How to Learn Statistics & Probability - 20 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.
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...
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...
Start Your Career with a Top-Rated Bootcamp
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...
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,...
Tecnológico de Monterrey Boot Camps offer 24-week, part-time web development and data analytics courses. The full stack curriculum includes HTML, CSS, JavaScript, jQuery, Bootstrap, Express.js, Node.js, databases, MongoDB, MySQL, and Git. 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. Applicants do not need prior experience to enroll, but once admitted,...
Southern Methodist University (SMU) boot camps offer 12-week, full-time and 24-week, part-time web development courses, 24-week, part-time data science, financial technology (FinTech) and cybersecurity courses and an 18-week, part-time product management course. The full stack curriculum includes HTML, CSS, JavaScript, jQuery, Bootstrap, Express.js, Node.js, databases, MongoDB, MySQL and Git. 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...
UC San Diego Extended Studies Machine Learning Engineering Bootcamp is a part-time, 24-week bootcamp delivered self-paced online. Bootcamp students should commit 15 hours per week to the course, but may finish the bootcamp early by putting in more hours each week. Machine Learning Engineering students will learn in-demand machine learning models and algorithms, mathematics and statistics for machine learning, and Python data science tools, such as Pandas, Scikit Learn, Keras, and TensorFlow. The curriculum covers...
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