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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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Cambridge Spark offers a 6-month, part-time data science course in London. The course is designed to equip students with the most relevant data science skills matching industry needs through a combination of hands-on training, independent learning, and collaborative projects. Courses take place over 10 in-person training weekends where students build professional portfolio projects on real-world data. There are special lectures, activities, and regular opportunities to present your work, discuss findings, and receive feedback. Students at Cambridge Spark will complete an industry-sponsored project, earn certification, and receive one-on-one mentorship from experts.
TechPledge offers online Machine Learning (12 week), Data Science (24 week), and Full Stack Javascript Developer (16 week) bootcamps.
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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.
iXperience is a credit-bearing, study-abroad career accelerator program for university students based in Cape Town, Lisbon, Tel Aviv, and Berlin, in partnership with the University of Virginia. iXperience offers a 6-week iX learn and intern program, which combines blended learning courses with interning experiences taught by industry experts in full stack coding, data science, visual design, product management, management consulting, cloud computing, digital marketing, or investment finance. The program begins with a week of Global Studies, followed by two weeks of classroom learning, and finishing up with three weeks of work experience at a local company with support from teaching staff. Class sizes are limited to 25 students with help from hands-on teaching assistants to ensure that complex concepts are grasped. Outside of class, students can explore their host city, with planned excursions like food tours, surfing, diving, hiking, sailing, and cultural immersions. Modern accommodation is provided and located near vibrant restaurants, cafes and public transport.
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.
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.
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.
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.
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.
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.
System Skills Bootcamps is an online training provider offering part-time bootcamps in Web Development with Python (7-8 weeks), Data Science with Python (5-6 weeks), and Automation QA (7-8 weeks). Bootcamps are taught by experienced industry professionals with first-hand knowledge of the field.
Vilnius Coding School is a Lithuanian-based bootcamp offering part-time online courses in manual testing (8 weeks), data analytics (8 weeks), automated testing (7 weeks), front end JavaScript (8 weeks), full stack web development (4 weeks, full-time), UX/UI design (4 weeks, full time), and cybersecurity (6 weeks). Vilnius Coding School also offers a co-working space for students to work on projects and learn outside of class.
Riga Coding School is a Latvian-based bootcamp offering part-time online courses in web design (6 weeks), web development (8 weeks), IT project management (6 weeks), automated testing (7 weeks), data analytics (6 weeks), and cybersecurity (8 weeks). Riga Coding School also offers a co-working space for students to work on projects and learn outside of class.
StackFuel is an online, state-certified training partner based in Germany that offers full-time and part-time courses for data analytics, data science, artificial intelligence, and Python programming. StackFuel uses its expertise and experience from working with Germany's most successful companies to develop uniquely practice-oriented training courses. Participants learn hands-on and are supervised by expert mentors and career coaches to successfully transition into a career in data or continue their professional development with new skills.
Sirius is a training provider based in Brazil offering a 36-week, part-time, online Master in Data & Decision Science. The program covers topics like Python, SQL, linear regression, factor analysis, machine learning, decision trees, qualitative research, Agile methodology, and CRISP-DM methodology. Sirius is designed for students with an understanding of basic programming logic, statistics, and business. After submitting an application, students will receive an assessment to be completed in 48 hours. Applicants that pass the assessment will submit a canvas for a career project before interviewing with an admissions official to receive a decision. There is no fee for the selection process. Sirius is meant to get students jobs after graduation and career assistance is provided, including personal mentoring, networking with data companies, resume and branding assistance, and a 12 month fellowship with career services after graduation. Sirius allows students to pay in installments to reduce upfront cost.
Top Mentor is a training provider based in India offering live online bootcamps in data science (20-24 weeks), artificial intelligence (24 weeks), ethical hacking (8-12 weeks), and digital marketing (8-12 weeks). Curriculum for these courses are built by industry experts to ensure students are given practical experience.
Purple Beard is a UK-based, edtech company offering part-time, live online training courses in topics like front end development (11 weeks), full stack development (16 weeks), cybersecurity (16 weeks), data analysis with Python (11 weeks), and data analysis with Power BI and SQL (11 weeks). Purple Beard bootcamps are offered tuition-free for qualifying students. Purple Beard bootcamps are designed for beginners, upskillers, and career changers, but some experience may be required for individual programs. All students must complete the pre-course modules before starting the programs. Purple Beard bootcamps are meant to provide students with the skills to find a role in the tech industry or upskill within their current roles. Career support is included in the curriculum with services like meetings with employment coaches, CV assistance, portfolio development, and access to a job network with non-public listings.
UC Santa Barbara Professional & Continuing Education 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.
WebForce3 is a training provider based in France offering full-time or part-time bootcamps covering topics like digital marketing (3 weeks), DevSecOps (14 weeks), web & mobile development (14 weeks or 32 weeks), full stack development (64 weeks), and data & AI intelligence development (64 weeks). The bootcamps can be completed online or in-person at one of WebForce3’s campuses across France, Belgium, and Luxembourg. WebForce3 also offers work-study bootcamps that place students with companies to give them practical experience with actual companies. WebForce3 has a variety of bootcamps designed for both beginners and students with experience. Some WebForce3 bootcamps require prior knowledge for admission. After submitting an application, students will take a short assessment followed by an interview before receiving a decision. WebForce3 is designed to give students the skills to find a job after graduation and employment services are included in the curriculum. Career training includes access to live coaching workshops, personal mentors, and internship placement. WebForce3 offers financing options for qualifying students.
Jovian is an online training provider offering part-time bootcamps in data science (24 weeks) and full stack development (36 weeks). These part-time bootcamps require a commitment of 20 hours/week. The Data Science bootcamp covers topics like Python, SQL, statistics, data analysis, and machine learning. The Full Stack Developer bootcamp covers topics like JavaScript, Node.js, React, data structures, algorithms, and cloud architecture.
Infosec Train is a tech training provider offering 4-week, live online, part-time bootcamps in cyber security and data science with Python & R. The Cyber Security bootcamp covers CompTIA A+ certification, networking, Linux, and cloud essentials. The Data Science with Python & R bootcamp covers topics like Python, R, Anaconda, Spyder, R-Studio, machine learning, and data visualization. Cohort sizes are limited to ensure quality of education.
Northern Illinois University Bootcamps by Springboard is a non-credit tech training provider offering online, part-time and self-paced bootcamps in cybersecurity (24 weeks), software engineering (36 weeks), data analytics (24 weeks), and UI/UX design. The Cybersecurity bootcamp covers topics like threat modeling, red vs. blue, authentication, system vulnerability remediation, and CompTIA Security+. The Software Engineering bootcamp covers topics like JavaScript, Python, Flask, SQL, Node.js, Express, React, and data structures. The Cybersecurity bootcamp includes a voucher to sit the CompTIA Security+ exam after graduating from the bootcamp.
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