Best Data Science Bootcamps of 2022

Last updated October 4, 2022

Data scientists are among the most in-demand professionals in 2022. The best data science bootcamps understand that the future belongs to those who can collect, store, analyze and interpret data to improve decision making — and they’re working closely with employers to reverse engineer the talent needed to do just that.

This year’s top-rated data science bootcamps offer intensive data science training in accelerated formats ranging from two weeks to one year, with a focus on helping learners develop job-ready skills. They’re pushing students well beyond Excel and training in data analysis to learn computer programming and machine learning skills capable of unlocking powerful insights from massive data sets. And they’re all grounding their curriculum in a desire to teach learners how to think critically and spot new opportunities through real-world case studies from financial services to marketing automation to healthcare policy and beyond.

Regardless of your level of experience — whether you’re a complete beginner, a data analyst interested in learning Python or SQL, or a web developer ready to dive into machine learning and artificial intelligence — these data science bootcamps may be the on-ramp you’re looking for to an exciting new career.


BrainStation 4.7/5

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General Assembly 4.8/5

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WeCloudData 4.95/5

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University of Toronto School of Continuing Studies 4.05/5

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Toronto Metropolitan University 5/5

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Juno College 4.85/5

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$ $ $ $

BrainStation is a global leader in digital skills training. BrainStation empowers individuals and organizations to achieve digital success through courses, workshops, events and corporate training. BrainStation’s Education team of 250 industry professionals has trained over 50,000 people through campuses in New York, San Jose, Toronto and Vancouver.

Why Study Data Science at BrainStation?   

Student outcomes haven’t yet been published for BrainStation’s Data Science Diploma, which launched in 2019. But if job placement rates for the school’s Web Development Diploma (88%) and UX Design Diploma (91%) are any indication, students will receive considerable career support throughout their studies. Of course, students will also benefit from employer connections at campuses in Vancouver and Toronto.  A new campus in New York, plus online learning platform, Synapse, further extend the school’s ambitions as a global leader in digital skills training.

What Students Are Saying

I recently successfully completed a full-time data science program at BrainStation. I was already considering a career change to a data analyst role when I came upon the Toronto campus of BrainStation by chance and decided to look more in to what they offered. I had never considered doing a boot camp before but I decided to give it a try. The program offers more than just skills training, and includes some excellent information and tools to make a successful career transition. The instruction is fast but engaging with a lot of hands-on learning, and the program also included visits to workplaces where we could see data science in action and interact with those already in the field. There were also some great workshops on building a good resume, Linkedin profile and how build and use your network of connections.

Phillip Piltch, Data Science Diploma


BrainStation offers one of Canada’s only Data Science Diplomas, which is available to students learning in-class in Toronto and Vancouver. Introductory programming experience and statistics will give applicants an edge when applying, although pre-bootcamp training is available for those who want to get up to speed. Part-time data science training is also available in the following courses: Data Science Course, Python for Data Science, and Machine Learning.


Toronto, Vancouver, New York, Chicago, Boston, Online


General Assembly

$ $ $ $

General Assembly is a pioneer in education and career transformation, specializing in today’s most in-demand skills. The leading source for training, staffing, and career transitions, we foster a flourishing community of professionals pursuing careers they love.

What began as a co-working space in 2011 has since grown into a global learning experience with campuses in 20 cities and over 35,000 graduates worldwide.

As individuals and companies struggle to compete in an increasingly technological economy, General Assembly provides award-winning, dynamic training to close the global skills gap.

What Study Data Science at General Assembly?   

General Assembly (GA) boasts a truly global reach with 20 campuses and more than 70,000 graduates worldwide. Add 20,000 instructors, 19,000 hiring partners, and well-rounded data science curriculum, and it isn’t difficult to see why GA is among Canada’s top-rated bootcamps each year.

What Students Are Saying

Loved this program! Three months of hard work won't make you a data scientist, but it will give you way more than you expect. This course taught me exactly what I want to do with my career and what to do after graduation. The instructors are there for you 12 hours a day. When I fell behind in one section, my instructor spent an entire evening helping me catch up. At the end of it all, I got a job offer through an on-site interview at General Assembly. The community is extremely supportive and I'm very grateful. This was no doubt time and effort well spent.

Wallace, Data Science Immersive


For aspiring data scientists, General Assembly offers its full-time Data Science Immersive bootcamp, as well as a part-time course called Python Programming.


Toronto, Online, U.S., Europe, Asia and Australia



$ $ $ $

WeCloudData prepares you for the next generation of data science challenges and offers everything you need to succeed in career transformation. WeCloudData is a leading data science education and career service provider in Canada. The school is known for serving as a bridge between devoted and passionate data scientists and companies who need help with challenging business problems in data analytics.

Why Study Data Science at WeCloudData?

WeCloudData was one of the first bootcamps in Canada to offer advanced training in data science, including applied instruction in machine learning (applied + advanced), cloud computing, data engineering. WeCloudData co-founder, Shaohua Zhang, still spends plenty of time in the classroom, where he consistently gets top marks for teaching. Before co-founding WeCloudData, Zhang taught big data at Ryerson University and managed research and development projects at Blackberry.

What Students Are Saying

I took the Big Data at Scale course with WeCloudData. The course introduces the latest big data tools and platforms such as Apache Spark and Amazon Web Services, as well as real-world use cases and industrial best practices. The course also includes an end-to-end group project which will definitely be something you can be proud of. I chose this course basically because my company uses Apache Spark and Hadoop distributed system, and I would like to learn more about it. Surprisingly, what I learned from this course has been far beyond my expectation! I wish I knew WeCloudData earlier so that I wouldn't have been that struggled at work. Before taking this course, I barely understood some log errors such as "Fail to start name node" and could only write simple queries in spark-shell. Now, I learned the theories behind and improved my programming skills. I am even capable to teach my peer colleagues some materials. Moreover, all the best practices and use cases taught in class gave me great insight of how to build pipeline efficiently and let me practice to think about the big picture of a design. It is actually something I appreciate the most, since when I did the project, the overall design architecture just came into my mind immediately after my team defined the scope. I would also like to express my gratitude and appreciation to the instructor Shaohua in this course. He is extraordinarily knowledgeable and experienced, one of the best instructor I have ever seen! The way he approaches to a theory is really straightforward and easy to understand. He is nice and patient while answering questions as well, and always makes sure every student is on the right track. The program managers of WeCloudData are kind and amiable too. It was a great pleasure to talk with them!

Grace, Big Data at Scale


WeCloudData takes data science a step further with specialized training programs for data analysts and data professionals not offered at other bootcamps. Case-based studies, capped by a final project, include AWS Big Data Development, Programming for Data Engineers, and Advanced Machine Learning.




University of Toronto School of Continuing Studies

University of Toronto
$ $ $ $

The University of Toronto School of Continuing Studies (SCS) offers an extensive roster of over 700 courses, over 40 program areas, and more than 100 certificates across a broad range of fields that help learners succeed in their careers, satisfy their curiosities, fulfill their passions, and live their best lives. Courses are delivered by a team of 700 instructors, all of whom are industry or subject matter experts who are passionate about teaching and learning.

Why Study Data Science at the University of Toronto School of Continuing Studies?

The University of Toronto SCS has partnered with Trilogy Education Services to deliver the Data Analytics Boot Camp. The part-time program covers a broad range of technologies, including Excel, Python, JavaScript, SQL Databases, Tableau, Machine Learning and more, over the course of 24 intensive weeks.

What Students Are Saying

I am a senior IT professional with over 20 years of experience in enterprise environments. One of the challenges that I faced was the trend of IT digital transformation, emerging and disruptive technologies. As open source tools became more popular and innovative it provided the flexible platform on creating applications and services. As a result, I needed to learn these various software tools. My challenge is that I didn't want to take single courses for each software tool which would be incredibly time intensive. I was really looking for the training that a boot camp environment would provide to allow me to simultaneously learn all these tools. As I was doing my research I came across this program and once I reviewed the syllabus I realized that this is what I needed to give me what I wanted in order to excel my career in this new digital age. I evaluated how the scheduling would impact my current lifestyle and found that the hours and commitment was manageable. This is why I chose this boot camp. I started this program in January 2019 and I was full of excitement! As I knew that once I acquired these skill sets, it would elevate my career. I quickly found that the program was quite intense. In addition, the instructors were extremely knowledgeable. My favourite part of this program is that everything we do is hands-on! We don't learn just from theory but work on things as we go. We did a lot of group projects that mimic real-life business cases, which made the program very relevant. I really enjoyed the facilities and environment of the learning space that we were situated in as students. It was very conducive to group learning--everyone was from diverse employment backgrounds, which made our skills really unique. I truly recommend this program for any senior IT person like myself that are looking for a refresher, skill updates and those who are looking at data analytics. This program provides you that one stop shop and the price is very fair! My advice is to commit the time, attend every class, review the assignments as much as possible, and look for YouTube videos for additional learning on each topic, as this will help a lot! If you put the time, your success would be unparalleled.

James Jean-Jacques, Data Analytics Bootcamp


This is a broad, intensive program for aspiring data analysts that covers Advanced Excel, Python, JavaScript, HTML/CSS, API Interactions, Social Media Mining, SQL, Tableau, Advanced Statistics, Machine Learning, R, Git/GitHub, and more.


Toronto, Online


Toronto Metropolitan University

$ $ $ $

The G. Raymond Chang School of Continuing Education at Toronto Metropolitan University, formerly Ryerson University, is Canada’s largest continuing education program, with approximately 70,000 enrolments each year. The former polytechnic prides itself in providing superior and innovative programming; teaching staff who are thinkers and practitioners; connectedness through industry partnerships; a community of motivated students; and a collaborative teaching model that invites the city of Toronto into the university.

Why Study Data Science at the Chang School?   

The Chang School’s accelerated format program allows students to complete the Certificate in Data Analytics, Big Data, and Predictive Analytics in 15 weeks. The career-focused certificate program is geared toward business professionals who want to take their data analytics skills into the data science domain, with courses in Python, SQL, Hadoop, Spark and more. Classes are offered in computer labs and online, with tutoring and career support services included in the price of tuition. 

What Students Are Saying

Excellent instructors who are at the top of their game in the industry. Good balance of theory and applied learning, including hands-on exercises with SQL, Spark, and Hadoop. Recommended for newcomers to the field who already have a business background.

Moe T., Data Analytics Fast Track


The Chang School offers a variety of courses related to big data, including part-time intro courses in Python programming, Hadoop and Tableau, and Big Data. But it’s popular Data Analytics Fast-Track is perhaps the closest thing available to a data science bootcamp offered by a university. The 15-week accelerated program offers instruction in the courses listed above, among others, plus coaching and career support.




Juno College

$ $ $ $

At Juno College (formerly HackerYou), you get more than just a couple of awesome projects for your portfolio. When you make the decision to learn with Juno, you’re taking a big leap. It means you’re ready for change in your professional life. Juno’s goal is to give you the tools necessary to succeed. With that vision in mind, the Juno experience is tailored to you, and that’s why it’s among the top-rated tech schools in Toronto.

What Study Data Science at Juno College?

Juno College’s coding bootcamp is a perennial favourite among CourseCompare users. The school is well-known for helping graduates foster close professional relationships within Toronto’s tech community and beyond. And in 2019, along with ambitious plans to launch a new campus, it launched its first data science program, Data Foundations.

What Students Are Saying

I have heard about HackerYou over the past few years from some friends who attended part-time classes and the full-time bootcamp. I had taken a free intro class with another school in Toronto to see what Web Development was all about but I definitely have preferred my learning experience at HackerYou. The environment is fun and friendly and the learning style is positive and reinforcing. All of the lesson materials are in plain English which help with the sometimes complex language of the internet. Although the part-time program is fast-paced, the instructors ensure that everyone is on the same page and take the time to truly help you if you don't quite get something right away. The exercises and projects aid in the student's comprehension of the material and I feel as though I am prepared to apply for the full-time bootcamp in the spring! I highly recommend HackerYou if you are looking to learn a new skill or are interested in a complete career change!

Christina Greene, Web Development


Juno College launched its first data science program, Data Foundations, in 2019. The full-time program covers a breadth of data science skills, from SQL and databases, Python and R, to predictive modelling and machine learning. This all-in-one data science course is surely one of the most in-depth introductions to the field on offer.



CourseCompare Editorial Team

CourseCompare is Canada's marketplace for education. Its editorial staff consists of award-winning journalists, visual storytellers, data analysts and web developers working together to help prepare people for the future of work.

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