2021 Best Data Science Bootcamps

26 Top Schools: Rankings, Reviews, and Courses

Not Sure Where to Apply?
By: The SwitchUp Team
Last Updated: September 21, 2020
2021 Best Data Science Bootcamps Badge

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.

1. WeCloudData

5.0/5 (based on 15 reviews of Data Science Programs)
(based on 15 reviews of Data Science Programs)
Locations: Toronto
Courses: Applied Data Science and Big Data Diploma Program
Subjects: Algorithms, AWS, Big Data, Data Analytics, Data Science +8 More
Available Online
Available Online

WeCloudData offers a number of options to those seeking instruction in data science, including a diploma program and a learning path composed of sequential courses in multiple areas of the discipline. The diploma program is a full-time, six-month course covering all tools and technologies in data science, including Python, SQL, machine learning, and big data. Courses in the learning path include specialized... Read More

2. Propulsion Academy

5.0/5 (based on 13 reviews of Data Science Programs)
(based on 13 reviews of Data Science Programs)
Locations: Online, Munich, Zurich
Courses: Data Science
Subjects: CSS, Data Science, Django, Docker, HTML +7 More
Available Online
Flexible Classes
Available Online
Flexible Classes

Propulsion Academy provides students opportunities to learn about the technologies, tools, and techniques necessary to master all areas of data science. The course runs 12 weeks and students attend all-day classes Monday through Friday. The curriculum of the full-time, immersive bootcamp in data science includes instruction in statistics, machine learning, natural language processing, deep learning,... Read More

3. CodingNomads

5.0/5 (based on 12 reviews of Data Science Programs)
(based on 12 reviews of Data Science Programs)
Locations: Online
Courses: Machine Learning + Data Science Course
Subjects: Agile, Algorithms, Apache, API, App Development +59 More
Available Online
Flexible Classes
Available Online
Flexible Classes

CodingNomads offers a bootcamp in Data Science and Machine Learning for students experienced in Python and coding. The part-time course is completed asynchronously in 12 weeks, entirely online. Students work between five and 15 hours a week, depending on their previous experience. The curriculum includes coursework in model evaluation and validation, data science tech stack, and a capstone project... Read More

4. Practicum by Yandex

5.0/5 (based on 11 reviews of Data Science Programs)
(based on 11 reviews of Data Science Programs)
Locations: Online
Courses: Data Scientist
Subjects: Data Analytics, Data Science, JavaScript, Web Development
Available Online
Job Guarantee
Available Online
Job Guarantee

Practicum by Yandex offers a bootcamp aimed to prepare graduates for a career as a data scientist. Students progress from a free, 20-hour introductory class to the eight-month, 600-hour professional course. Learning in the major areas of data science, including Python, data analysis, machine learning, statistics, and linear algebra, occurs through independent work and feedback, culminating with the... Read More

5. Data Science Dojo

4.97/5 (based on 73 reviews of Data Science Programs)
(based on 73 reviews of Data Science Programs)
Locations: Online, Albuquerque, Austin, Barcelona, NYC, Seattle +2 More
Courses: 5-Day Data Science Bootcamp, Remote Data Science and Data Engineering Bootcamp, Data Science for Managers and Business Leaders, +1 More
Subjects: Algorithms, Data Science, Data Visualization, Hadoop, Machine Learning +2 More
Flexible Classes
Available Online
Flexible Classes
Available Online

Online, in-person, and corporate business bootcamps are available through Data Science Dojo. Specializing in data science technology, Data Science Dojo provides an online data science certificate and a 5-Day Data Science Bootcamp. In-person training is held in cities such as Atlanta, Austin, and Bangalore, on a traveling basis — though presently only online classes are occurring due to COVID-19 restrictions.... Read More

Start Your Career with a Top-Rated Bootcamp

6. Jedha

4.95/5 (based on 62 reviews of Data Science Programs)
(based on 62 reviews of Data Science Programs)
Locations: Online, Lyon, Paris
Courses: Essentials, Fullstack, Lead
Subjects: A/B Testing, Algorithms, Artificial Intelligence (AI), Career Coaching, Data Analytics +9 More
Flexible Classes
Available Online
Flexible Classes
Available Online

Become a highly-skilled Data professional with hands-on training programs and a complete career follow-up. Depending on your initial skill level and your career goals, you can select from 3 different programs. You will learn the state-of-the-art technologies in artificial intelligence, mastering the entire Data pipeline.

7. Coding Temple

4.93/5 (based on 44 reviews of Data Science Programs)
(based on 44 reviews of Data Science Programs)
Locations: Online, Boston, Chicago, Dallas
Courses: Full Time Python + Data Science 10-Week Course, Online Full Time Python + Data Science 10-Week Course, Online Part Time Python + Data Science 10-Week Course
Subjects: .NET, A/B Testing, Algorithms, AngularJS, ASP.NET MVC +13 More
Available Online
Flexible Classes
Accepts GI Bill
Available Online
Flexible Classes
Accepts GI Bill

Coding Temple’s Python + Data Science Bootcamp is a 10-week full-stack development course available online, with headquarters in Chicago and Dallas. Features of the bootcamp include individualized one-on-one learning, weekly meetings and quizzes, a capstone project, and career preparation. Students can enter into an Income Share Agreement with the Coding Temple, under which they pay nothing until they... Read More

8. The Dev Masters

4.96/5 (based on 24 reviews of Data Science Programs)
(based on 24 reviews of Data Science Programs)
Locations: Irvine, Lacey, Los Angeles, San Diego, Santa Monica +1 More
Courses: Mastering Applied Data Science, Data Science for Professionals, Mastering Applied Data Science with Deep Learning
Subjects: Artificial Intelligence (AI), Big Data, Data Science, Machine Learning, Matplotlib +2 More
Available Online
Available Online

Courses provided by The Dev Masters include mastering applied data science, data science for professionals, project-based learning, and mastering applied data science with deep learning. Courses range from 16-week intensive programs to shorter, five-day workshops. These high-level courses do not require any previous programming knowledge and are targeted toward both professionals and non-programmers... Read More

9. Metis

4.97/5 (based on 58 reviews of Data Science Programs)
(based on 58 reviews of Data Science Programs)
Locations: Online, NYC
Courses: Data Science Bootcamp, Beginner Python and Math for Data Science, Introduction to Data Science, +2 More
Subjects: A/B Testing, Artificial Intelligence (AI), Data Science, Data Structures, Data Visualization +8 More
Available Online
Flexible Classes
Available Online
Flexible Classes

Metis offers an accredited 12-week live, online data science bootcamp targeted toward individuals who have some programming knowledge and background. The program begins with 30 hours of academic pre-work. At the end of the bootcamp, students are expected to have a five-project portfolio that demonstrates real-world knowledge and uses actual data. Once students have completed the Data Science Bootcamp,... Read More

10. RMOTR

4.91/5 (based on 122 reviews of Data Science Programs)
(based on 122 reviews of Data Science Programs)
Locations: Online
Courses: Data Science with Python
Subjects: A/B Testing, Android, Data Analytics, Data Science, Data Visualization +16 More
Available Online
Flexible Classes
Available Online
Flexible Classes

RMOTR is an online Python-based data science program, serving data science courses such as intro to databases with Python, intro to scientific computing with NumPy, and intro to Pandas for data analysis. These are self-directed, online courses that have not been affected by the COVID-19 pandemic. Students pay a subscription cost per month or per year to gain access to the library of courses and can... Read More

11. DataScientest

4.93/5 (based on 109 reviews of Data Science Programs)
(based on 109 reviews of Data Science Programs)
Locations: Online, Paris
Courses: Data Scientist - 11 weeks / 9 months, Data Engineer - 11 weeks / 9 months, Data Management
Subjects: Artificial Intelligence (AI), Big Data, Data Analytics, Data Mining, Data Science +4 More
Flexible Classes
Available Online
Flexible Classes
Available Online

Based in Paris, DataScientest offers three programs for three careers within the data field: Data Analyst, Data Scientist, and Data Engineer. The Data Scientist program is offered as an 11-week bootcamp or nine-month continuing education course. As a prerequisite, it requires a Bac + 3 in mathematics or Bac + 5 in science. The course also includes personalized post-training support for finding employment.... Read More

12. GreyAtom School of Data Science

4.91/5 (based on 288 reviews of Data Science Programs)
(based on 288 reviews of Data Science Programs)
Locations: Mumbai
Courses: Immersive Data Science Engineering Bootcamp
Subjects: Big Data, Data Science, Data Visualization, Machine Learning, Python
Available Online
Flexible Classes
Available Online
Flexible Classes

GreyAtom's five-day intensive workshop includes seven and a half hours of training, a GitHub project, a certificate of completion, and priority access to GreyAtom’s other workshops and seminars. For those looking for something more extensive, GreyAtom offers a Data Science Transition program, with 87 hours of mentor training and four guided hackathons. The Data Science Transition Program is targeted... Read More

13. NYC Data Science Academy

4.89/5 (based on 198 reviews of Data Science Programs)
(based on 198 reviews of Data Science Programs)
Locations: Online, NYC
Courses: Data Science with Python: Machine Learning, Data Science with Tableau, Deep Learning, +6 More
Subjects: Data Science, Data Visualization, Git, Hadoop, Linux +4 More
Available Online
Flexible Classes
Available Online
Flexible Classes

The NYC Data Science Academy promotes three major course paths: an Online Bootcamp, a Remote Live Bootcamp, and a Professional Development Course. The Online Bootcamp is a full-time, 16-week or part-time, 25-week course with recorded videos and assigned coursework. The Remote Live Bootcamp is a full-time, 12-week course with real-time instruction. The Professional Development courses are four to six... Read More

14. Data Science Retreat

4.86/5 (based on 14 reviews of Data Science Programs)
(based on 14 reviews of Data Science Programs)
Locations: Berlin
Courses: Data Science Immersive
Subjects: Big Data, Data Science, Machine Learning, Python, Tensorflow

A 90-day, full-time, immersive, in-person data science retreat in Berlin, the Data Science Retreat provides three instructional programs: Python, Linear Algebra & Probability, and Machine Learning. Once coursework is completed, graduates will have projects that they can present to prospective employers. Career coaching services include resume assistance, practice interviews, and LinkedIn updates. This... Read More

15. Cambridge Spark Ltd

4.82/5 (based on 28 reviews of Data Science Programs)
(based on 28 reviews of Data Science Programs)
Locations: Cambridge, London
Courses: Applied Data Science
Subjects: Data Science, Hadoop, Machine Learning, Python
Available Online
Flexible Classes
Available Online
Flexible Classes

Cambridge Spark Ltd offers a 14-month, blended-learning program in Data Science and AI. Targeted at offices and currently working professionals, the program simulates real-world projects with Cambridge Spark’s K.AT.E. (Knowledge Assessment Teaching Engine) platform. Remote instruction occurs through a live, online platform. In addition to the courses, Cambridge Spark Ltd provides a number of apprenticeships... Read More

16. Science to Data Science

4.84/5 (based on 25 reviews of Data Science Programs)
(based on 25 reviews of Data Science Programs)
Locations: Online, London
Courses: S2DS London 2018, S2DS Virtual
Subjects: Data Science
Available Online
Available Online

Science to Data Science’s project-based courses include a five-week intensive London course and a remote, virtual course. Due to the COVID-19 pandemic, the on-site course has switched over to virtual learning. This data science program is targeted at existing PhDs and MScs who want to branch into data science quickly. During the five-week program, students will be coached through a variety of intensive... Read More

17. Dataquest

4.79/5 (based on 134 reviews of Data Science Programs)
(based on 134 reviews of Data Science Programs)
Locations: Online
Courses: Python for Data Analysis, R for Data Analysis
Subjects: Data Analytics, Data Science, Data Visualization, Database Design, Jupyter Notebook +4 More
Available Online
Flexible Classes
Available Online
Flexible Classes

An entirely online bootcamp, Dataquest provides education in R, Python, SQL, and other data science technologies. Data science courses include Data Scientist in Python, Data Analyst in Python, Data Analyst in R, and Data Engineer. Dataquest uses an online platform intended to give students an interactive learning experience that is self-directed.. Students can pay either monthly or annually for access... Read More

18. BrainStation

4.72/5 (based on 36 reviews of Data Science Programs)
(based on 36 reviews of Data Science Programs)
Locations: Online, Boston, Chicago, NYC, Toronto, Vancouver
Courses: Data Science Certificate Course, Data Science Diploma Program, Python Programming
Subjects: A/B Testing, Agile, Algorithms, API, Business +45 More
Available Online
Flexible Classes
Available Online
Flexible Classes

BrainStation typically provides full-time, on-campus data science courses in New York, Toronto, and Vancouver, as well as a part-time certificate in data science or data analytics. However, during the COVID-19 pandemic, all courses are being held online. Upon completing courses, students earn BrainStation certificates, which can be added to LinkedIn portfolios and resumes. Students will be taught technologies... Read More

19. Hackwagon Academy

4.65/5 (based on 625 reviews of Data Science Programs)
(based on 625 reviews of Data Science Programs)
Locations: Singapore
Courses: Data Science
Subjects: CSS, Cyber Security, Data Science, Data Visualization, HTML +3 More

Three intensive data science bootcamps are available through Hackwagon Academy: Data Science 101, Data Science 102, and Data Science 103. In Data Science 101, students learn the basics of programming concepts. In Data Science 102, students learn more about machine learning and Python coding. In Data Science 103, everything is brought together for end-to-end analytics in a master class.. Some students... Read More

20. DataCamp

4.67/5 (based on 51 reviews of Data Science Programs)
(based on 51 reviews of Data Science Programs)
Locations: Online
Courses: Intro to Python for Data Science, Introduction to R
Subjects: Data Science, Data Visualization, Machine Learning, Python, R Programming
Available Online
Flexible Classes
Available Online
Flexible Classes

DataCamp offers 337 online data science courses, ranging from an introductory Data Science for Everyone class to introductory courses in Python, R, and SQL. Features of this bootcamp include skills assessments, real-world projects, and interactive learning systems. Students begin DataCamp by analyzing their data skill level and then are directed to the courses that are best suited for them. Courses... Read More

21. Udacity

4.56/5 (based on 50 reviews of Data Science Programs)
(based on 50 reviews of Data Science Programs)
Locations: Online
Courses: Data Structures and Algorithms, Data Engineer
Subjects: Algorithms, Artificial Intelligence (AI), Blockchain, Blockchain and Crypto, Business +19 More
Available Online
Flexible Classes
Available Online
Flexible Classes

Udacity’s School of Data Science offers over a dozen online courses throughout the year, including Business Analytics, Programming for Data Science with R, Data Scientist, and Data Analyst. Courses vary in the amount of time needed for completion. The Data Scientist course is a four-month course demanding an estimated ten hours a week, with prerequisites of Python, SQL, and Statistics. Courses at Udacity... Read More

22. Thinkful

4.56/5 (based on 55 reviews of Data Science Programs)
(based on 55 reviews of Data Science Programs)
Locations: Online
Courses: Data Analytics Flex, Data Science Immersion, Data Science Flex, +1 More
Subjects: CSS, Data Analytics, Data Science, Data Visualization, Digital Marketing +9 More
Available Online
Verified Outcomes
Flexible Classes
Job Guarantee
Available Online
Verified Outcomes
Flexible Classes
Job Guarantee

Data science courses at Thinkful include Data Science Immersion and Data Science Flex. Immersion courses are accelerated, full-time courses held online that span five months, while flex courses are part-time courses that span six months. In either case, each student is assigned a team that is intended to help them through the course with one-on-one attention, mentorship, and career coaching. Thinkful... Read More

23. Galvanize

4.43/5 (based on 30 reviews of Data Science Programs)
(based on 30 reviews of Data Science Programs)
Locations: Online, Austin, Boulder, Denver, Los Angeles, NYC +3 More
Courses: Data Science Immersive, Data Science Prep
Subjects: CSS, Data Science, HTML, JavaScript, Python +3 More
Available Online
Flexible Classes
Verified Outcomes
Accepts GI Bill
VET TEC Provider
Available Online
Flexible Classes
Verified Outcomes
Accepts GI Bill
VET TEC Provider

Galvanize offers full-time courses, part-time courses, and online prep courses in data science. The full-time, immersive data science course runs for 13 weeks. Traditionally held on campuses (including San Francisco, Austin, Denver, and Boulder), courses are currently online during the COVID-19 pandemic. Part-time, remote data science courses are also available that run 30 weeks and are always conducted... Read More

24. Springboard

4.38/5 (based on 303 reviews of Data Science Programs)
(based on 303 reviews of Data Science Programs)
Locations: Online
Courses: Data Science Career Track Prep, Data Science Career Track, Machine Learning Engineering Career Track, +2 More
Subjects: A/B Testing, AJAX, Artificial Intelligence (AI), CSS, Data Analytics +24 More
Available Online
Flexible Classes
Job Guarantee
Available Online
Flexible Classes
Job Guarantee

Springboard is an online educational institution that specializes in teaching students technology. Its data science career track is a six-month program that students work an average of 15 to 20 hours a week to complete. This is an advanced course that requires six months of active coding experience and knowledge of basic probability and descriptive statistics. There are 18 units to this course including... Read More

25. Ubiqum Code Academy

4.12/5 (based on 34 reviews of Data Science Programs)
(based on 34 reviews of Data Science Programs)
Locations: Online, Barcelona, Geneva, Madrid
Courses: Data Analytics & Machine Learning
Subjects: AJAX, Algorithms, AngularJS, AWS, Big Data +24 More
Flexible Classes
Available Online
Flexible Classes
Available Online

Ubiqum Code Academy offers an immersive data science bootcamp intended to turn beginners into data analysts at their campuses in Amsterdam, Barcelona, Berlin, Lisbon, and Madrid. Its data analytics and machine learning bootcamp is a full-time course that students can complete in five months of study. Students will learn data mining in both the R language and Python. They will learn to apply real-life... Read More

26. Xccelerate

4.08/5 (based on 50 reviews of Data Science Programs)
(based on 50 reviews of Data Science Programs)
Locations: Hong Kong
Courses: Data Science & Machine Learning Immersive Bootcamp (Full-time), Data Science and Machine Learning (Part-time), Data Science & Python Crash Course
Subjects: AJAX, Artificial Intelligence (AI), Blockchain, Blockchain and Crypto, CSS +19 More
Flexible Classes
Available Online
Flexible Classes
Available Online

Xccelerate is an educational institution in Hong Kong that offers both full-time and part-time data science bootcamps either on location at their campus or through hybrid learning, which combines on-site classes with online office hours for students who prefer to social-distance due to the COVID-19 pandemic. Instructors are available for questions about classes or help with assignments. The full-time... Read More

2021 Best Data Science Bootcamps received an average 4.00 of 5 based on 5528 reviews.

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:

  1. WeCloudData
  2. Propulsion Academy
  3. CodingNomads
  4. Practicum by Yandex
  5. Data Science Dojo
  6. Jedha
  7. Coding Temple
  8. The Dev Masters
  9. Metis
  10. RMOTR

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?

While many data science bootcamp courses focus on broader foundational topics like database analytics, data engineering, data visualization, UI/UX design, and machine learning, there are many bootcamp courses that zero in on one particular programming language. Perhaps the most popular language currently is Python, but there are courses available in many other languages as well, such as SQL, Hadoop, HTML, JavaScript, and more.

How much do data scientist bootcamps cost?

Data science bootcamps range in price from about $7,000 to $17,000, but many of the immersive bootcamps fall into the upper end of the range. While you can choose to pay up front, there are usually also financing options, deferred tuition, ISAs, and scholarships available.

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?

The average salary for a junior data scientist is $85,815. Indeed lists the average salary for a data scientist at $122,788 based on 4,200 salaries. The median listed by the BLS for a data scientist is $122,840, while Glassdoor lists the average base pay at $113,309.

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.

Bootcamp Highlights

Looking for a school with specific qualities? We've awarded merit badges to schools in several key areas:

Available Online

Offer either part-time or immersive courses that are available online. This includes courses that are offered temporarily online due to COVID-19.

Verified Outcomes

Offer a job outcomes report that was independently verified by a third-party auditor.

Flexible Classes

Offer self-paced, part-time, or evening classes.

Job Guarantee

Offer guaranteed job placement after graduation, or the student's tuition is refunded. Visit the official school site for related terms and conditions.

GI Bill

Approved to accept GI Bill funds according to the U.S. Department of Veteran Affairs.

VET TEC Provider

Approved as a VET TEC Provider according to the U.S. Department of Veteran Affairs.

Person thinking

Need help making a decision?

We'll match you to the perfect bootcamp for your location, budget, and future career.