How to Learn Statistics & Probability - 40 Bootcamps to Get You Started

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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: Cyber Security 101, Data Science, Web Development
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....
Locations: Online
Courses: Artificial Intelligence & Machine Learning Bootcamp, Blockchain Developer, Business Analytics with Excel, +21 More
Subjects: Agile, Angular, Artificial Intelligence (AI), AWS, Azure +25 More
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Simplilearn is the world's #1 online Bootcamp for digital economy skills training on emerging technologies and processes that are transforming the digital world today. Our efforts as an organization are focused on helping people acquire the skills they need to thrive in the digital economy. We provide rigorous online training in disciplines such as Data Science and Analytics, AI and Machine Learning, Big Data Cloud Computing, Cyber Security, Project Management, Digital Marketing, among others. Our...
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Locations: Online, Boston, Chicago, London, Miami, NYC +2 More
Courses: Cybersecurity Certificate Course, Data Analytics Certificate Course, Data Science Certificate Course, +16 More
Subjects: A/B Testing, Agile, Algorithms, API, Business +46 More
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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.
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Locations: Online
Courses: AWS Solutions Architect, AWS Solutions Architect/DevOps Engineer, Back End Development, +18 More
Subjects: Agile, API, AWS, Back-End Web Development, Blockchain +30 More
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We’re a Virginia-based IT training school specializing in Cloud Engineering, DevOps Engineering, Data Science, Data Analytics, Machine Learning, Deep Learning, Full Stack Web Development, Front End Development, Back End Development, Cybersecurity, Salesforce Admin & Developer, and Blockchain & Web3 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...
Locations: Online
Courses: Free Coding Course: Intro to HTML and CSS, Full Time Backend Development, Full Time Data Science, +1 More
Subjects: Algorithms, Artificial Intelligence (AI), Back-End Web Development, Computer Science Fundamentals, CSS +14 More
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Bloom Institute of Technology is an online coding bootcamp that trains people to become software engineers, data scientists, or back end developers. The school 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 BloomTech 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...

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Job Guarantee
Locations: Online, Berlin
Courses: Animation for UI Designers, Data Analytics, Frontend Development for Designers, +9 More
Subjects: Angular, API, Big Data, Bootstrap, CSS +30 More
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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...
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Locations: Online, Munich, Zurich
Courses: Data Science Bootcamp full-time, Full-Stack Development Bootcamp full-time, Blockchain, +4 More
Subjects: Back-End Web Development, Blockchain, Cryptography, CSS, Data Science +15 More
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SIT Learning is your one-stop shop for anything Management and Technology. Offering a wide range of boot camps, short courses and managerial programs, SIT Learning focuses on democratizing IT and management education to enhance Switzerland, an important technology hub within Europe. Our main programs include 12-week full-time boot camps in full-stack development and data science in Zurich, Switzerland. The Full-Stack Development program covers JavaScript, React.js, Docker, Python, Django, and more. The Data Science Bootcamp covers...
Locations: Online, Berlin
Courses: Data Science (full-time), Data Science (part-time), Full-Stack Web & App Development (full-time), +1 More
Subjects: API, Big Data, Cloud Computing, CSS, Data Mining +25 More

The WBS CODING SCHOOL is a WBS TRAINING project, an educational institution with more than 40 years of experience and more than 200 locations all over Germany. The full-time courses occur in a unique hybrid concept: The first 12 weeks take place online, the last 3 weeks on the school campus in Berlin. The tuition includes room and board for this phase. Intensive career coaching, which comprises CV optimization and job interview training, is part...
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Locations: Online
Courses: Data Science + Machine Learning Career Track, Data Science + Machine Learning Course, Intro to JavaScript Course, +4 More
Subjects: Agile, Algorithms, Apache, API, App Development +61 More
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Ranked #7 on SwitchUp’s Best Coding Bootcamps for 2021, and #3 for Data Science, CodingNomads is a global coding community that provides a personal human experience to help you master in-demand coding skills, and have fun doing it! With a mission to help people of all backgrounds improve your skills to improve your life, CodingNomads’ affordable tuition, flexible schedule, and passionate mentorship team make it the highest quality education at the best value. Our practical,...
Locations: Online, Toronto
Courses: Applied Data Science and Big Data Diploma Program, Applied Business Intelligence Certificate, Applied Data Engineering Online Live, +1 More
Subjects: Algorithms, AWS, Big Data, Business, Data Analytics +10 More
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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,...

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