Table of Contents
Last updated August 22, 2024
Data science is a multidisciplinary field that combines computer science and statistics. With so much data being produced every day, data science makes it possible to draw useful insights from datasets that may be too large for traditional statistics to analyze. This data is often called "big data,” and can include anything from analyzing complex genomic structures to interpreting handwriting to optimizing a marketing strategy. And data science is not limited to just numbers! Data science finds patterns in all unstructured sets, including text, images, and audio files.
The best data science course for you depends on your learning style, career goals, availability, etc. Here's our advice for choosing the right data bootcamp and what you can expect:
Data Science bootcamps can cost between $10,000 and $20,000. However, many data science bootcamps offer scholarships and financing options to make tuition affordable. There are also fellowships and free data science bootcamps, such as Insight Data Science.
There are a wide variety of data science jobs, and if there's one thing that we've learned after interviewing so many data science bootcamp graduates, it's that no two companies use the same job titles. Common job responsibilities of data scientists include data engineering, machine learning, natural language processing (NLP), data cleaning, and data analysis.
The median yearly salary for a Data Scientist is $108,020. Here is a list of the most frequent data science job titles for bootcampers:
In general, a Data Scientist analyzes, organizes, and interprets complex digital data. A Data Scientist’s responsibilities will vary, depending on the type and size of company they work for. For example, a Data Scientist at a startup may be responsible for data engineering as well as data cleaning. A Data Scientist at a larger company, such as a consulting firm, may be directly working with clients to build dashboards for their teams or they may be devising models to better predict trends for shareholders.
While math and coding skills are an essential part of data science, business intelligence and a scientific approach are key to making sense of data. Most data science students have a previous background in STEM, but overall, data science students and professionals are detail-oriented and excel at problem-solving, logical reasoning, and communication.
Here is a quick list of data science skills and technologies used in the field and often taught at data science bootcamps:
Data scientists need more than tech skills; they need creativity, foresight, and the ability to communicate their findings to a variety of stakeholders. Other soft skills needed by Data Scientists include:
The job market outlook for Data Scientists is very positive, with a projected 35% job growth from 2022 to 2032, significantly higher than the average for all occupations. This translates to approximately 17,700 openings for data scientists over the next decade. Data Scientists can expect a $108,020 median salary as of May 2023. Other factors that may affect the salary earned by a Data Scientist include:
Many Data Scientists start their careers in academia. If you have a bachelor's degree or PhD in a quantitative field, you're already close to a data science career. A data science fellowship like Insight Data Science would be a fantastic option.
Most data science bootcamps require students to have a degree in STEM and an aptitude for math and statistics. Then, you’ll be ready to apply to data science bootcamps, typically intensive 3- to 6-month programs. Data science bootcamps prepare graduates for entry-level and junior data science jobs, such as Data Analyst, Data Scientist, Machine Learning Engineer, and Data Engineer.
Keep in mind that a data science bootcamp is not a traditional coding bootcamp. In addition to learning programming languages, such as Python and R, data science bootcamps teach students how to extract valuable knowledge from large datasets using analytical and programming skills.
According to US News and World Report, data science ranks number four on the list of the best tech jobs, largely due to the higher salaries and low unemployment rates. It also offers opportunities for career growth, work-life balance, and a low-to-moderate stress level.
With everyone from businesses to non-profits to the government collecting data, there is a high demand for turning that data into smart business decisions. With the increase in AI and machine learning, companies will need people who can collect, analyze and interpret data, and turn it into profitable solutions.
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The Institute for Statistics Education at Statistics.com is a pioneer in high quality, student-centered online education. They offered their first course in 2002 and now offer over 110 courses and four certificate programs. Students come from around the world to learn in small classes and regular interactions with noted experts via private asynchronous discussion forums. Courses are 4 weeks long and require 15 hours/week of work.
Hack School MX is a coding bootcamp that teaches programming skills and entrepreneurship in Latin America. Students will learn in Monterrey, Mexico. Hack School caters to beginners, and applicants do not need programming experience to apply. Applicants should choose from tech bootcamps in subjects ranging from Front End and Back End Web Development to Data Science to iOS and Android.
The Valley Business & Tech School is a training provider offering online and in person, part-time Master programs in Full Stack Web Development (30 weeks), UI/UX Design (24 weeks), Digital Project Management (16 weeks), and Data Science, AI, & Big Data Analytics (40 weeks) to students in Spain, Chile, Colombia, and the Canary Islands. Students will complete real world projects to give them hands-on experience in the topics they cover. The Valley Business & Tech School also offers specialization programs and online microlearning programs for people who are looking to upskill.
IMMUNE Technology Institute is a technological center in Madrid, Spain that offers a three-year Computer Entrepreneurship Program, and 12- and 18-week intensive bootcamps in programming and web development, data science, cybersecurity, DevOps & cloud computing, and UX/UI design. The programs can be completed online or in-person at IMMUNE's campus in the tech and financial hub of Madrid. IMMUNE students will receive hands-on training and collaboration with corporate partners. IMMUNE also offers masters and executive management programs in Artificial Intelligence, Cloud Architecture & DevOps Management.
Blockgeeks offers accelerated, online programs in Ethereum, Blockchain, and Hyperledger. These are delivered online, including one live lesson each week with a Blockgeeks teacher. Expect weekly homework, quizzes, and projects. Successful graduates (ie. passing the final exam) will receive a personal non-fungible ERC-721 token which verifies that you graduated from the Blockgeeks program. Career services and job placement are not included in these accelerated programs.
Spectrum offers part-time, 8-week courses in data science, data analytics, software development, and digital marketing in Hong Kong, China. Spectrum works to equip students with the mindset, skills, and confidence to independently take on and deliver technical skills. The curriculum is practical, current, and relevant, while challenges and assignments help solve real-world problems crafted by instructors with industry expertise.
Intela Education offers a full-time, 4-day data science course in Los Angeles and San Jose, California, and Calgary, Canada. This hands-on course covers the fundamentals of data science, Python, machine learning, artificial intelligence, Apache Spark, and more. Intela Education’s goal is to provide machine learning and data science expertise to students from across the globe to help nurture top talent and create opportunities for collaboration. During the course, Integrated Technologies Laboratory (Intela) provides students the completely free opportunity to use cutting-edge platforms for all computing needs.
nTier Training offers 8-week technical courses designed for national and international corporate IT departments and teams. nTier Training works with companies to address skill gaps through immersive bootcamps in full stack web development, Agile development, test driven development, Java, Design, and DevOps. Valuing hands-on labs over lecture, nTier Training leverages the experience of each team to customize course content to meet business needs. Courses promote team collaboration and support in-depth learning with on-site classes designed to give students immediate feedback and individual attention.
Code States offers full-time and part-time web development and data science immersive courses in Seoul, South Korea. In the web development bootcamp, students learn the MERN Stack, CSS, SQL, and JavaScript, along with computer science and data structure fundamentals. Students cultivate logical thinking through step-by-step algorithmic problems and get practical software development and data analytic skills with hands-on projects.
B9lab offers a flexible Blockchain academy, with mentorship and personalized support. B9lab teaches a range of blockchain technologies, including Ethereum, Hyperledger Fabric, Hyperledger Sawtooth, Quorum and Corda. B9lab aims to offer a wide range of different blockchain technologies to provide a balanced, well-rounded educational experience. Industry-experienced instructors provide active tutoring with one-on-one, personalized support. B9lab also delivers on-site corporate training for teams of up to 25. On-site workshops are adaptable to a range of skill levels and audiences, from non-technical to experienced developers.
DEVrepublik is an online, 15-week, full-time immersive coding bootcamp, with additional educational events and workshops. The languages taught include Python, SQL, CSS, JSON, and HTML/XML, as well as Data Science, Machine Learning, and A.I. The 15 weeks of this online bootcamp aims to be equivalent to two years of university training, with students participating in classes from Monday through Saturday, in the form of lectures, additional material recommendations, and practical project development. All students have access to an online learning management platform through which to study all materials and scores. The instructors at DEVrepublik are university degreed and experienced in research and practical application. They are recognized experts in their field, passionate, and flexible in their jobs. DEVrepublik's school philosophy includes putting theory into practice, improving the way young people are educated in the tech industry, and helping students meet the requirements of future employers.
WorldQuant University offers a tuition-free, part-time, online, 16-week applied data science bootcamp. Students will gain first-hand experience in Python, and related data science tools including Pandas, Jupyter Notebooks, NumPy, Machine Learning, along with SQL and Object-Relational Mapping. The curriculum is built by The Data Incubator. The mission of WorldQuant University is to make advanced, quality education accessible to capable students everywhere by leveraging technology at scale. Classes are only online, and students are encouraged to connect and collaborate on group projects while also engaging in peer reviews. The bootcamp is broken up into two modules, and each must be completed within their eight-week durations. Students, can review the video lectures and complete assignments at their own pace within those eight weeks, with twice weekly support from mentors. The applied data science bootcamp is entirely tuition-free and students will do not need to purchase any books or course materials. WorldQuant University is sponsored by the WorldQuant Foundation, a charitable organization.
EnkiCamp is an online SQL bootcamp. EnkiCamp provides a 4-week long course that covers the foundations of SQL, including querying data, relating data, and analyzing data. The course delivers course material through interactive exercises. At the end of the course, students apply what they have learned with a practical project.
Dimensionless offers a 48-week, remote PG Diploma in Data Science and Artificial Intelligence program as well as 3-4 day weekend bootcamps. The PG Diploma program focuses on hands-on learning with a case study-based approach. The online sessions are live and instructor-led. A maximum of 60 students are admitted to each cohort. PG Diploma students will have lifetime access to the online learning portal and materials.
Wynisco offers a 4-6 week, intensive online Front End Web Development with React (Full Stack) bootcamp with a focus on making graduates job-ready. Wynisco bootcamp classes are held for five hours each weekday evening. Six to eight additional hours of self-study each week along with occasional weekend work is required so students can practice and pair program. Bootcamp material is taught by one full time lead instructor and supplemented by instruction from several subject matter experts.
The University of Oklahoma Outreach Tech Bootcamps offer full-time and part-time online training programs in AI & machine learning, coding, cloud computing, cybersecurity, data analytics, DevOps, or product management. These bootcamps are taught live online by industry-experienced instructors and are powered by Fullstack Academy.
Pathstream partners with top tech companies and universities to offer multiple technology bootcamps, including Tableau Data Analysis Certificate, Facebook Digital Marketing Certificate, Asana Project Management Certificate, Salesforce Administrator Career Certificate, and Unity Immersive Design Certificate. All Pathstream online certificate programs offer instructor feedback and personalized support 7 days a week, with no fixed class times. Pathstream programs take an average of 15-21 weeks to complete and require an approximate weekly time commitment of 10-15 hours.
Brookdale Community College offers 18-week, online Back End Software Developer and Front End Software Developer bootcamps and a 26-week, online Data Engineering bootcamp. All bootcamp students will meet for one live virtual class per week and will also meet once weekly for a remote 30 minute 1:1 mentor session. An additional 20 hours per week are required for work outside of the live sessions. Brookdale Community College bootcamps are designed to be accessible and flexible in order to accommodate working professionals.
Santa Clara University, Silicon Valley Executive Center offers non-credit online bootcamps in Cloud Engineering, Cybersecurity, Data Analytics and Visualization, and Software Engineering. Online students can choose from full or part time programs and will complete real-world IT projects, collaborate with their peers, and develop a portfolio highlighting their career readiness.
University of North Florida Data Bootcamps offers 24-week, online Data Science and Data Analytics bootcamps. Both are self-paced and require approximately 15 hours of work per week. Bootcamp students also have the option to complete the bootcamp in a shorter time frame by putting in more hours weekly. All bootcamp students meet with industry expert mentors for video calls once per week and receive unlimited 1:1 calls with mentors throughout the bootcamp.
Kal Academy is a non-profit based in Seattle, and offers 16-week, part-time online bootcamps in software development, full stack web development, and artificial intelligence. Kal Academy is women-focused and diversity-driven, and their goal is to help fill the skills gap while training coders from all backgrounds. Most Kal Academy bootcamps are offered on the weekends and meet live for 1-2 hours, so students can juggle work and parenting schedules. Bootcamp instructors are industry-experienced experts who also work in the tech field.
MIOTI offers a 16-week, part-time, live online Data Science bootcamp. The Data Science bootcamp covers topics like Python, data visualization, predictive analytics, machine learning, deep learning, and natural language processing. The course is largely immersion based with hands-on, live-streamed instruction. MIOTI also offers other master courses in Data Science and Bussiness.
Universidad Europea offers 14-week, full-time hybrid learning Masters Bootcamps in UX/UI design, web analytics, full stack web development, data science, digital marketing, and project management.
Swiss Code Academy offers 12-, 16-, and 20-week, full-time or part-time courses covering data science essentials. These courses are available in a hybrid learning format. Swiss Code Academy offers small class sizes to ensure students are given the attention they need. Courses are taught by experienced industry professionals so students receive first-hand knowledge of the topics being discussed. The curriculum is project-focused to give students hands-on experience with data science.
ValleyML Fellowship Program offers 9-week specialization bootcamps in Data Science, Robotics, NLP, Security, Computer Vision, and Intelligent Video Analysis. The program is designed for graduating students and working professionals who want to transition into a thriving career as machine learning engineers, data scientists, or other cutting-edge professionals. The fellowship is run by ValleyML, a cross-industry community with the goal of advancing AI in order to empower people.
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