The data science industry is constantly changing and evolving, making blogs the ideal outlet for keeping up with all that’s new. Of course, not all data science or data analytics blogs are created equal.
Whether you’re an aspiring data scientist or an industry veteran, keeping up with the latest via top-quality big data blogs is practically part of the job description. To find the best data science blogs, we went straight to the people. We scoured dozens of data science communities in search of what data scientists themselves consider the must-follow blogs. The result is an interesting mix of blogs. While some are for those already working as data scientists, others are aimed at those who are still aspiring. But despite their differences, each blog on our list has been declared one of the 25 best data science blogs by industry insiders.
Analytics Vidhya
Analytics Vidhya is a fantastic data science blog for those looking to start a career in data science. The popular blog features articles on:
- data science
- machine learning
- R programming
- Python for analytics
The website also includes a forum where readers can post and answer questions relating to data science.
AWS Big Data Blog
Amazon Web Services offers cloud computing services from data centers around the world. The AWS Big Data Blog is dedicated to news about AWS launches and events. Users can explore topics like:
- Networking and Content Delivery
- Migration Solutions
- Management and Governance
Data Science Central
Data Science Central is a powerhouse of data science information. The blog features articles written by some of the industry’s leading experts. The website which hosts Data Science Central also features a helpful forum where big data practitioners discuss just about any topic related to data science.
Data Science Dojo
The goal of Data Science Dojo is to make data science accessible to everyone. They offer quality trainings that features a mix of theoretical concepts and hands-on experience. Their blog features articles about all things data science including:
- deep learning
- natural language processing
- data visualization
Data Science Weekly
Data Science Weekly is a helpful data science blog that comes to you! Each Thursday, Data Science Weekly subscribers are emailed a free newsletter containing the latest news and articles relating to data science, plus a listing of job openings in the industry.
Data Science@ Berkeley
As you may have guessed from its name, Data Science @ Berkeley is the data science blog run by the School of Information at University of California — Berkeley. The blog:
- profiles new data science startups
- covers industry news and events
- conducts interviews with people in the industry
- provides various types of information on data science and information technology.
Dataconomy
The data science blog Dataconomy offers readers thorough and entertaining blog posts about the latest news, events, and ideas from the data science industry. Its blog posts are often written by industry experts, who provide honest insights as only they can provide.
Datafloq
Prepare to spend hours exploring Datafloq, a popular data science blog that’s a must-follow for anyone needing or wanting to stay up to date with the industry. It’s filled with data science resources, plus articles on:
- news
- opinions
- advice
- research
Datatau
Part blog, part online community, and part news site, Datatau is a great resource for data scientists of all interest levels. Dubbed “Hacker News for Data Scientists,” Datatau’s blog contributors include a large number of data scientists who write about anything and everything related to data science. What makes Datatau unique is the way in which readers and other data scientists can comment on, rate, and even add to existing blog posts.
Domino Data Science Blog
Domino Data Science Blog is the blog of Domino Data Lab, a big data analytics company. This interesting and popular blog profiles the ways in which companies and other real-world organizations use machine learning and data science to further their goals. Big data bloggers share their professional knowledge and experience in this cutting-edge industry.
Edwin Chen’s Blog
Ask any data scientist about the blogs he or she follows and you’ll likely find that Edwin Chen’s blog makes the list. Edwin Chen — whose impressive resume includes ad quality work at Twitter, quantitative analysis at Google, and data science at Dropbox — writes blog posts about his experiences and vast breadth of knowledge in the field of data science.
FastML
Created by an economist, the popular data science blog FastML aims to make the concept of machine learning as easy and as straightforward as possible. The blog features hundreds of useful tips that readers can use to incorporate machine learning into even the most complex of business problems.
FiveThirtyEight
Nate Silver’s data science blog, FiveThirtyEight, is one of the best data science blogs for analyzing the latest and greatest in the world of data science. Reading the blog posts and listening to their blog posts is a great way to begin learning data science. The blog’s articles routinely feature interactive examples and in-depth articles detailing the ways in which data applies to:
- politics
- culture
- the economy
- other facets of everyday life
Flowing Data
Flowing Data is a unique blog that teaches data scientists the vital skill of data storytelling. The articles are written by Dr. Nathan Yau, and include useful design tips and step-by-step tutorials for telling stories through data.
The Gradient Flow
Ben Lorica, Chief Data Scientist at O’Reilly Media, manages The Gradient Flow. This popular data science blog presents in-depth articles and reports on topics related to artificial technology and machine learning.
insideBIGDATA
Those interested in the machine learning side of big data will greatly benefit from checking out insideBIGDATA. Posts cover big data in everything from artificial intelligence to IT and business, and all are well organized into topics for easy perusal. In addition to informative posts, the blog also features:
- jobs
- research reports
- event announcements
KD nuggets
KDnuggets, one of the most popular data science blogs, also happens to be one of the very best. The blog is run by Gregory Piatetsky-Shapiro, a leading industry expert, and covers:
- machine learning
- business intelligence
- business analytics
- statistics
O’Reilly on Our Radar
O’Reilly on Our Radar is a must-follow for those interested in data culture and its influence. A number of data scientists contribute to the blog, which covers data science applications, industry news and developments, and the latest research.
R Bloggers
R Bloggers is a massive compendium of articles and postings relating to R programming. More than 750 R experts contribute to the site on topics ranging from text and data mining to predictive modeling and analytics.
Simply Statistics
Simply Statistics is one of the top data science blogs that combines statistics and data science. The articles are based on the work of three biostatistics professors, Rafa Irizarry, Roger Peng, and Jeff Leek. Each post contributes to the overall aim of teaching data scientists how to use statistics to complement their work.
Smart Data Collective
As its motto promises, Smart Data Collective is a compendium of helpful blog posts by some of the “world’s best thinkers on data.” Each blog post includes advice and recommendations from experts on topics like data science, big data, and machine learning, among other things.
Statistical Modeling, Casual Inference, and Social Science
The name of this popular data science blog may be a bit of a mouth full, but so is the long list of topics it covers. The blog is run by six data scientists and sponsored by twice as many organizations. It offers readers hundreds of real-world profiles and tutorials for everything from data analysis to statistical modeling. Andrew Gelman, a statistics and political science professor at Columbia University and one of the blog’s contributors, also offers fascinating data science-themed articles on subjects like:
- sociology
- public health
- political science
Towards Data Science
Towards Data Science is an online publication where independent authors can publish their work. Data science experts can share their knowledge and experience and engage with a worldwide audience. Readers can learn about a variety of emerging data science topics in:
- data science
- machine learning
- programming
- artificial intelligence
Walking Randomly
Walking Randomly is the well-respected data science blog of Mike Croucher, head of the EPS IS Applications team at the University of Manchester. Croucher’s blog is comprised of articles spanning a number of different data science-related topics including:
- linear algebra
- MATLAB
- Python.
What’s the Big Data?
What’s the Big Data? is a favorite data science blog among many in the industry. It’s the blog of Gil Press, who has spent decades working in and researching big data. Press ties his vast experience into every post, while also providing readers with the latest news and trends in big data and artificial intelligence.
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