Top Data Science and Full-Stack Development blogs
by Livia Schmid
The year 2020 has been turbulent for many industries, yet Data Science experienced significant growth and rising demand. According to a recent Dice Report, the demand for Data Scientists in the last year has increased by an average of 50% across fields like healthcare, media & entertainment, telecommunications, banking and financial services, insurance sectors etc.
The same applies to Full-Stack Development, a developer who is skilled in many areas of software development. Employees who take care of a company's web development are always in-demand and work in the most diverse industries.
Are you interested in these topics? We would like to give you an introduction to the coding world and recommend you read the following blogs, which are about Data Science and Full-Stack Development.
The same applies to Full-Stack Development, a developer who is skilled in many areas of software development. Employees who take care of a company's web development are always in-demand and work in the most diverse industries.
Are you interested in these topics? We would like to give you an introduction to the coding world and recommend you read the following blogs, which are about Data Science and Full-Stack Development.
Our list of recommended Data Science blogs:
DataKind
DataKind uses data to create a sustainable world. They use the same algorithms and techniques that companies use to make a profit, only DataKind uses them to create a world where all human needs are met. This vision was implemented by founder Jake Porway. Check out the blog to see how data can be used to create a difference.
Post frequency: 1-2 per week
Probably Overthinking It
Allen Downey is an author and professor at Olin College. He mainly writes about Bayesian statistics and Data Science. His blog, Probably Overthinking It, is very clearly laid out. A larger archive can be found on his older blog, which he links to in individual articles. So if you are looking for some general reading on Data Science and statistics, this is a good place to start.
Post frequency: 2-4 per month
Towards Data Science
Towards Data Science is a blog on Medium that regularly shares content on getting started in the industry and offers tips & tricks on technologies and tools. The individual articles come together from people all over the world. Towards Data Science provides a platform for thousands of people to share ideas. Whether it's about the experiences of people new to the topic or about inventions and discoveries of the more advanced.
Post frequency: varies
Springboard
Springboard contains well-designed articles on career tips, lists, and Data Science as a general topic. It's a welcoming blog for almost anyone, whether you're just getting into AI or are already a Deep Learning professional.
Post frequency: daily
KDnuggets
KDnuggets is one of the best blogs for Data Science there is. It covers almost all the topics that are indispensable in this industry. The blog offers many quality guest posts and although the overview looks a bit overwhelming, you will always find something good to read. Give it a try.
Post frequency: daily
StatQuest
StatQuest, created by Josh Starmer, gives a variety of explanations of how to display data in an understandable and useful way. He has a bunch of explanatory videos including an introduction to coding neural networks with PyTorch + Lightning, Recurrent Neural Networks (RNNs), an introduction to PyTorch and many more. The best part is that it is completely free, so check out his site today.Post frequency: daily
Analytics Vidhya
Analytics Vidhya is a data science community with over one million members, over three million monthly visitors and more than five hundred companies. As a member of this community, you get exclusive access to courses, insightful blogs, access to hackathons and potentially get hired through job-a-thons. Have a look at it today and learn more about how to make a centroid tracker and counter system in python.
Let’s move on with our top Full-Stack Development blog recommendations:
SitePoint
SitePoint is great if you are looking for a web development blog that focuses exclusively on programming languages, development tools and development in general. If you choose to subscribe to the blog, you'll receive a report about a new topic of interest in the world of development every month. One also has the option to subscribe to a daily email newsletter centered around the monthly feature theme. SitePoint also offers ebooks, videos and coding courses for $9 per month.
Post frequency: monthly
Scotch.io
Scotch.io appeals to beginners to experienced developers with its wide range of articles, courses and tutorials. Posts include material on JavaScript topics like AngularJS, React and Node, as well as Vue, Laravel, CSS, VS-code and Python. Also worth noting is the list of free ebooks on 12 important Vue concepts and how to build server-side apps with Node.
Post frequency: varies
CSS Tricks
A complete guide of CSS as well as HTML, JavaScript, PHP and other tools. CSS Tricks helps you to find a solution for difficult codes. Besides the collection of common CSS mistakes, and how to fix them, the blog even covers a full beginners course of twenty three chapters, which is taking you through all the fundamentals of CSS with extra content, like relevant podcasts and interactive examples.
Post frequency: daily
Web Design Ledger
Web Design Ledger publishes a mix of web development and general design topics. In addition to providing tutorials of web development tools, they also post regular articles with news and tips on PHP, Node JS, JavaScript, and jQuery. They also offer reading on how to build a website, common coding mistakes or choosing a domain name.
Post frequency: 2-3 per week
A List Apart
A List Apart provides unique and original content and posts regularly about everything related to web design and development. The blog covers a wide range of topics from coding, content, design and even the business side of the tech and web development industry. In addition, they publish many useful tips, such as processing data with JavaScript or parsing HTML.
Post frequency: 2-4 per month
If you decide to get to know one of these in-demand areas better with a future career in mind, apply for one of our Bootcamps and learn about all the topics you've read about in the blog posts. We offer a Bootcamp in Data Science and Full-Stack Development (full-time or part-time). We'd love for you to continue your education at Constructor Academy. See you soon!
