How to Learn Statistics & Probability - 38 Bootcamps to Get You Started
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.
Colaberry offers instructor-led remote 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 teaching methodology incorporates a learn-by-doing approach, hands-on workshops, and the award-winning technology platform Refactored for...
At Savvy Coders, we have a passion for teaching technology skills to underserved communities. We believe that knowing how to code is more than just a cool hobby; it is an essential skill for the 21st century that can revitalize communities and bring more people into the modern workforce. It is our mission to teach the basics of software development and programming to anyone with the desire to learn. We help teach the language of...
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...
Byte Academy requires students to learn the basics of programming before enrolling in its programs. It offers part-time evening classes, as well as 40 hour per week immersives. Graduates have lifetime access to career services after the program, and several campuses offer a job guarantee.
Magnimind Academy offers 15-week boot camps, regular courses, and daily meet-ups in Sunnyvale, CA. The programs help students to improve data skills and prepare for a career change. Magnimind Academy selects promising applicants from their wide range of admissions and assists these students in learning key aspects of data science and in finding the best jobs with their new knowledge. In fifteen weeks, the right course can get students job-ready by teaching them the requisite...
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ALPHA Camp is a tech and startup school with a presence in Singapore, Taiwan and Hong Kong. Their mission is to help students in Asia build careers in technology. ALPHA Camp helps students develop future-ready skills, entrepreneurial mindsets, and the professional network to succeed in the digital economy. ALPHA Camp offers classes in full-stack web development, iOS mobile app development, digital marketing, and product UX/UI design. Students are encouraged to apply what they learn, and...
The Developer Academy offers remote, part-time bootcamps in coding and data science. Students in both programs learn the fundamental tools and techniques of full stack development or data science. Students attend 24 weeks of evening for 144 hours of instruction, with an expectation for students to complete an additional 20 hours a week of self led projects or study. Students also receive career mentoring and help finding a job. Graduates of The Developer Academy have...
IE Exponential Learning’s mission is to provide tools to professionals with a lifelong learning mindset who seek growth at every stage of their careers. Their educational experiences are tailored to the needs of self-motivated individuals as they build the skills necessary to adapt to, and thrive in, an ever-evolving global landscape. IE Exponential Learning's Data Science Bootcamp is an 11-week program located in Madrid that utilizes an inclusive approach to learning. The program teaches students...
Faculty (formerly ASI Fellowship) is a highly selective 8 week programme in data science and data engineering for outstanding PhD graduates and post-doctorates from UK, Europe and US top universities. Since 2014, we have run eight Fellowships with 120+ alumni who now work as data scientists or data engineers. 5 - 10% of STEM PhD graduates in the UK now apply to the Fellowship. The programme is completely free for Fellows. Fellows receive specialist technical...
Washington University Boot Camps offer 24-week, part-time Data Analytics, Cybersecurity and Coding programs. The data curriculum includes programming in Excel, Python, R programming, JavaScript charting, HTML/CSS, API interactions, SQL, Tableau, fundamental statistics, machine learning and more. Enjoy close collaboration with other professionals while receiving hands-on experience. The cybersecurity curriculum offers hands-on training in networking, systems, web technologies, databases and defensive and offensive cybersecurity. The full stack curriculum includes HTML, CSS, JavaScript, jQuery, Bootstrap, Express.js, Node.js,...
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