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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Le Wagon is a global tech training provider that offers full-time, in-person and online bootcamps in Web Development, Data Science, and Data Analytics. Le Wagon also offers part-time courses in Web Analytics, Python & Machine Learning, Growth & Data Automation, and Data Analytics Essentials. Le Wagon is aimed at individuals seeking to change careers or acquire specific skills. Le Wagon’s training has helped more than 18,000 students accelerate their careers, transition into tech, or launch startups. Le Wagon was founded in 2013 in Paris, and now has in-person campuses in over 40 cities and 25 countries.
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“Amazing AI Bootcamp Experience”
My experience with Le Wagon’s AI bootcamp was fantastic. The quality of the online courses, the physical spaces, and actually all small details were well-thought-out and top-notch. The instructors ...
BrainStation is a global digital skills training and workforce transformation provider that offers bootcamps and courses in data, design, development, digital marketing, product, cybersecurity, artificial intelligence, and leadership both online and at state-of-the-art campuses in New York, London, Miami, Toronto, and Vancouver. Established in 2012, BrainStation has worked with over 500 instructors from the most innovative brands to develop cutting-edge, real-world digital education. Whether students are looking for career transformation or professional development, BrainStation has a learning option, with full-time diploma programs, part-time certificate courses, and specialized skills training.
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“A life-changing experience”
The BrainStation Software Engineering bootcamp has been a life changing experience. The courses were detailed, relevant and very hands-on. It is quite intensive but I'm glad I took the chance even ...
Springboard is an online learning platform that prepares students for the tech industry’s most in-demand careers with comprehensive, mentor-led online programs in software engineering, data science, UI/UX design, cybersecurity, tech sales, and more. All Springboard courses are 100% online, remote, and self-paced throughout an average of 6-9 months. Springboard acts as a support system, coach, and cheerleader for working professionals who are ready to level-up or make a major career shift. Students have access to a unique community of industry mentors, thought leaders, and alumni, who are on hand to offer insights, networking opportunities, and support throughout the program and well past graduation. Every Springboard student is matched with a personal student advisor and industry mentor who guides them throughout the program through regular video calls.
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“Good Course Better Career Prep”
• My background in physics, research, and engineering helped me feel well-prepared for the course.• While a strong foundation in math was beneficial, it wasn’t absolutely critical for success.• The...
Edureka offers instructor-led, live online bootcamps in Full Stack Web Development (8 weeks) and AI & Machine Learning (44 weeks). The Full Stack Web Development bootcamp is completed in 8 weeks, and requires a time commitment of 20-30 hours per week. The AI & Machine Learning bootcamp is completed in 44 weeks, and requires a time commitment of 8-10 hours per week.
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“Post Graduate Program in DevOps”
"I recently completed the Post Graduate Program in Cloud Computing and DevOps with Edureka, and it has been a transformative learning experience. The course is comprehensive, covering a broad range...
Ironhack offers full-time and part-time bootcamps in Web Development, UX/UI design, Data Analytics and Cyber Security in Madrid and Barcelona (Spain), Paris (France) Mexico City (Mexico), Berlin (Germany), Amsterdam (Netherlands), Sao Paulo (Brazil), Lisbon (Portugal) and remotely. Ironhack uses a customized approach to education by allowing students to shape their experience based on personal goals. Students who graduate from the Web Development Bootcamp will be skilled in technologies like JavaScript, HTML5 and CSS3. The UX/UI program covers Design Thinking, Photoshop, Sketch, Balsamiq, InVision, and JavaScript. Data Analytics covers data wrangling/cleaning, APIs, web scraping, and intermediate topics in Git, MySQL, Python, Data visualization, Panda, and Machine Learning. The Data Analytics program allows students to load, clean, explore and extract valuable insights from datasets and cultivate languages, such as Python, SQL and Tableau. The Cyber Security course provides students with the hands-on skills they need to land a job in the growing cybersecurity industry. In the Cyber Security course, students will develop the most in-demand knowledge to be part of any company's cybersecurity workforce and become a cybersecurity professional.
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“Unique experience with Ironhack Lisbon's on-site bootcamp”
I don't even know where to start describing the experience of the last 9 weeks in the IN-PERSONtial UX/UI design bootcamp at Ironhack Lisbon. The quality of the training program is unbeatable. The ...
Simplilearn’s Masters Programs are live online, interactive learning for Full Stack Web Development, Data Science and Analytics, AI and Machine Learning, Big Data Cloud Computing, Cyber Security, Project Management, Digital Marketing, among others. Simplilearn’s efforts are focused on helping people acquire the skills they need to thrive in the digital economy. Each program comprises of live online classes from world-class industry practitioners and highly-rated trainers, integrated online labs, projects, case studies, industry masterclasses and 24/7 support to offer learners the best chance at succeeding in the professional world. This practical and outcomes-focused approach has resulted in 85 percent of learners reporting career benefits including promotion or a new job.
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“Engaging and Practical CBAP Prep Course with Room for Improvement ”
(PG BA - CBAP® - Certified Business Analysis Professional [IIBA Accredited Course] OCT 2024 batch 1)I recently completed the CBAP prep course with Seema Pandey and was impressed by her engaging te...
Great Learning offers online, career-relevant programs from world-class universities in data science, artificial intelligence, machine learning, management, cloud computing, cyber security and design thinking. It was created in 2013 with the aim of making current professionals future-proof, and to help people gain practical skills in an ever-expanding field. Great Learning students receive weekly mentorship sessions with industry experts, hands-on experience with industry-relevant projects, and small class sizes.
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“Superb, enlightening, Innovative”
This program employs a superb teaching style. It is a great program if you want to upskill and become more effective in research or industry. The learning curve is not too steep for those with a ba...
Correlation One offers a part-time, live online Data Science For All bootcamp taught by instructors from universities, such as Harvard, Columbia, and MIT. Bootcamp classes are taught on Saturdays from 10 am to 8 pm. The total weekly time commitment, including out of class work, is approximately 15 hours. Data Science For All students will work in small teams on projects to solve real world data and AI challenges. Students will create a project to showcase their skills to potential employers.
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“Data Analytics ”
I had an amazing experience learning through Correlation One’s Data Analytics course. Every step of the way someone was there to help me learn and grow in the field of data. Every staff member genu...
General Assembly is a technical education provider that teaches students the skills, career advice and networking opportunities needed to make a career change into a tech role, in as little as three months. General Assembly offers part-time and full-time bootcamps and short courses in web and mobile development, product management, data science, and more. The bootcamp experience is led by instructors who are expert practitioners in their field. Students should expect to build a solid portfolio of real-life projects. Since 2011, General Assembly has graduated more than 40,000 students worldwide from the full time and part time bootcamp.
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“great opportunity for career change”
The course was full of practical content coming from latest technologies used in industry. I have to put my 120% to learn new things covered in the course. it started from basic things like html an...
KnowledgeHut offers a flexible, online full-time and part-time bootcamps in Full Stack Development, Front End Development, and Back End Development. KnowledgeHut curriculum is a mix of live instructor-led sessions, on-demand self-learning, auto-graded assignments, guided hands-on exercises, and more than 12 projects. Bootcamp students also receive two hours of 1:1 mentor support each week.
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“Perfect Learning Platform”
I have completed the CSM course from KnowledgeHut and I am happy that i chose them. The course was smooth and informative. I scored 98% in the final test obtaining the CSM certification. Totally re...
Founded in 2012, Coding Dojo is a global technology education company that offers programs in Software Development and Data Science. Students can choose to learn coding languages in Python, JavaScript, Java and C#/.NET Core, or dig deeper into data and visualization in Python. In addition to an extensive curriculum, students collaborate with peers, join interactive lectures with instructors, have unlimited support from career services, and access to Teaching Assistants seven days a week.
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“this is a BOOTCAMP”
As an individual coming from NO computer background what-so-ever, I want to share my experiences.First of all, I have a great support system at home that allowed me to focus 100% on this course fo...
Udacity offers Nanodegrees which are online immersive full-time and part-time programs, ranging from 12-24 weeks in length for students worldwide. Nanodegree courses are available in subjects like data science, artificial intelligence, programming, autonomous systems, business, and cloud computing. Udacity's approach to talent transformation incorporates projects based on real-world scenarios, guided by personalized mentor support with a focus on in-demand digital competencies in areas like AI, cloud computing, cybersecurity, programming, data science, and more. The custom learning program enables students to learn at their own pace, and manage monthly payments for their programs to fit their budgets.
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“very nice program”
It's a very nice program, but also challenging 🌹There are useful references and professors who explain well, when I submit the projects I catch what I've been missing out on It was a very wonderfu...
Flatiron School offers immersive on-campus and online programs in software engineering, data science, cybersecurity, and product design (UX/UI design). Flatiron School’s immersive courses aim to launch students into fulfilling careers by providing a robust career services framework and dedicated one-on-one coaching post graduation that is included as an added value with the tuition.
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“One of the best if not THE best bootcamp i ever enrolled in”
I joined ReCoded Algeria Bootcamp back in june 2017, currently i'm still a student in it and will hopefully graduate by December, the whole bootcamp was nothing but an amazing experience, from the ...
CourseCareers is an online modern learning platform that offers affordable, self-paced courses in technology sales and information technology. Students start by going through a free introduction course to learn about which career to pursue, then enroll in their desired, paid course. Students complete the course in a few weeks to a few months depending on how much time they commit. CourseCareers teaches students exactly how to land an entry-level position or internship by giving them insider knowledge of how to apply to companies, what to look for in resumes/applications, how to prepare for interviews, and so much more.
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“Inspiring, rewarding, and priming.”
This course was great, making me confident that my web development capabilities were solid. I think I may have taken two or three courses on reactJS and still couldn't do much of anything with the ...
Hacktiv8 is a tech training provider based in Indonesia that offers full-time bootcamps in Full Stack JavaScript, Data Science, and Performance Marketing. Hacktiv8 offers part-time programs in Web Development, Python for Data Science, React & React Native Basic, and more. The bootcamps are offered in Indonesian. Upon successful bootcamp completion, students will be recruited by one of Hacktiv8’s 800+ partner companies.
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“All is well”
I think this bootcamp is not beginner-friendly, but if you already have some basics in HTML, CSS, and Javascript, as well as experience to join, just go for it. You just need to prepare, and every...
TripleTen is a family of digital re-skilling products offering 20-46 week online Software Engineering, Quality Assurance, Business Intelligence Analytics, Data Analytics, and Data Science programs. TripleTen helps people with versatile backgrounds learn a new profession online and kickstart a sustainable career in tech. Each bootcamp includes full access to an interactive online platform, real-life projects, tutor support from experienced developers, code reviews, online webinars, and live coding sessions. TripleTen stands on the quality of the programs; if a student doesn't secure a position within six months of graduating, TripleTen guarantees to refund their money.
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“Amazing feeling”
I am an accounting professional and student TripleTen, but I didn’t realize how much the field of Data Science could help me analyze a company in greater depth. Now, I can assess investment risks ...
Makers Academy is a highly selective, tech program which teaches Software Engineering, Data Analytics, DevOps (or Cloud), and Test Engineering online and in hybrid cohorts at their campus in London, England. Makers Academy is creating a new generation of tech talent who are skilled and ready for the changing world of work. The academy is inspired by the idea of discovering and unlocking potential in people for the benefit of the 21st-century business and society. At the core, Makers combines tech education with employment possibilities that transform lives. The academy accepts only exceptional applicants into the course. While they are highly selective, they focus on a student's passion for becoming a developer by gauging their coding experience. Makers Academy offers apprenticeships through their bootcamps.
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“The Makers Experience”
The Makers Program is perfect for anyone wanting to kick-start their career in the tech industry!The course is extensive and positively challenging, the coaches are extremely knowledgeable, kind an...
The Tech Academy is a trade school headquartered in Portland, Oregon that offers full-time and part-time bootcamps online and in-person at their Portland campus. The Tech Academy offers part-time and full-time bootcamps in computer programming, website development, cybersecurity, game development, mobile development, data science, front-end development, tech marketing, and tech sales. The immersive experience aims to create well-rounded technology professionals, and also gives students the option to take the course at their own pace. There are also no set starts dates or rigid scheduling. Students can enroll at any time, study from home, and choose whatever study schedule they would like.
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“Thorough, personal, invested”
Like many of us looking to advance our careers and finding ourselves searching quick programs, I compared a few different companies looking at prices and reviews. I will always be grateful I chose ...
Clarusway is an IT training school based in Virginia, offering a variety of specialized programs in fields such as 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, Blockchain & Web3 Development, and Software Development Engineer in Test (SDET). Clarusway's goal is to provide affordable and effective IT training programs that give individuals the practical knowledge they need to succeed in their careers.
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“From Zero to Hero: My Journey with Clarusway Germany”
My journey with Clarusway Germany has been nothing short of transformative. Starting as a complete beginner, I have now become a proficient SOC Analyst, thanks to the comprehensive training and su...
La Capsule is a coding bootcamp offering 10-week, full-time Full Stack Web & Mobile Developer Bootcamp and 10-week, full-time DevOps Engineer Bootcamp in Bordeaux, Lille, Lyon, Paris, Nice, Marseille (France), Monaco and Brussels (Belgium). The signature pedagogy of La Capsule is project-based learning so students can have hands-on tech experience. Students will complete a project during each work of the bootcamp.
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“Structured, engaging, and effective training.”
I attended the Fullstack Web & Mobile Developer program at La Capsule from early September to November. Before joining La Capsule, I worked as an industrial draftsman and decided to transition ...
Coding Temple is an online technical training provider that offers pathways in Software Engineering, Data Analytics, Cybersecurity, and Quality Assurance with three different learning options available: Full-Time, Part-Time, and Self-Paced. Coding Temple’s approach focuses on accelerated learning; offering accessible, high-quality education, and is dedicated to building a pathway for individuals to secure high-growth tech careers by incorporating real-world applications into the students’ daily learning experience.
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“Best experience and Staff ever”
The first time I called them I thought they were a scam LOL but then they started to explain what they were all about and everything began to sink in. I hope everyone who reads this that are thinki...
NYC Data Science Academy offers 12-week, accredited data science and data analytics bootcamps in New York City and live online. NYC Data Science Academy is a nationally accredited Data Science Bootcamp in the U.S that teaches both Python and R. In the program, students will learn beginner and intermediate levels of Data Science with Hadoop, Spark, Github, Docker, SQL, R, and Python packages like XgBoost, Caret, Dplyr, Ggplot2, Pandas, Scikit-learn, and more. The program distinguishes itself by balancing intensive lectures with real-world project work and the breadth of its curriculum. The academy is well known for its industry project-oriented learning experience and well-immersed community established since 2013.
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“Career-boosting AI training”
My journey with NYC Data Science Academy began in 2018 when I enrolled in their Data Science and Machine Learning bootcamp. As a Biology PhD looking to transition into Data Science, this bootcamp b...
Bitlabs is an Indonesian-based tech training academy that offers 20-week intensive bootcamps in Data Analytics, Data Engineering, and Full-stack Web Development for aspiring beginners who want to start their career in tech. The students at Bitlabs will receive training and mentorship from industry experts working in top tech companies across Southeast Asia. Aside from practical skills, students will also learn important soft skills such as business knowledge and design thinking. Bitlabs also provides upskilling programs (4-6 week duration).
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“Pengalaman di Bitlabs Academy”
Melaksanakan course di Bitlabs Academy adalah sebuah pengalaman yang tidak akan saya lupakan. di course ini tentunya menghadirkan sosok inspiratif di dunia data analytic. selain itu, materi yang di...
WBS CODING SCHOOL is a live online, instructor-led bootcamp based in Germany offering courses in Web & App Development (17 weeks full-time or 26 weeks part-time), Data Science (17 weeks full-time or 26 weeks part-time), Data Analytics (13 weeks full-time), UX/UI Product Design (15 weeks full-time), and AI for Business (8 weeks full-time). Students have the option to access any of their 280 locations across Germany to complete their courses. WBS CODING SCHOOL's supportive instructors and staff provide guidance from teaching to career preparation, ensuring a friendly and inviting atmosphere. Students can also add German or English language classes to their bootcamp with our SpeakTech program.
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“A Life-Changing Data Analytics Journey”
Embarking on this data analytics journey has been truly transformative. From Basics to Breakthroughs. It empowered me with vital skills, and ignited a passion for uncovering insights through data!
HyperionDev offers part-time and full-time bootcamps in software engineering (6-12 months), data science (3-6 months), and web development (3-6 months) available online and in person at campuses in Johannesburg and Cape Town, South Africa. HyperionDev’s deep experience supports students’ ability to code and helps them achieve career-focused skills. Students will engage in tailored courses and coding exercises that integrate human-led code review. HyperionDev has partnered with organizations such as Google, Facebook, The University of Edinburgh, The Computer Science Association of South Africa, Oracle, and the South African Department of Education to ensure the highest quality standards.
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“No complaints.”
This bootcamp was super interactive and overall, very helpful. The student support system was consistent and available at all times. I honestly have no complaints at all since this was my first eve...
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