It can be very stressful trying to decide where to study data science. Programs and universities can vary drastically between each other in terms of what courses they offer, and in different countries. Each institution will have different amounts of coursework and program frameworks, which is why you have to compare and contrast each one you are interested in.
The first step in deciding which data science course is right for you is to investigate whether or not the field of data science calls to you. Ideally, you'll have already dabbled in or are about to take some introductory courses in subjects related to data science. You may already have courses related to data science, such as an online statistics course bookmarked. Such a course could include elementary statistics, computer science or programming.
But you might not be able to take a course, for whatever reason. There’s no need to worry if that's the case. You can still get familiar with data science concepts through websites and articles posted online. Websites dedicated to publishing content about what’s new in the field of data science will likely serve you the best.
Exploring such sites will help you determine which aspects of data science interest you the most. If you’ve already concluded that data piques your interest, you won't need any extra convincing that such courses are for you. Now you can choose your data science university program.
We've divided this guide into four sections to give you plenty of options. The first two sections look at the best programs in Australia and the UK for computer science and engineering, and artificial intelligence. The third section offers the best data science courses around the world.
The last section gives you online resources ahead of your undergraduate and graduate courses or if you're learning on your own. But remember, as you search for courses, that data science is an ever-changing field. Courses you look at today might change by the time they start.
Best Data Science Courses Australia
Across Australia, we're seeing a tech revolution. As the finance industry gains ever more of a foothold in our economy, data and programming jobs abound. With the right skills and tools, you too could learn your way towards a satisfying career as a data scientist. As it so happens, some of Australia's finest universities offer cutting-edge courses in data science and machine learning.
- University of Melbourne - Faculty of Engineering and Information Technology
- University of New South Wales (Sydney) - Faculty of Science
- Monash University - Faculty of Engineering
- The University of Queensland - Faculty of Engineering, Architecture and Information Technology
- Deakin University - Faculty of Science, Engineering and Built Environment
- The University of Western Australia - dedicated Data and Computer Science programs
If you want to make a career out of data science, don't settle for certification courses if you can help it. A certificate from computer programming or data-related courses won't give you the same clout as a university degree. If you can put in the hours towards a Bachelor's or Master's degree, you'll have more career potential.
Data Science Courses UK
A data scientist job can be fun, well-paid, and rewarding – in fact, it is one of the UK’s fastest growing professions. Many students choose data science because the field is ever-changing. Data scientists help drive changes in big data, computational software and the way enterprises use data.
- University of Oxford – Department of Computer Science
- University college London – Department of Computer Science
- University of Edinburgh – School of Informatics
- Imperial College London – Department of Computing
- University of Cambridge – Department of Computer Science and Technology
Finding the right university for data science studies can be a challenge. In the UK alone, you have lots of great schools to choose from. These five universities have the best programs for computer science and engineering.
Best UK Faculties for Artificial Intelligence
Artificial intelligence (AI) is one of data science’s most variable and exciting specializations. AI strives to streamline automation – everything from making phones more efficient to improving self-driving cars. This field combines aspects of statistical analysis computer science algorithms. If you have an eye for creativity and a touch of mathematical genius - and know a bit about Python, these schools provide the best AI learning in the UK.
- University of Essex - School of Computer Science and Electronic Engineering
- University of Manchester - School of Computer Science
- University of Leeds - School of Computing
- University of Birmingham - School of Computer Science
- University of Surrey - Department of Chemical and Process Engineering
Best Data Science Courses Around the World
You might wonder why you should know Python. It's because that programming language suits AI applications to a tee. But no worries if you've yet to pick up on Python; these fine schools will see to your learning.
Data Science Courses in Europe
Maybe you have a knack for statistical and predictive analytics but don’t want to be a computer science engineer. In that case, a data science course is perfect for you. Data science combines statistics and computer science; it applies analytical functions to computer programming. Data science programs at these European universities will see you learn data management and computer programming:
- Swiss Federal Institute of Technology Zurich - Department of Computer Science
- University of Copenhagen - Department of Computer Science
- Université Grenoble Alpes - Grenoble Alpes Data Institute
- Technical University Munich - Department of Informatics
- Aalto University - School of Science
Data Science Courses Elsewhere in the World
Being interested in data science means having many university programs at your disposal in Australia around the world. But many of the world’s top university programs for computer science and engineering are in the United States. But it's okay if you don't see yourself on that side of the world to learn about data science. Our list spans a wider geographical region than just North America.
- Massachusetts Institute of Technology (MIT) – Statistics and Data Science Center
- Tsinghua University – School of data Science Research
- Nanyang Technological University - School of Computer Science and Engineering
- University of Toronto – School of Computing Studies
- Weizmann Institute of Science – Department of Computer Science and Applied Mathematics
- Korea Advanced Institute of Science and technology - School of Computing
- The University of Tokyo - Department of Mathematical Informatics
As you browse programs for schools abroad, remember that you may need a student visa. This administrative requirement is important but it shouldn't limit your access to learning. Nor should it limit your choices, especially since student visas are fairly easy to obtain.
Resources for Data Science Courses
Data science is always changing, which can make it hard to keep up to date to the latest in data analytics. This resources list provides you with some of the best online tools and resources for data scientists, those already established in their career and student analysts alike. Remember that data science and statistics are related but the resources for both fields are often different. This list covers every aspect from programming to data projects for students to practice with, and online courses.
Practice Data Projects
Being a student and professional in data science can involve a lot of self-learning. Which is why, when it comes to analyzing and modelling data, you need real data sets. Finding data sets to practise with is easy thanks to free data online sets. Kaggle's No Free Hunch helps you learn about data analysis and sheds a spotlight on what makes data science so interesting.
Articles on Data Mining
Data mining involves a lot of the field's computational and analytic aspects. These might be hard to grasp even when learning from the most experienced professors and professionals. You can find online resources to help advance your learning. The Data Mining Blog has created a space in which to talk about everything that applies to the research and applications of data mining.
Machine Learning Blogs
Machine learning is one of data science’s fastest-evolving specialisations. Many undergraduate and certificate courses touch on machine learning but you might want to learn more about the dynamic field. You can find explanations for algorithms and help with machine learning theory online. Machine learning theory provides explanations and discussions on everything theory-related.
Resources for Data Science
When it comes to learning data science online, having a structured data science course to follow can be helpful. However, the first factor you should consider when looking for an online class is whether you’re willing to pay for data science tutorials, tips and more.
Webinars are ideal for people who would like to learn or practise at their own pace. Getting started with learning data science can be difficult, as there are many online resources to dig through.
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