2021 Best Data Science Bootcamps
26 Top Schools: Rankings, Reviews, and Courses
In recent years, data scientists who process and analyze large amounts of data to identify valuable insights have become an increasingly essential part of business teams. This explains why the U.S. Bureau of Labor Statistics projects a 15% increase in demand for trained data scientists over the next decade. Completing a data science bootcamp can help individuals break into this in-demand field and give their income a boost in the process.
Since we began ranking data science bootcamps in 2014, SwitchUp has become a trusted source for people who want to identify their best bootcamp options. Only those data science bootcamps that earned a minimum 4 out of 5 stars after being reviewed by at least 10 graduates made it onto our latest ranked list, below. Click here to see our full rankings methodology or continue reading for more information about data science education and job prospects.
Frequently Asked Questions About Data Science Bootcamps
What are the 10 Best Data Science Bootcamps of 2021?
SwitchUp's list of the 10 Best Data Science Bootcamps is based on information we've collected from hundreds of alumni reviews. The following are the 10 highest rated bootcamps on the list:
What does a data scientist do?
In general, data scientists look closely at a company’s goals and then use their analysis of the company’s data, as well as other available data, to help achieve those goals. In order to do so, they create algorithms and predictive models. They also design data modeling processes to extract important data that is then analyzed and used to create and share insights.
Data science is quite versatile. The related skills, abilities, and processes can be applied to the general, overall management of an organization, or they can be used to inform decision-making in more specific areas, such as business intelligence, computer systems, or market research. Job openings can be found in both public and private sector industries and organizations.
Are data science bootcamps worth it?
Data science bootcamps have many benefits for those wanting to find a job in a swiftly growing field. Because they are intensive and focused, bootcamps are shorter and more affordable than traditional degree programs, so they are great for people who are ready to make a career change after completing an accelerated, comprehensive program in data science. In our 2018 survey, we found that bootcamp graduates increased their salaries by 46% on average after completing data science programs.
Bootcamps are known for offering mentorship and tutoring opportunities, as well as hands-on training and real-world challenges with industry-relevant tools and technology. Because they are often taught by industry professionals, you can gain up-to-date knowledge and insights into the field. Another factor that makes data science bootcamps appealing is their career services, which usually provide networking opportunities, job interview prep, hiring sessions, and post-graduation career coaching. If you’re ready to choose a data science bootcamp, use our Guide to Choosing a Bootcamp: A Checklist or our Get Matched" tool.
Is data science hard to learn?
The work of data scientists influences everything from product development to marketing campaigns. It is interesting and satisfying work, yet it can be challenging, more so for some than for others, depending on natural aptitudes and learned skills. Data scientists typically have an analytical mindset and a strong background in statistics and mathematics. They are good at identifying pertinent information and can handle large data sets. Data science is therefore good for people with a love of numbers and an understanding of data patterns. Those in the field will need to be able to effectively convey trends in data and their significance to various groups, so strong oral and written communication skills are essential. Data scientists also need specific technical skills, and most will be familiar with Python or a similar language.
What languages do you learn at data science bootcamps?
How much do data scientist bootcamps cost?
What jobs can you get after a data science bootcamp?
Data science can be a lucrative and fulfilling career option, and a data science bootcamp can be a great way to get started in the field. The jobs in data science involve programming, machine learning, data visualization, statistics, and analyzing and interpreting data. Some of the specific job titles available to data science bootcamp graduates are data analyst, data engineer, data architect, or data scientist. A data analyst is a more entry-level position, while a data architect is considered an advanced data science position. Because data science lends itself to so many aspects of management, data scientists may find themselves working with decision-makers in business management, business intelligence, computer systems, or market research. The U.S. Bureau of Labor Statistics (BLS) lists the median pay at $122,840 as of May 2019.
What is the job outlook for data scientists?
Data scientists fall within the computer and information research scientist category, and the job outlook is strong. According to the BLS, the field is expected to grow 16% between 2018 and 2028. Since it’s a smaller industry, this amounts to around 5,500 jobs. However, the BLS states that there is likely to be excellent job prospects in this specialized and growing field. Additional data from ONET Online projects an increase in demand of 7% to 11% for such positions as Management Analysts, Computer Systems Analysts, and Market Research Analysts.
Are there online data science bootcamps?
Yes, several of the data science bootcamps also have an online option, and you can find a ranking list of them here. Students can expect the same rigor, curriculum, and mentorship opportunities in a high-quality online program that they would receive from an in-person program. Schools recognize that there is demand among individuals with families or full-time jobs, and flexible online programs have begun to fill this gap in education without sacrificing quality.
Are there free data science bootcamps?
While there aren’t many free, full-length data science bootcamps available, there are several free prep courses and online data science courses available from Flatiron School, Learn, Galvanize, and others. These resources are great for beginners and can help you make the decision on whether to invest in a full program.
What is the average salary for data scientists?
SwitchUp Rankings Methodology
SwitchUp's rankings are based on over 20,000 reviews from verified students and alumni, across over 500 bootcamps in operation. Because student and alumni feedback and ratings are indicative of bootcamp quality, rankings are ordered by review score. If bootcamps have the same review score, bootcamps with more reviews are ranked higher to break the tie. The order of the ranking is based on data at the time of publishing, but the ratings and review counts will change as more reviews come in.
To be considered for the 2021 rankings, bootcamps must help students land jobs in tech through excellent instructor support, curriculum, and career resources; each review left on SwitchUp evaluates the bootcamp on all of these aspects.
All bootcamps listed in the best data science ranking were required to meet the following criteria at the time of publication:
- Offer an immersive or part-time data science program
- Have at least 10 verified reviews of data science programs
- For those data science program reviews, average at least 4/5 stars
Please see our full ranking methodology to see requirements for other rankings.
Looking for a school with specific qualities? We've awarded merit badges to schools in several key areas:
Offer either part-time or immersive courses that are available online. This includes courses that are offered temporarily online due to COVID-19.
Offer a job outcomes report that was independently verified by a third-party auditor.
Offer self-paced, part-time, or evening classes.
Offer guaranteed job placement after graduation, or the student's tuition is refunded. Visit the official school site for related terms and conditions.
Approved to accept GI Bill funds according to the U.S. Department of Veteran Affairs.
Approved as a VET TEC Provider according to the U.S. Department of Veteran Affairs.