together researchers across the areas of computer vision, machine learning, natural language processing, planning, and robotics.
DeepMind is a U.K.-based artificial intelligence company that was acquired in 2014 for more than $500 million by Google. On this company blog, DeepMind team members share information on their research, important milestones, and other company news in a clear and compelling fashion.
Google engineer and Jetpac founder Pete Warden explains AI concepts in a simple and clear manner on his blog.
This blog—which boasts more than 125,000 views per month—sources content from researchers, developers, entrepreneurs, and other individuals who have a passion for AI. Becoming Human articles touch on the future of this technology, explaining AI concepts and providing analysis on how AI can impact human lives.
AI is one of the central topics that 33rd Square includes in its coverage. On this site, you’ll find a mix of videos and articles that explore the applications and the implications of AI.
This blog features articles on businesses’ AI efforts, analysis on industry trends, and coverage of AI-related conferences and notable AI influencers. The site also features a helpful news stream that will keep you abreast of the latest AI developments.
A good resource for legal professionals, Artificial Lawyer is a blog focusing on how AI technology will drive the automation of legal work. Founded by Richard Tromans, the site accrues around 110,000 page views per month and has been recognized as a top legal and technology blog by various sources.
MarkTechPost publishes articles on a variety of technology topics, artificial intelligence among them. Scroll through this site and you’ll find a host of intriguing articles on how AI technology is being deployed, as well as educational posts explaining machine learning and other related topics.
Hal Daume III, presently a principal researcher at Microsoft, was inspired to create this blog in 2005 after noticing that, while there were machine learning research blogs at the time, he couldn’t find an open forum dedicated to natural language processing. On this blog, Daume writes about that topic, along with computational linguistics and other related subjects.
Analytics Vidhya’s site provides a vast toolbox of educational content for data science professionals, including lots of material focused on AI, machine learning, and deep learning. The organization’s blog provides guides on topics such as neural networks and overviews of how technology like facial recognition works.
There are tons of fascinating AI-related articles floating out there on Medium. Follow this news stream and it will ensure that you stay up to date on all of them.
Seattle-based Avanade Insights is a provider of digital and cloud services and IT consulting. Its blog offers tips and tricks on how AI technology can help simplify and enhance a business’ operations.
While it’s not technically a blog, Gengo’s resource page certainly acts like one. There, you can find AI predictions, interviews with notable industry experts, and educational articles like this one.
In this blog, Google data scientists publish articles they believe would be interesting to those data scientists employed outside of Google. As the name suggests, this blog isn’t officially affiliated with the tech giant, but that fact doesn’t make the site’s content any less interesting. Machine learning is among the topics the site’s authors explore.
OpenAI is a nonprofit dedicated to AI research that is sponsored by big names like Elon Musk and Peter Thiel. The focus of its blog is to communicate its research, which is absolutely worth exploring.
Best Deep Learning Blogs
If you’re a beginner to deep learning and machine learning concepts, Adit Deshpande’s deep learning blog should be on your list of sites to peruse. Deshpande is currently a computer science undergraduate at the University of California, Los Angeles. His posts are engaging, easy to understand, and he sometimes incorporates real-life happenings into his blog posts—like applying machine learning to March Madness, for instance—to help explain complex ideas.
The director of AI at Tesla, Andrej Karpathy is considered a top expert in the field of deep learning. He used to post on a GitHub site, but is now publishing articles on Medium, where you can find his latest takes.
Former Google Brain team member Denny Britz focuses on deep learning concepts in this blog, providing tutorials and other in-depth posts. WildML also features a useful deep learning glossary for those who want to brush up on their vocabulary.
With a tagline of “making deep learning accessible,” the blog of Tim Dettmers, a Ph.D. student at the University of Washington, includes long-form articles and constructive guides on deep learning concepts.
Best Chatbot Blogs
Chatbots Life is a prime resource for information on chatbots and AI. This blog is beginner-friendly, offering a host of tutorials, how-to articles, and other educational tools to those who are interested in learning more about chatbots.
You’ll be able to find a variety of educational posts and news articles on chatbots and how they’re used on this site. Chatbots Magazine—which touts itself as the No. 1 place to learn about chatbots—also delves into topics like AI, machine learning, and natural language processing.
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