How to Learn Data Science - 136 Bootcamps to Get You Started

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By: The SwitchUp Team
Last Updated: August 23, 2019

Learn Data Science with this comprehensive guide. Browse verified reviews, read job outcomes, and compare top-rated programs.

Data Science combines statistical analysis and scientific research methods to help predict data patterns. A data scientist is able to analyze large amounts of data and not only make sense of it, but create purposeful and applicable predictions based on the patterns they recognize.

Every industry uses data science on some level, especially those dependent on consumers. According to Glassdoor’s Best Jobs in America Report, “Data scientist is the best job in America for the third consecutive year”.

The average salary for a data scientist in the United States is $110,000 annually, and the field has grown 650% since 2012. There are currently 35,000 people in the US with data science skills, and hundreds of companies are hiring for those roles, so it is clear that the field offers numerous opportunities.

If you are interested in launching a career in data science, a bootcamp can be an effective way to get started. Highly-ranked programs include NYC Data Science Academy, Product School and Thinkful. Our comprehensive guide will help you kick-start your research and eventually help you land data science jobs. Before you make your decision be sure to check out all individual reviews and rankings, and browse SwitchUp’s list of Best Data Science Bootcamps.

Le Wagon logo
Available Online
Flexible Classes
Locations: Amsterdam, Bali, Barcelona, Belo Horizonte, Berlin +35 More
Courses: Web Development Course - Full-Time, Web Development Course - Part-Time, Data Science - Full-Time, +1 More
Subjects: CSS, Data Science, Data Structures, HTML, JavaScript +8 More
Available Online
Flexible Classes

Le Wagon runs immersive coding bootcamps in 40 campuses worldwide. The web development course is designed to teach students the necessary skills to land a job in software development or product management - or prepare them to create their own startup. Students following the data science course will learn in-demand skills, from Python to advanced Machine Learning, enabling them to join a Data Science team. Le Wagon's courses are either full-time or part-time and taught...
General Assembly logo
Available Online
Verified Outcomes
Flexible Classes
Accepts GI Bill
Locations: Online, Adelaide, Atlanta, Austin, Boston, Brisbane +26 More
Courses: Software Engineering Immersive, User Experience Design Immersive, Front-End Web Development, +10 More
Subjects: Algorithms, Back-End Web Development, CSS, Data Analytics, Data Science +19 More
Available Online
Verified Outcomes
Flexible Classes
Accepts GI Bill

General Assembly offers a range of full-time, part-time, and self-paced courses. They have a number of financial assistance options available including loans and scholarships. For many of the programs, students are given a career coach and the opportunity to attend various networking events.
Springboard logo
Available Online
Flexible Classes
Job Guarantee
Locations: Online
Courses: UI/UX Design Career Track, Data Science Career Track Prep, Digital Marketing Career Track, +9 More
Subjects: A/B Testing, AJAX, Artificial Intelligence (AI), CSS, Data Analytics +24 More
Available Online
Flexible Classes
Job Guarantee

Springboard offers self-paced data science courses that can be completed in 2 to 4 months, with one-on-one weekly mentor support. The program costs $499 per month, so students who finish early will pay less for their tuition.
Locations: Singapore
Courses: Data Science, Web Development, Cyber Security 101
Subjects: CSS, Cyber Security, Data Science, Data Visualization, HTML +3 More

Hackwagon is an immersive coding bootcamp in Singapore. With courses in Data Science, Fullstack Web Development, and Front-end Development, Hackwagon aims to impart industry relevant skills and 21st century capabilities that are future-proof. Their Data Science curriculum is crafted by academics with at least a masters background in Data Science and refined by practitioners who are already well regarded in the Data Science field. Hackwagon Academy is committed in building up tech talents in Singapore....
Coding Dojo logo
Available Online
Flexible Classes
Accepts GI Bill
Locations: Online, Arlington, Oakland, Boise, Chicago, Dallas +5 More
Courses: Onsite Full-Time Coding Bootcamp, Online Part-Time Coding Bootcamp (Accelerated), Data Science Online Part-Time, +3 More
Subjects: .NET, AJAX, AngularJS, ASP.NET, ASP.NET MVC +38 More
Available Online
Flexible Classes
Accepts GI Bill

Founded in 2012, Coding Dojo has helped 6000+ students advance their career in tech. One of the only bootcamps in the world to teach 3 full-stack technologies in a single 14-week program, graduates go on to be hired by companies like Amazon, Expedia, Microsoft, and more. An industry-leading curriculum that's matched to regional job demand, students choose to learn 3 full-stack languages, choosing from Java, JavaScript, Python, C#, and Ruby depending on location and program....

Start Your Career with a Top-Rated Bootcamp

Thinkful logo
Available Online
Verified Outcomes
Flexible Classes
Job Guarantee
Locations: Online
Courses: Data Analytics Flex, UX/UI Flex, Data Science Immersion, +10 More
Subjects: CSS, Data Analytics, Data Science, Data Visualization, Digital Marketing +9 More
Available Online
Verified Outcomes
Flexible Classes
Job Guarantee

Thinkful teaches students how to become equipped for the world's next workforce with fast paced, job-ready programs in software engineering, data science, data analytics, and design. Students learn cutting-edge industry standards and work 1-on-1 with professional mentors from their field. Career services, hiring partners, and job placement assistance mean students get a job in tech or their money back.

Thinkful's Engineering and Data Science Immersion programs, Engineering Flex, Engineering Nights & Weekends, Data Science Flex,...

NYC Data Science Academy logo
Available Online
Flexible Classes
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

Founded in 2014, the NYC Data Science Academy offers the highest quality in data science and data engineering training. Their top-rated and comprehensive curriculum has been developed by industry pioneers using experience from consulting, and corporate and individual training. NYC Data Science Academy is approved and licensed by the NYS Department of Education. The program delivers a combination of lectures and real-world data challenges to its students and is designed specifically around the skills employers...
BrainStation logo
Available Online
Flexible Classes
Locations: Online, Boston, Chicago, NYC, Toronto,
Courses: Digital Marketing, User Experience Design Diploma Program, User Interface Design Certificate Course, +16 More
Subjects: A/B Testing, Agile, Algorithms, API, Business +46 More
Available Online
Flexible Classes

Brainstation provides a collaborative, project-based learning experience with training options across the full digital product lifecycle, including data, design, development, marketing, and product. Established in 2012, BrainStation has worked with innovative companies to develop cutting-edge, real-world digital education.
GreyAtom School of Data Science logo
Available Online
Flexible Classes
Locations: Online
Courses: Data Science with Artificial Intelligence Career Track, Frontend Web Development Career Track Program
Subjects: Artificial Intelligence (AI), Big Data, CSS, Data Analytics, Data Science +9 More
Available Online
Flexible Classes

GreyAtom helps learners from various educational and professional backgrounds launch their high-growth tech careers. We helped more than 2500 learners transition to successful Data Science and Front-end Development careers in the last three years. GreyAtom's CAREER TRACK courses are designed by our team in consultation with practitioners and our hiring partners with the sole aim to make the learners job-ready with industry-relevant skills. The PAY LATER option allows learners from various backgrounds to access the...
Dataquest logo
Available Online
Flexible Classes
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

Dataquest offers a unique pricing model that involves students purchasing either a Basic $29 monthly subscription or a Premium $49 monthly subscription. The Premium plan provides 3 educational pathways: data analyst, data scientist, and data engineer, and the Basic plan offers the data analyst path.

2021 Best Bootcamps received an average 3.61 of 5 based on 9657 reviews.

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