As the leading authority on coding and technology bootcamps, the team at Course Report has been researching, tracking, and sharing updates on the coding 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 a full-time, immersive, synchronous 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 online technology 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 35+ data science reviews with a 4.5-star rating
A school has published their data science alumni job outcomes
A school has been operating their data science program for 4+ years
The 15 Best Data Science Bootcamps:
IN ALPHABETICAL ORDER
BrainStation offers full-time and part-time courses in data science, design, development, marketing, and product in New York City, Toronto, Chicago, Vancouver, Boston, 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.
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, and UX/UI Design in NYC, Brooklyn, Washington D.C., London, Houston, Atlanta, Austin, Seattle, Chicago, Denver, and Online. Flatiron School’s immersive courses aim to launch students into fulfilling careers as software engineers, data scientists, and UX/UI designers through rigorous, market-aligned curricula, and the support of seasoned instructors and personal career coaches. Through test-driven labs and portfolio projects, Flatiron teaches students to think and build like software engineers and data scientists. Flatiron School’s UX/UI Design Immersive includes a client project to give students client-facing experience and an industry-vetted portfolio.
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 through best-in-class instruction 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.
Metis offers data science training via 12-week full-time immersive bootcamps, part-time online bootcamp prep courses, and corporate training programs, with campuses in Chicago, New York, San Francisco, and Seattle. The Metis Data Science Bootcamp is designed and taught by industry practitioners and covers Python, Bash, algorithms, linear regression, machine learning, NLP, databases, and interactive data visualization. Graduates will be comfortable designing, implementing, and communicating the results of a data science project, will grasp the fundamentals of data visualization, and will get exposure to modern big data tools and architecture such as Hadoop, Hive, and Spark. The data science curriculum is delivered through project-based, hands-on, collaborative learning and Metis provides students with on-site instruction, and access to speakers, mentors, events, and job support.
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.
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.
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.
The Data Incubator offers an intensive full-time, 8-week Data Science Fellowship and part-time, 8-week data science courses in NYC, San Francisco, Seattle, Boston, 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 already learned engineering and science skills and equips them with the final skills to be self-sufficient, productive contributors to data science. The Data Incubator mission is to foster better understanding and adoption of data science by training companies and individuals on the latest data science techniques. The school offers customized, on-site training and online courses geared toward giving students immersive, hands-on experience with the most sought-after data science tools.
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
Online, Detroit, Atlanta, Washington, Los Angeles, Portland, Phoenix, San Diego, Dallas, Denver, Boston, Philadelphia, Houston, Seattle, Minneapolis, Salt Lake City, Chicago, Raleigh, Tampa, Miami, Austin, Orlando, San Francisco
Thinkful is a new type of online school offering fast-paced, job-ready programs in web development, data science, and design. Students learn cutting-edge industry standards, have 1-on-1 mentoring with an industry professional, and receive career services and job placement assistance to get a job in tech, guaranteed. While Thinkful is an online platform, the school also has in-person communities in tech hubs around the US, where students can attend in-person events and classes. Thinkful’s flagship programs are the 5-month Engineering Immersion, the Full Stack Flexible program, and the Data Science Flexible program. All courses include personal mentor meetings, a custom-built curriculum, and daily mentor-hosted Q&A sessions with industry professionals. Students are expected to commit 20 to 25 hours per week for Flexible programs, but can keep their jobs, learn at their own pace, and access course material from anywhere in the world. Students join a community of 3000+ students and mentors on Slack to get on-demand code help and build a professional network. All graduates receive lifetime access to the course curriculum.
Ubiqum Code Academy is an immersive, 4 to 5-month Data Analytics & Java Coding bootcamp with campuses in Amsterdam, The Netherlands, Barcelona, Spain and Berlin, Germany. If you are looking for a career in Technology or Data Analytics, Ubiqum is one of the few schools that offers a guarantee of employability, worth 50% of your course value. Ubiqum Code Academy's structured curriculum gradually rises in complexity until students are performing comfortably on a daily basis. Students will be able to think like a professional and immerse themselves into a real-life team environment.