Blogs on AI, Analytics, Data Science, Machine Learning
Here are some of the most interesting and regularly-updated blogs on Analytics, Big Data, Data Science, Data Mining, and Machine Learning, in alphabetical order.
Blog aggregators, Companies, Large sites
- Analytics Vidhya blog on development of analytical skills, analytic industry best practices, and more.
- Data Science blogs, by rushter on github.
- Data Science Dojo Data Science Blog, focusing on the fundamentals of data science.
- FiveThirtyEight, by Nate Silver and his team, gives a statistical view of everything from politics to science to sports with the help of graphs and pie charts.
- Forrester Big Data Blog, an aggregation of blogs from company contributors focusing on Big Data topics. business data.
- IBM Big Data Hub Blogs, blogs from IBM thought leaders.
- KDnuggets, a leading site/blog on Big Data, Data Science, Data Mining, Predictive Analytics (this site, included for completeness).
- O'Reilly Data Science topics.
- O'Reilly Ideas, a wide range of research topics and books.
- Oracle Data Mining Blog, Everything about Oracle Data Mining - News, Technical Information, Opinions, Tips & Tricks. All in One Place.
- Planet Big Data is an aggregator of blogs about big data, Hadoop, and related topics. We include posts by bloggers worldwide
- R-bloggers , best blogs from the rich community of R, with code, examples, and visualizations.
- SAS Blogs home, connecting to people, products, and ideas from SAS
- SAS Voices, SAS experts blog about advanced analytics and compelling industry insights.
- Smart Data Collective, an aggregation of blogs from many interesting data science people.
- StatsBlog, a blog aggregator focused on statistics-related content, and syndicates posts from contributing blogs via RSS feeds.
- The Data Warehouse Insider Technical details, ideas and news on data warehousing and big data from the Oracle Team.
Individual/small group blogs
- Ai4 blog, featuring 100+ articles focused on the industry applications of AI.
- Analytics Strategy blog by Robert Grossman.
- Ann Maria's Blog, by Dr. Ann Maria De Mars, President of the online statistics education company The Julia Group.
- Annalyzin, analytics for laymen, with tutorials and experiments, by Annalyn Ng.
- Ari Lamstein blog, covering open data, mapping, R, and more.
- Beyond the Box Score A blog using statistics to analyse the game of baseball.
- Big Data to Big Profits, blog by Prof. Russell Walker, Northwestern.
- Big on Data: Andrew Brust, Tony Baer and George Anadiotis cover Big Data technologies including Hadoop, NoSQL, Data Warehousing, BI and Predictive Analytics.
- Blog About Stats By Armin Grossenbacher, a network for professionals mainly of statistical institutions.
- Business Analytics (Practical Analytics) blog by Ravi Kalakota.
- Business. Statistics. Technology blog by Galit Shmueli, Professor of Statistics at Indian School of Business, Hyderabad, India.
- Calculated Risk, Finance and Economics
- Clustify Blog, covering e-discovery, predictive coding, document clustering, technology, and software development.
- CoolData By Kevin MacDonell on Analytics, predictive modeling and related cool data stuff for fund-raising in higher education.
- Data Analytics Blog by ScienceSoft.
- Data Genetics
- Data Mining Research blog by Sandro Saitta on data mining research issues, recent applications, important events, interviews with leading actors, current trends, book reviews, etc
- Data Mining: Text Mining, Visualization, and Social Media by Matthew Hurst.
- Data-mining by Philippe Fournier Viger, about data mining, data science, big data.
- Data Science 101, by Ryan Swanstrom on becoming a data scientist.
- Data Science Renee, by Renee M. P. Teate, on becoming a data scientist.
- Data Tau a list of interesting articles submitted by readers.
- Data36, about data analysis, AB-testing, research, big data and more
- Dataquest blog, Writings about data science.
- DecisionStats by Ajay Ohri, founder of DECISIONSTATS and author of "R for Business Analytics" and "R for Cloud Computing".
- Deep Data Mining Blog, mostly focused on technical aspect of data mining, by Jay Zhou.
- Domino Data Lab on startups, data science, R and Python.
- EMC Big data blog, by Mona Patel, big data solutions marketing at EMC
- Eminenture Blog, mirrors latest happenings in the data science and analytics world.
- Error Statistics Philosophy by Virginia Tech statistical philosopher Deborah G. Mayo
- Facebook Data Science Blog, the official blog of interesting insights presented by Facebook data scientists.
- FastML, covering practical applications of machine learning and data science.
- Fern Halper's Data Makes the World Go 'Round, primarily focused on business and text analytics.
- FlowingData, the visualization and statistics site of Nathan Yau.
- Freakonometrics Charpentier, a professor of mathematics, offers a nice mix of generally accessible and more challenging posts on statistics related subjects, all with a good sense of humor.
- Freakonomics blog, by Steven Levitt and Stephen J. Dubner.
- Geeking with Greg, exploring the future of personalized information.
- Goran's blog on Analytics and Data Mining, by Goran Dragosavac, SAS principal consultant in South Africa.
- Harvard Data Science, thoughts on Statistical Computing and Visualization.
- HPE Haven OnDemand Developer Community Blog.
- Hunch.net, by John Langford, a leading applied machine learning researcher, covers the intersection of machine learning theory and practice.
- Hyndsight by Rob Hyndman, on forecasting, data visualization and functional data.
- IBM Big Data Hub Blogs, blogs from IBM thought leaders.
- Information is Beautiful, by Independent data journalist and information designer David McCandless who is also the author of his book 'Information is Beautiful'.
- InnoArchiTech, by Alex Castrounis, covering topics including artificial intelligence, machine learning, data science, big data, and IoT, with a focus on concepts, techniques, best practices, and trends.
- Insight Data Science Blog on latest trends and topics in data science by Alumnus of Insight Data Science Fellows Program.
- Jonathan Manton's blog, tutorial-style articles in the general areas of mathematics, electrical engineering and neuroscience.
- JT on EDM, James Taylor on Everything Decision Management
- Juice Analytics, blogging about analytics and visualization
- Justin Domke blog, on machine learning and computer vision, particularly probabilistic graphical models.
- Kaggle blog "No Free Hunch", covering Kaggle data science and machine learning competitions
- Large Scale ML and other Animals, by Danny Bickson, started the GraphLab, an award winning large scale open source project
- Lazy Programmer, on the latest in big data, data science, and coding for startups.
- Learning Lover on programming, algorithms with some flashcards for learning.
- LingPipe Blog, Natural Language Processing and Text Analytics.
- Love Stats Blog By Annie, a market research methodologist who blogs about sampling, surveys, statistics, charts, and more
- Machine Learning Mastery by Jason Brownlee, on programming & machine learning.
- Machined Learning by Paul Mineiro, from Microsoft Cloud & Information Services Lab
- Magnus Notitia, by Tevfik Kosar on Big data and beyond, data intensive scientific thought.
- MDMgeek Blog by Prashant Chandramohan, on data management.
- MineThatData Blog by Kevin Hillstrom, views on Multichannel Marketing and Database Marketing.
- Net-Savvy Executive, Nathan Gilliatt blog on Social Media Analysis.
- Nuit Blanche by Igor Carron, focuses on Compressive Sensing, Advanced Matrix Factorization Techniques, Machine Learning.
- Numbers rule your world, by Kaiser Fung
- Observational Epidemiology A college professor and a statistical consultant offer their comments, observations and thoughts on applied statistics, higher education and epidemiology.
- OpenGardens, Data Science for Internet of Things (IoT), by Ajit Jaokar.
- Overcoming bias By Robin Hanson and Eliezer Yudkowsky. Present Statistical analysis in reflections on honesty, signaling, disagreement, forecasting and the far future.
- Perpetual Enigma by Prateek Joshi, a computer vision enthusiast writes question-style compelling story reads on machine learning.
- Predictive Analytics World blog, by Eric Siegel, founder of Predictive Analytics World and Text Analytics World, and Executive Editor of the Predictive Analytics Times, makes the how and why of predictive analytics understandable and captivating.
- Probability & Statistics Blog By Matt Asher, statistics grad student at the University of Toronto. Check out Asher Statistics Manifesto.
- R chart A blog about the R language written by a web application/database developer.
- R Statistics By Tal Galili, a PhD student in Statistics at the Tel Aviv University who also works as a teaching assistant for several statistics courses in the university.
- Random Ponderings by Yisong Yue, on artificial intelligence, machine learning & statistics.
- Revolution Analytics Blog, news about using open source R for big data analysis, predictive modeling, data science, and visualization
- Rick Sherman: The Data Doghouse on business and technology of performance management, business intelligence and data warehousing.
- Robert Grossman blog.
- Sabermetric Research By Phil Burnbaum blogs about statistics in baseball, the stock market, sports predictors and a variety of subjects.
- Salford Systems Data Mining and Predictive Analytics Blog
- SAS Analysis, a weekly technical blog about data analysis in SAS.
- SAS Programming for Data Mining Applications, by LX, Senior Statistician in Hartford, CT.
- Shape of Data, data analysis algorithms from the perspective of geometry, by Jesse Johnson.
- Silicon Valley Data Science.
- Simply Statistics By three biostatistics professors (Jeff Leek, Roger Peng, and Rafa Irizarry) who are fired up about the new era where data are abundant and statisticians are scientists.
- Smarten Advanced Analytics blog provides insight on Self-Serve Data Preparation, Predictive Analytics, Smart Data Visualization, Machine Learning, NLP and related topics.
- Statisfaction A blog by jointly written by PhD students and post-docs from Paris (U. Paris-Dauphine, CREST). Mainly tips and tricks useful in everyday jobs, links to various interesting pages, articles, seminars, etc.
- Statistical Modeling, Causal Inference, and Social Science by Andrew Gelman
- Statistically Funny True to its name, epidemiologist Hilda Bastian's blog is a hilarious account of the science of unbiased health research with the added bonus of cartoons.
- Stats & Bots, data stories on machine learning and analytics from Statsbot.
- Stats with Cats, .. for when you can't solve life's problems with statistics alone.
- Steve Miller BI blog, at Information management.
- Tatvic blog, covering web analytics, R, Google analytics, and related topics.
- The Analysis Factor By Karen Grace Martin
- The Bad Science by Dr. Ben Goldacre, an epidemiologist who uses statistics to debunk bad science.
- The Geomblog by Suresh
- The Guardian Data Blog, data-driven commentary on topics in the news.
- The John D. Cook blog, about statistics, analyzing data, problem solving and integrating solution components.
- The Mainstream Seer, by Venky Rao.
- The Practical Quant by Ben Lorica, O'Reilly Media Chief Data Scientist, on OLAP analytics, big data, data applications etc
- Three Toed Sloth A blog written by Professor Cosma Shalizi who teaches statistics at Carnegie Mellon University.
- Tom H. C. Anderson/Odintext blog, focusing on market research with data and text mining.
- Vincent Granville blog, by founder of AnalyticBridge and Data Science Central, on interesting topics on Data Science and Data Mining
- Walking Randomly by Mike Croucher
- What's the Big Data, by Gil Press. Gil covers the Big Data space and also writes a column on Big Data and Business in Forbes.
- Xians Og Blog, written by a professor of Statistics at U. Paris Dauphine, mainly on computational and Bayesian topics.
Blogs on Web Analytics and Web Mining
- Anil Batra's Web Analysis (Analytics), Online Advertising and Behavioral Targeting blog
- Occam's Razor by Avinash Kaushik, examining web analytics and Digital Marketing.
- The Official Google Analytics Blog.
- Unofficial Google Analytics Blog from ROI Revolution.
- Matt Cutts: Gadgets, Google, and SEO blog.
- Web Analytics & Affiliate Marketing, Dennis R. Mortensen's blog about how to increase publisher revenue through analytics.
Popular blogs also relevant to Business Analytics, Data Mining and Data Science
- Jeff Jonas blog, thoughts and resources on privacy and the information age.
- WSJ The Numbers Guy, by Carl Bialik.