As the leading authority on data science bootcamps, the team at Course Report has been researching, tracking, and sharing updates on the data bootcamp industry since 2013. Each year, we use our knowledge and expertise to curate a list of the top data science bootcamps and data analysis bootcamps around the world. Put simply, these are the data science schools we would recommend to our own family and friends.
These bootcamps teach students the skills to become a data scientist or data analyst by teaching either Python and/or R, and covering skills like data visualization, machine learning, big data, natural language processing and more.
Many data science bootcamps have rigorous admissions processes and require applicants to have a degree in STEM. Some of these programs are actually data science fellowships, which require a post-graduate degree (like a PhD), and are free for students transitioning from academia into industry.
To be considered for this list of top data bootcamps, schools must meet the following criteria:
- Offer an immersive (20+ hours) data science or data analytics program
- Be instructor or mentor led
- Follow curriculum with a focus on R and/or Python
- Provide career assistance
- Graduated at least one cohort of students and be rated at least ★★★★ by alumni
- Other attributes we value when choosing the top data science bootcamps are a selective application process, reputable instructors and mentors, a commitment to diversity, transparent student outcomes, and scholarships or innovative payment plans.
This list is not a ranking, but rather data science programs are listed alphabetically. Remember, there is no ultimate “best data science boot camp” – the best data program for you depends on your own learning style, career goals, availability, etc. No matter how many accolades a school has, make sure you do your research: read reviews, talk to alumni, take an intro course, and ask about job outcomes data.
Wondering where to start? Check out our Ultimate Guide to Data Science Bootcamps, featuring answers to our most frequently asked questions. This list includes data science bootcamps only – for more, check out our list of Best Coding Bootcamps and Best Online Bootcamps.
When data courses stand out in certain areas, we award them the following Badges of Honor:
A school has 15+ data science reviews with a 4.5-star rating
A school has recently published their Data Science student job outcomes
A school has been operating for 6+ years, and offered their data science bootcamp for 2+ years
The bootcamps in the Rising Stars category have stood out to us because they have a solid curriculum and shown growth over the last year, but still need more data science alumni reviews.
The 21 Best Data Science Bootcamps:
IN ALPHABETICAL ORDER
BrainStation offers full-time and part-time courses in data science, design, development, marketing, cyber security and product in New York City, Miami, London, Toronto, Vancouver, and through an Online Live platform. BrainStation’s goal is to empower individuals, businesses, and brands to succeed in the digital age by offering diploma programs, certification courses, and training options across the full digital product lifecycle. BrainStation provides a collaborative, project-based learning experience, with curriculum updated on a daily basis to ensure professionals gain the skills and experience needed to succeed in their careers.
Colaberry offers instructor-led remote, on-campus (Dallas, TX) and self-paced training in data analytics, data science, machine learning, and Artificial Intelligence. Colaberry courses are designed from the ground-up to focus on the latest tools and approaches to working with data, and on developing integral human skills, including communication, teamwork, time management, and critical thinking, to assure long-term professional success in the field. Colaberry’s teaching methodology incorporates a learn-by-doing approach, hands-on workshops, and the award-winning technology platform Refactored for online synchronous and asynchronous learning.
Data Science Retreat is a 3-month, full-time, immersive program for advanced data science and machine learning based in Berlin, Germany. DSR's rigorous bootcamp is taught in English and covers data science, business analysis, software engineering, communication, and career coaching. Founded in 2014, DSR provides state-of-the-art data science education and practical coaching to individuals, while also enabling businesses to identify and access untapped talent in a future-proof way. Participants get to work with real-world data and practical problems in order to develop a portfolio project, demonstrating that they can own a business problem, solve it, and communicate why their results are definitive.
I attended (and graduated) from the very first batch of Data Science Retreat (DSR) which took place in Berlin from the beginning of May to end of July 2014 .Sin ( ...read more)
Review By: Alex
Divergence Academy is a 12-week full-time data science bootcamp in Addison, Texas. The program has a focus on Python, and also covers statistical modeling, the UNIX/LINUX command line, machine learning, web scraping, databases, collaborative coding, working in the cloud, visualization tools, distributed algorithm frameworks such as Hadoop, and system architectures. Students will complete multiple data science projects throughout the bootcamp which can be used to demonstrate abilities to employers.
Flatiron School offers immersive on-campus and online programs in software engineering, data science, cybersecurity, and product design (UX/UI design). Flatiron School’s immersive courses aim to launch students into fulfilling careers by providing a robust career services framework and dedicated one-on-one coaching post graduation that is included as an added value with the tuition.
Flatiron School's Online Data Science Immersive was a fast-paced, rigorous and exciting experience throughout which I felt supported by my instructors, cohort, ( ...read more)
Review By: Av
General Assembly offers short and long courses in web and mobile development, product management, data science and more, online and in-person, across 15 campuses in 4 continents. Focusing on the most relevant and in-demand skills across data, design, business, and technology, General Assembly is confronting a skills gap and providing access to opportunities in tech. General Assembly offers a breadth of different course offerings and classes range from full-time immersive courses for learners that want to switch to a new career, to part-time courses for learners that are looking to improve their career trajectory by acquiring a new skill set, and mentor-led online circuits for a more flexible way to acquire foundational skills.
Le Wagon offers 9-week full-time and 24-week part-time courses in Web Development and Data Science at over 40 campuses across the world. The 24-week part-time course meets on weekday evenings and Saturdays. With a community of students with various backgrounds (engineers, journalists, architects, designers, etc.) and more than 11,000 alumni worldwide, applicants join an exciting tech community. All the students of Le Wagon share the same technical background and apply industry best practices. This mix between diversity & technical expertise makes the community unique.
Metis offers data science and analytics training via Live Online and Online Flex bootcamps & courses, part-time bootcamp prep courses, and corporate training programs. The Metis Data Science & Analytics Bootcamps provide specialized curriculums with expert instruction and routine interaction with classmates in an online environment. Designed and taught by industry practitioners, the programs cover Python, algorithms, linear regression, machine learning, NLP, databases, interactive data visualization, and much more. Graduates will be comfortable designing, implementing, and communicating the results of data science or analytics projects, while grasping the fundamentals of their specific career path. The curriculum is delivered through project-based, hands-on, collaborative learning, resulting in a portfolio of projects at the end of the bootcamp that can be leveraged during the interview process.
NYC Data Science Academy offers 12-week data science bootcamps in New York City. In these programs, students learn beginner and intermediate levels of Data Science with R, Python, Hadoop, Spark, Github, and SQL as well as popular and useful R and Python packages like XgBoost, Caret, dplyr, ggplot2, Pandas, scikit-learn, and more. Once the learning foundation has been set, students work on multiple projects through the bootcamp. The program distinguishes itself by balancing intensive lectures with real world project work, and by the breadth of its curriculum. Throughout the program students work alone and in teams to create at least four projects that are showcased to employers through multiple channels; private on-campus hiring partner events, student blogs, meetups, and filmed presentations.
Online3 CoursesGuarantees Job
Practicum by Yandex offers 6 to 10-month online courses in coding-related fields. Students can choose to join one of three programs: Data Scientist, Data Analyst and Web Developer. Each course includes full access to the online, interactive platform, professional courses with real-life projects, tutor support from an experienced developer, and code reviews. Students graduate with a professional certificate and a portfolio to show potential employers. While in the program, students receive 24/7 support from code reviewers and community managers. Yandex is one of the largest IT companies in Europe.
New York City1 Course
Principal Analytics Prep offers a 12-week, full-time and 12-week part-time data specialist bootcamps in New York City. The data bootcamps cover Python, R, statistical reasoning, machine learning, SQL, data visualization, and more. Seeking to assemble small classes of highly motivated individuals who have a promising future in the data science and business analytics, Principal Analytics Prep wants to give students a solid launchpad for their new career. The 12-week Certified Data Specialist immersion program is a full-throttle educational experience, featuring full days of lectures, occasional guest speakers, social activities and career counseling sessions. Instructors are industry veterans from large and small companies, a variety of industries, and a mix of academic backgrounds.
After having graduated from ETH in mathematics and 4 years working at Deloitte as Forensic technologist, I did the data science bootcamp at Propulsion Academy. ( ...read more)
Review By: Severin Kappeler
Science to Data Science offers both a 5-week data science workshop in London training analytical PhDs, and a 5-week online data science course for both PhDs and MScs. Both courses teach the skills needed to transition from a scientific background to become a successful data scientist, such as Python, R, Hadoop, SQL, and machine learning. Fellows accepted into the program will learn via hands-on projects, and work in groups to complete real-life big data problems. The curriculum also includes 30 hours of lectures on topics such as professional development and business skills, designed to help students achieve their goals after the program. For those attending the campus-based program, housing in London is included.
Online11 CoursesGuarantees Job
Springboard is an online learning platform that prepares students for the tech industry’s most in-demand careers with comprehensive, mentor-led online programs in software engineering, data science, machine learning, UI/UX design, cybersecurity, and more. All Springboard courses are 100% online, remote, and self-paced throughout an average of 6-9 months. Springboard acts as a support system, coach, and cheerleader for working professionals who are ready to level-up or make a major career shift. Students have access to a unique community of industry mentors, thought leaders, and alumni, who are on hand to offer insights, networking opportunities, and support throughout the program and well past graduation. Every Springboard student is matched with a personal student advisor and industry mentor who guides them throughout the program through weekly video calls.
The Data Incubator offers an intensive full-time, 8-week Data Science Fellowship in NYC, San Francisco, Washington D.C., and online. The Data Incubator is a Cornell Tech-funded training and placement organization leading the charge on data science education. The course accepts applicants who have advanced degrees in STEM and equips them with the final skills to be self-sufficient, productive contributors to data science.
The application process can be daunting and intimidating, however, each step has its reasons. This makes each cohort learn and progress in a homogeneous pace, w ( ...read more)
Review By: Andres Gonzalez Casabianca
The Dev Masters offers a 12-week, full-time course in data science in Irvine, California. Their data science bootcamp, Mastering Applied Data Science, is designed to cover the gap between academic learning and technical demand in the job market.
Online10 CoursesGuarantees Job
Thinkful, a Chegg service, provides every adult learner with a pathway to a rewarding career. This online bootcamp offers fast-paced, career-focused programs in Software Engineering, Data Science, Data Analytics, UX/UI Design, Digital Marketing, and Technical Project Management. These programs are offered in part-time and full-time formats. Students commit 20-25 hours per week in the part-time format, and up to 60 hours in the full-time option. All programs include personal mentor meetings, a custom-built curriculum, and Q&A sessions with industry professionals.
Rising Stars of 2020
IN ALPHABETICAL ORDER
Lambda School is an online coding bootcamp that trains people to become software engineers, data scientists, or back end developers at no up-front cost. The computer science academy offers full-time, 6-month programs for Web Development and Data Science, and a 9-month program for Backend Development, which is jointly developed by Lambda School and Amazon. Throughout the rigorous programs, students will demonstrate mastery of core front end and back end technologies as well as computer science fundamentals. Remote classes are live and interactive, and include one-on-one help, professional mentorship, opportunities to build real products, and frequent code reviews. The school also helps students find employment by providing interview preparation, portfolio review, effective resume writing tips, and salary negotiation practice. Students graduate with 900+ hours of hands-on technical experience for Web Development and Data Science, and with over 1,400 hours of hands-on coding experience for Backend Development.
School of IT offers both online and in person bootcamps from its campuses in Cape Town and Somerset West, South Africa. Bootcamps include Full Stack Software Development, Mobile App Development, Digital Marketing, CyberSecurity, and Data Science. Students may choose to complete the bootcamps in 12-weeks (full time) or 24-weeks (part time). All bootcamps come with courseware, including ebooks, certain software programs, and additional resources.