It can be very stressful trying to decide where to study data science in Canada, as programs and universities can vary drastically between each other in terms of what courses they offer. In addition, each institution will have different amounts of coursework and program frameworks, which is why it is important to carefully compare and contrast each one you are interested in. However, the first step in deciding which data science structure is right for you is to investigate whether or not the field of data science is right for you.
Ideally, you have already dabbled in or are able to take some introductory courses in subjects related to data science. Hopefully, you already have or would be able to take some introductory courses into the field of data science, like basic online data science courses.
This can include a mixture of elementary statistics, computer science or programming courses. However, if taking a data science online course has not been a viable option for you, there’s no need to worry. An Alternative step would be to take a look at some articles online on the field of data science. The idea is to look for a website dedicated to publishing content about what’s new in the field of data science. Taking a perusal on sites like this will help you determine to what extent topics in data science interest you.
If you’ve already concluded that data is something that piques your interest and doesn't need any extra convincing, that is wonderful news! Now you can get started on deciding which university program is right for you.
At the bottom of this article, we've added some great online resources for those who are either already enrolled in undergraduate and graduate courses, or for those who learn best by being self-taught. One important fact to take into account while searching for the perfect program is that data science is an ever-changing field, and these innovations can often mean that the best university structures for the field are also always changing.
Universities in Canada for Data Science
Canada has lots of great data science programs. Even if you've always wanted to go abroad, Canada can still offer you lots of great benefits. You don't necessarily have to travel far as well, you can visit a different province, and it can be just like going abroad. The choice is up to you. We'll give you all the great places in Canada to learn about Data Science. After reading about Canada, continue to make your way down the page, and you can learn about all the other wonderful places in the world to study Data science.
Data science can sometimes be named as different things. These titles could also be Analytics or Artificial Intelligence. All data science programs may touch on these other topics. Some schools may not have a full data science program, but they still have a program under these other titles. Yes, there different than data science, but they will touch on it in the program. Really understand what you want to learn with Data science, and it will make picking the right program easier. Check out these data science programs below.
The University of British Columbia - They offer one of the best data science programs in Canada. They offer an accelerated learning experience to students so you can finish in a timely manner. Their program is designed to address the gap between school and the workforce. The university gives its students the skills they need to be confident in the real world and amazing at what they do. The program has multiple opportunities to see data science take place in the real world. It can be a fantastic program.
The University of Toronto - Under the branch of Master of Science in Applied Computing, you can concentrate on data science by getting an in-depth course on data science. The university also offers an 8-month internship when you can gain real-world experience in data science. The University of Toronto is with every step of the way, helping you succeed.
HEC Montreal - This university in Montreal offers a top data science program that may be perfect for you. On their career outlook, they have nearly a 100% placement rate after graduation. HEC Montreal offers students great programs along with great staff to help them with each class. They'll also be able to gain real-world experience to have all the skills they need to excel in data science.
Top Universities in the United States for Data Science
The United States has lots of great data science programs. Some are even at the top of the world. They would make a great program for anyone looking to study data science in the United States. Data analysis can be a be complex field. Having the right teachers will make a difference.
We've all had that one teacher in school that we didn't like. Maybe they didn't teach properly, or you felt they could have done more. Chances are the subject they taught you didn't do well in or you didn't like. Enrolling in a good school for data science can make all the difference throughout your educational career. Here are some of the top universities in the United States.
- University of California - Berkeley
- Massachusetts Institue of Technology
- Carnegie Mellon University
Top Universities in Europe for Data Science
If you have a knack for statistical and predictive analytics, but don’t exactly want to be a computer science engineer, a data science course will be perfect for you. The field of data science combines the best of statistics and computer science, taking the fun of analytical functions and applying it to programming.
Data analysis is a dynamic field, and if you would like to be an expert in processing data, and making data processing more efficient, then a data science program is the ideal pathway. Data science programs will typically include topics on big data, data management, and computer programming. These universities hold Europe’s top five programs in data science.
- Swiss Federal Institute of Technology Zurich - Department of Computer Science
- The University of Copenhagen - Department of Computer Science
- Universite Grenoble Alpes - Grenoble Alpes Data Institute
Top Universities for Data Science in Australia
Australia is home to a lot of great data science programs, just like many of the places we have listed above. Going abroad to study data science in Australia may seem like a dream. However, it could be one of the best places you get to travel abroad for school. Australia isn't just a beautiful place. You can get a great data science degree in the process.
It's not uncommon for people to travel abroad to Australia for school. A lot of dentists in Canada have studied over there for its education. It should be on your list of places if you're looking to learn data science abroad. here are Australia's data science universities.
- University of Sydney
- University of Melbourne
- University of New South Wales
Resources for Data Scientists
Data science is constantly changing, which can make it hard to keep up to date to the latest in emerging data analytics. This list is meant to provide some of the best online resources for data scientists – including everyone that is just getting started in their career or is already a well-seasoned analyst. It is important to remember that while data science and statistics are linked, the resources for both fields are often very different. This list covers every aspect of the discipline, from programming, data for students to practice, and online courses.
Practice on Data Sets
Being a student and professional in data science can involve a lot of self-teaching, which is why, when it comes to analyzing and modeling data, there’s no better way to learn than by practicing on real data sets. It can be difficult finding the best data sets to practice on, as there is a vast array of free data online to get started with.
However, a few websites make it easy to search for, analyze, and learn about data analysis. One site that’s particularly useful for data scientists at all levels is Kaggle. Kaggle's No Free Hunch strives to shed the spotlight on both what makes data science so interesting and to supplement Kaggle's wonderful data science forum.
Blogs for Data Mining
When it comes to data mining, it can be difficult to understand a lot of the computational and analytic aspects of the field even with the most experienced professors and professionals. Some of the most common frustrations you may face on your journey in the subject of data mining can be processing, managing, and structuring data.
If you’re having trouble with platforms such as Hadoop, concepts such as cleaning data, or are just curious to learn more about data mining, there are many online resources to help get you started. 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 specializations. While many undergraduate courses will involve some machine learning courses, it could be that you’re looking to get further instruction in the dynamic field.
If you’re looking to find further explanations on complex algorithms or extra help on the theory behind machine learning, there are many online blogs and videos that can help you. Machine learning (theory) strives to provide thorough explanations and discussions on everything theory-related.
Webinars for Data Science
When it comes to learning data science online, having a structured data science course to follow can be helpful. Getting started with learning data science can be difficult, as there are many online resources to dig through.
However, the first factor you should consider when looking for an online class is whether or not you’re willing to pay for data science tutorials, tips and more. Webinars are ideal for people who would like to learn or practice. For example, Tdwi is a paid webcast whose objective is to show the way data science is changing the way our world works. On the other hand, R-bloggers R-bloggers is a free data science webinar dedicated to everything programming related to data science.
Choosing Where to Study Data Science
Wherever you choose to study data science, there isn't a wrong answer. Going abroad or staying home in Canada can be good options. It will certainly be cheaper to stay in Canada, but the experience of going abroad can be amazing. As we mentioned above, get clear about your data science goals, and you will be able to pick the right place. There are lots of great places around the world and in Canada. You'll find the right place for you.
If you need extra help in data science, you can always work with a tutor. Superprof has 100s of tutors in data science around the world that are ready to work with you. They have the knowledge and experience to teach you the best way possible. Superprof also offers lessons online and in-person, giving you the freedom and flexibility to learn when you want to learn. Now could be the perfect time to learn data science with a tutor and get the help you need.
Start searching for the right data science program today.
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