11 Data Science Blogs Every Data Lover Should Be Tracking
Data science is a fascinating technology niche—and it’s changing rapidly. Whether you're well-established in the field or making a career pivot with further Data Science education, blogs are one of the best ways to stay updated on some of the biggest changes and developments in any industry. A great data science blog could save you lots of time and research—while keeping you informed along the way.
Despite the number of amazing and talented data scientists out there, it’s not always easy to find a high-quality blog dedicated to the field. If you could use a few data science blogs to bookmark and check in on, then keep reading.
11 Data science blogs that’ll help you keep a pulse on the industry
We combed through data science blogs of all shapes and sizes to help you grow in your knowledge of this exciting industry. Here’s a list of our favorites:
1. Oracle’s Data Science blog
Oracle’s Data Science blog focuses on best practices in data science—an area that bridges business and economy, specific tools and platforms in data science, career advice and professional development and more. If you only follow one blog to keep yourself educated on what’s happening in data science, this one is a great pick.
Lots of the content here focuses on how data science is applied by businesses. That perspective can be super helpful to budding data pros looking to learn more about what’s possible with data in a professional setting.
2. Analytics Vidhya’s Big Data blog
Analytics Vidhya’s Big Data blog is home to a vibrant community of data professionals. It features tons of high-quality, user-submitted content from people who are heavily involved with the field. Here you’ll find everything: step-by-step tutorials, data best practices, industry insight, case studies and more.
3. Women in Big Data
Women in Big Data was formed by big data experts who wanted to see better gender representation for women in the industry. While there are plenty of useful data science posts on here, the forte of Women in Big Data is their coverage of industry events. Meetups, technical conferences and data events are highlighted with detailed notes about presenters, important trends and takeaways.
If you don’t have the time to get to events in the industry, then keep tabs on this blog and you can still glean plenty of useful information.
Kolabtree has wide appeal for all things technology and science. But their data analysis section is full of great data news and topics—making them an excellent resource for keeping up with data science. This blog is a great choice for people who are interested in the field and want to learn more about how its principles can be applied across various industries and topic areas.
5. Towards Data Science
If you are looking for interesting data science articles that address pop culture, career concerns and best practices in data, you’ll love Towards Data Science. A visually appealing, easy-scrolling front page allows you to browse article titles that interest you. When you click, you are likely to find thoughtful and well-written content that even newbies to data science can understand.
6. KD Nuggets
KD Nuggets—the “KD” stands for “Knowledge Discovery,” if you’re wondering—is a longstanding and highly regarded site filled with posts on data science, analytics and machine-learning subjects. The content tends to be more advanced than some of the surface-level information you’ll find on some data blogs, with plenty of statistical examples and analytics supporting the posts.
Post titles range from the practical “Choosing the Right Metric for Evaluating Machine Learning Models” to the humorous “Every time someone runs a correlation coefficient on two time series, an angel loses their wings.” This site is updated multiple times daily and is an absolute must-bookmark site for anyone interested in the field.
7. Data Science & Psychology
Data Science & Psychology has a very unique approach for analytics—applying data science with social science concerns. The blog’s owner, Ravi Iyer, is a data scientist as well as the executive director of a nonprofit that focuses on peaceful politics. The aim of this blog seems to be exploring societal trends, ethics and morality through the lens of data.
“While some may see academic psychology and the technology industry as separate career paths, it is my view that they are converging as technology companies increasingly serve psychological needs and psychology departments seek to use more real-world data that produces real-world value,” Iyer writes. If you are interested in culture, politics, religion or psychology, then this blog does a great job of exploring the most human side of data science.
8. O’Reilly Media’s Ideas blog
O’Reilly Media’s Ideas blog offers tabs with plenty of different subjects—data, most definitely, but also AI, business, security and quite a few other areas that might be interesting to data science lovers. This site is an excellent resource for broad data topics. Recent subjects include data privacy, data engineer vs. data scientist and takeaways from data conferences and presentations.
Also worth noting is the O’Reilly Data Show podcast. If you enjoy podcasting, then add this one to the mix to keep tabs on the speedy world of data.
9. Simply Statistics
If you’re looking for a no-nonsense take on statistic and data science topics, Simply Statistics is a great pick for you. Simply Statistics offers regular posts in a simple, highly readable format. Three biostatistics professors created this blog because they were fired up about this new era where data is abundant and statisticians are scientists.
“People vs. Institutions in Data Analysis,” “Rethinking Academic Data Sharing” and “How Do Machines Learn?” are some examples of post topics you will find.
10. Cross Validated
While it might not follow the traditional format of a blog, Cross Validated is too valuable of a resource to leave out. This site is more of a question-and-answer forum for people interested in statistics, machine learning, data analysis, data mining and data visualization—and there’s plenty of valuable insight to be found. This site, which is connected to Stack Exchange, can be an excellent way to keep tabs on what experts in data are talking about—and whom to consult with when you’re stuck.
11. No Free Hunch
No Free Hunch is the blog of Kaggle, a platform for data science-related competitions. The competitions alone are a good reason to have this site on your radar—but there’s also quite a bit of useful information to be found on this blog. They post often about upcoming competition and project opportunities as well as the results from them, and there’s also plenty of posts about general industry news and helpful tutorials.
Stay smart with these data science blogs
As you can see, there are so many different kinds of data science blogs out there—data science blogs for people who like a little humor, data science blogs for the highly technical-minded folks, data science blogs for professionals who want to understand how data fits into the business world—our list only scratches the surface.
If you found a few blogs in here that captured your interest, you have one more tool to make you smarter in this exciting industry. In data, the terminology, tools and even job titles change fast. Following expert sources is critical to stay up to date. Even the term “data science” itself is still pretty fresh—and for some, hard to define. If you could use a little clarity on how to differentiate two common data disciplines, check out our article, “Data Analytics vs. Data Science: Deciphering the Differences.”