How to Learn Statistics & Probability - 36 Bootcamps to Get You Started

Not Sure Where to Apply?

By: The SwitchUp Team
Last Updated: January 9, 2020

Statistics deals with analyses of the frequency of past events, while probability focuses on predicting the likelihood of future events. They are both branches of mathematics; statistics deals with application, while probability deals primarily with theory. Both are important in the fields of data science and data analysis. Classes in probability and statistics teach students how to sample and analyze data, various sampling methods, basic probability theory, statistical inference and modeling, and how to convey statistical information effectively and clearly.

Statistics and probability training is essential for those pursuing a career in data science. In 2018, computer research and information scientists earned a median wage of $118,370, and the employment of computer and information research scientists is projected to grow 16% from 2018 to 2028. Data science education can lead to jobs such as data analyst, data engineer, machine learning scientist, and data science generalist.

SwitchUp is an online platform that helps students find a technology, data science, or coding bootcamp that will help them pursue a career in the technology sector. Students who seek further education and training in probability and statistics should have strong math skills and analytical ability.

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....
Available Online
Flexible Classes
Locations: Online, Boston, Chicago, London, Miami, NYC +2 More
Courses: Web Development Certificate Course, Digital Marketing, User Experience Design Diploma Program, +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.
Locations: Online
Courses: Full Time Full Stack Web Development, Full Time Data Science, Free Mini Coding Bootcamp, +2 More
Subjects: Algorithms, Artificial Intelligence (AI), Back-End Web Development, Coding, Computer Science Fundamentals +15 More
Available Online

Lambda School is an online coding bootcamp that trains people to become software engineers, data scientists, or backend 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. Throughout the rigorous programs, students will demonstrate mastery of core frontend and backend technologies as well as computer science fundamentals. Remote classes are live and interactive, and include one-on-one help, professional...
Available Online
Flexible Classes
Job Guarantee
Locations: Online, Berlin
Courses: UX Design, UI Design, Voice User Interface Design, +8 More
Subjects: Angular, API, Big Data, Bootstrap, CSS +30 More
Available Online
Flexible Classes
Job Guarantee

CareerFoundry offers online, flexibly-paced, fully mentored courses and programs that help people build tech careers they love—with a job guarantee to boot! We guarantee that our program graduates will get a job they love within six months of graduating, or their money back. All of our courses and programs are project-based, ensuring that students have the opportunity to apply everything they learn in practical ways, resulting in projects they can showcase in their portfolios. Along...
Available Online
Flexible Classes
Locations: Online, Barcelona, Geneva, Madrid
Courses: Web Development with Java, Data Analytics & Machine Learning, Web Development with JavaScript, +1 More
Subjects: AJAX, Algorithms, AngularJS, AWS, Big Data +24 More
Available Online
Flexible Classes

Ubiqum Code Academy's highly immersive bootcamps equip students from all backgrounds with the technical skills and experience they need to be 100% employable in the IT and technology sector.

Offering courses in full-stack Java development, full-stack JavaScript development, and Data Analytics & Machine Learning, Ubiqum is one of the few coding bootcamps that offers a guarantee of employment.

The Ubiqum experience is unique for the learning methodology. They use a "story-centered curriculum", which was...

Start Your Career with a Top-Rated Bootcamp

Available Online
Flexible Classes
Locations: Online
Courses: AWS Solutions Architect/DevOps Engineer with IT Fundamentals, AWS Solutions Architect with IT Fundamentals, Full Stack Development with IT Fundamentals, +13 More
Subjects: Agile, API, AWS, Back-End Web Development, Cloud Computing +24 More
Available Online
Flexible Classes

We’re a Virginia-based IT training school specializing in Cloud Engineering, DevOps Engineering, Data Analytics, Data Science, Machine Learning, Deep Learning, Full Stack Development, Front End Development, and Back End Development. We are committed to helping individuals attain practical knowledge through affordable and effective IT training programs. At Clarusway, we deploy innovative approaches — mentorship programs, peer-learning, and project-based group study methods. Our unique methodology enhances the abilities of learners by providing a fast track to...
Available Online
Flexible Classes
Locations: Online, Munich, Zurich
Courses: Full-Stack Development Bootcamp full-time, Data Science Bootcamp full-time, Python Programming, +4 More
Subjects: Back-End Web Development, Blockchain, Cryptography, CSS, Data Science +15 More
Available Online
Flexible Classes

Propulsion Academy is a 12-week bootcamp in Zurich, Switzerland. They offer courses in full-stack web development, data science, and mobile development with a focus on HTML, CSS, JS, React, JAVA, R, Python, Objective-C, and Swift. Propulsion Academy aims to give students the ability to learn outside of the traditional University through an immersive, practical, and hands-on curriculum.
Available Online
Flexible Classes
Locations: Online
Courses: Learn Java Programming, Learn Python Programming, Java Professional Career Track, +3 More
Subjects: Agile, Algorithms, Apache, API, App Development +59 More
Available Online
Flexible Classes

Ranked #7 on SwitchUp’s Best Coding Bootcamps worldwide, and #3 for Data Science, CodingNomads is a small family-run code school that provides a more personal human experience to help you master in-demand coding skills, and have fun doing it! With a mission to help students of all backgrounds improve their skills to improve their lives, CodingNomads’ affordable tuition, scholarships and various course format options make it the highest quality education at the best value. One...
Available Online
Flexible Classes
Locations: Online
Courses: Data Science, Cyber Security, Full Stack Web Development Program
Subjects: .NET, AngularJS, C#, CSS, Cyber Security +13 More
Available Online
Flexible Classes

WOZ U is education, reprogrammed. Inspired by Steve Wozniak, co-founder of Apple Computer, WOZ U specializes in technology and career-based programs designed to get people into the workforce quickly and affordably. Woz U is passionate about inspiring the next generation of innovators and developing the workforce of the future.

Led by higher education experts, students learn the skills necessary to take flight within the technology industry and receive a certificate of completion upon graduation. Woz...

Locations: Online, Toronto
Courses: Applied Data Science and Big Data Diploma Program, Applied Data Engineering Online Live, Applied Business Intelligence and Data Analytics Online Live
Subjects: Algorithms, AWS, Big Data, Business, Data Analytics +10 More
Available Online

WeCloudData offers full and part-time Data Science courses in Toronto, Canada. Students can choose from a full-time, 12-week immersive Data Science Bootcamp, or part-time courses in Data Analytics, Machine Learning, Python for Data Science, and more. WeCloudData is a leading data science training provider in Canada. Its data science, data engineering, and data analytics programs are designed to be highly practical and focusing on teaching students to understand end-to-end data science processes via hands-on projects,...

Best Bootcamps received an average 2.15 of 5 based on 2009 reviews.

Person thinking

Need help making a decision?

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