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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Magnimind is a 15-week data science bootcamp in Santa Clara, California. Students will learn core data science skills such as Python, SQL, Probability and Statistics, Linear Algebra, and Data Visualization. They will discover how databases are structured and model real data using common probability distributions. Students will also get to explore fundamental data types such as strings, booleans, lists, and dictionaries. Magnimind is meant for individuals with no previous tech experience, or career switchers interested in gaining the complete skill set needed to begin a career in data science.
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“Magnimind Machine Learning Mini Booth Camp”
The Mini Booth Camp arrangment is very punctual.... it contains fruitfull lesson and hands-on exercises.... recommend this so much to explore more about machine learning disciplines :).... If you i...
EducaciónIT offers live online bootcamp, with programs in Java Standard 11 Web Programming (7 weeks), Python Programming (4 weeks), Data Analytics (4 weeks), and Software Tester QA (4 weeks). All EducacionIT bootcamps require a time commitment of approximately 6 hours per week. These programs are taught by instructors who are industry professionals.
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“Gran espacio para el aprendizaje!!!”
Una de las mejores experiencias de aprendizaje.Excelente combinación de horas presenciales, material disponible en Alumni, y tareas orientativas para consolidar los conocimientos transmitidos en cl...
Maven Analytics is a technical skills provider that offers 10-week, online immersive programs to help students build job-ready skills with tools like Excel, SQL, Power BI and Python. The programs include a mix of self-paced learning and weekly live sessions, led by top instructors and career coaches from the Maven Analytics team. Students receive access to a private community and dedicated program guide, weekly goals and assignments, hands-on portfolio projects with personalized feedback, and a full year of access to the Maven Analytics platform.
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“Highly knowledgeable and supportive instructors”
I recently completed the Maven Analytics bootcamp, and the knowledge and skills I gained have significantly elevated my capabilites as a data Analyst. The program provided me with a solid foundatio...
WeStride is a bootcamp based in Thailand that offers a self-paced, online web development bootcamp. The bootcamp covers topics like HTML, CSS, JavaScript, React, Firebase, and responsive web design. Students will employ techniques like paired programming to help them learn important concepts and practice working as a team. The course has four projects and two of them will help build student portfolios before graduation.
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“Great learning experience!”
WeStride is a wonderful school and very affordable! I really appreciate the attentive style and my personal mentor and career coach; The curriculum was very comprehensive, even covering data struct...
Dallas Data Science Academy offers 12-week online Data Science and Machine Learning and Deep Learning with AI bootcamps. During the first six weeks of both bootcamps, students meet twice per week for 2 hours of live online instruction. For the next three weeks, students will work on their online certification course. For the final 3 weeks of the bootcamps, students will work on their real-life freelance project work.
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“Incredibly Supportive Learning Environment”
I had a great experience with Dallas Data Science Academy! The live online sessions were great for following along with the material and being able to have your questions answered in real time. It ...
WCoding offers a 12-week intensive coding bootcamp, as well as 4-week intensive or part-time coding courses in Seoul, Korea. The classes cover topics like HTML, CSS, JavaScript, Java, PHP, C#, libraries, frameworks, and project experiences with a team. WCoding teaches a range of computer languages that will prepare students for careers in coding. The 12-week program is a Foreigner Package designed for English speaking visitors to Korea, and the shorter courses are taught in Korean. Students can learn both front end and back end programming. The co-founders and instructors at WCoding are people with experience in the tech industry. All instructors are on-site and available to interact with students. The school also offers free technical English lessons for students who need extra language support. To sign up for the 12-week Foreigner Package, applicants need to complete an online form and pay a deposit. No experience is required for that course. The 4-week classes have various levels to help students decide which is best for them based on their prior experience. To register, students need to transfer tuition to WCoding or pay on site before classes start. There is no formal application process. WCoding offers tuition discounts for certain classes if students are the first, second, or third to sign up. The materials needed for class are a laptop, a pen, and paper. WCoding states that they want Korea to be a leader in the computer coding industry. The goal of the courses is to teach students what they need to know to be able to get a job as a computer programmer. WCoding helps their students to find jobs in Korea or abroad. They aid students in networking with employers in the hopes that they ultimately obtain careers. In addition, WCoding programs for tourists include Korean lessons and leisure activities.
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“Web Dev (Fullstack Intensive)”
Wcoding is an excellent introduction to the tech-world.Originally a marketer, I wanted to change my career and learn new skills in the wake of the Covid19.Being a total computer-illiterate, I joine...
Venturenix LAB is a training academy based in Hong Kong that offers an IT Coding Bootcamp (14 weeks), Data Science with Python (19 weeks), and Introduction to UX/UI (10 weeks). All of the courses are designed to be career-focused, so students develop the practical skill set they need to be valuable in the job market.
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“Data science with python”
Learning basic python programming, data structure. Collect data from web, a bit of SQL and reporting data in tableau dashboard. The class is pretty clear .
Applied Course is located in Telangana, India. Applied Course offers an Applied Machine Learning bootcamp, which has 150+ hours of material covering the fundamentals of programming, data science, data visualization, natural language processing, neural networks, data mining, and deep learning. The Applied Machine Learning course is taken online, but also includes 70+ hours of live sessions. Students of the Applied Machine Learning course are given real life case studies and assignments to practice their skills. Applied Course also offers a Gate CS Blended course, which is a preparation course for students who will be taking the Graduate Aptitude Test in Engineering (GATE) exam, a requisite exam in India.
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“CSM Successful Training”
I have been certified as Scrum Master through Knowledge Hut and the training offered me really great information on everything related to agile, lean and scrum. The schedule was very flexible and t...
GeeksHubs Academy is a coding school that offers 10- and 12-week bootcamps in Full Stack Development, Agile Project Management, Product Design, DevOps, Cybersecurity, and more. The full-time Full Stack Development bootcamp is taught in-person. The part-time Agile Project Management, Product Design, DevOps, Cybersecurity bootcamps are taught live online.
Hofstra University, 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.
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“Excellent experince”
This was the first data science course I have undertaken, and I must say, it was worth the while. There is a lot to study; the coaches provide extra materials that helps you understand everything....
HACK A BOSS is a Spain-based technology company offering 20-week, online bootcamps in Data Science & Artificial Intelligence and Back End Development. The mission of HACK A BOSS is finding, generating, and developing the best technological talent in Spain and around the world. The bootcamps are taught in Spanish. In addition to technical skills, HACK A BOSS helps students develop their soft skills, learn to work collaboratively on code, develop projects, expand their portfolio, and network with companies.
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“MI EXPERIENCIA HACK A BOSS”
Elegí el curso de full stack porque me encanta programar y ¡la verdad es que no me arrepiento! Todo fue muy fácil desde el principio, la gente que me atendió fue súper amable y me ayudaron con todo...
CampSite is an online technical school offering a 12-week, full-time and 20-24 week, part-time bootcamps in Full Stack Development and Data Science. CampSite was designed for career changers as well as anyone looking to upskill their career. The bootcamps are hands-on and project-based, and teach student Agile methodology.
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“Best live bootcamp!”
Today, after the Bootcamp is over, I can say that I was not wrong in choosing Campsite to start this new path. Not only because of everything I learned on a technical level, but also because of the...
Masai is an India-based tech school offering 30-week, live online bootcamps in full stack development and data analytics. The data analytics bootcamp is available part-time, and the full stack development bootcamp is available full-time or part-time. Students will complete projects during the course to give them real world experience. Classes are primarily conducted in English.
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“Best Curriculum”
Masai is a great example that replenishes the fact, "The more you sweat on training, The less you bleed in battle". Being a student doesn't feel like a student but more like a newbie in corporates...
Masterschool is a Germany-based tech training provider offering live online bootcamps in data science, data analytics, software engineering, web development, AI engineering, cloud engineering, QA engineering, cybersecurity, digital sales management, and more. These immersive online training programs provide the skills students need to build a new career in tech. Students will also participate in a 8-week industry internship. Programs are taught in English and German.
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“The company steals money”
I got a mail today from masterschool. I will share important part here then you can decide yourself."If we do not receive your monthly employment update, we should assume your income is twice the m...
Northeastern Illinois University, Office of Community & Professional 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.
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“Great Community and lots of resources ”
The weekly live classes with the coach were very helpful. Then they do additional live session which are not mandatory but id say is another great resource to understand the courses better. And the...
XDi – Experience Design Institut – is an online, Germany-based tech training provider offering self-paced bootcamps covering topics like user experience, product & project management, digital marketing, and data analytics. Courses are completed online on a learning management platform. While XDi's courses are self-paced, they can be taken on a full-time (3.5 months/30 hours per week) or part time (7 months, 15 hours per week) schedule. Courses start every Monday. XDi also offers short live online and in-person courses for students interested in specialized training.
Woz U is an EdTech enterprise that offers 33-week online software development, cybersecurity, and data science courses. Students will learn full stack development including HTML basics, CSS, Java, Javascript, and C#. The data science bootcamp covers tools such as Python, R, SQL, and NoSQL with Mongo and Node.JS. Woz U was founded by Steve Wozniak who, in 1977 with Steve Jobs, created the first personal computers at Apple. Woz U’s mission is to disrupt the current education model and create a new learning ecosystem to elevate human capital in technical careers. Woz U aims to revolutionize education by providing organizations with affordable technology curricula and training to offer to students and employees. Woz U's Education-as-a-Service business model is designed to help governments, schools and businesses sustain their ever-changing technical skill gaps and talent demands.
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“Ready for Data Analysis”
From the moment that I begin my journey last August to working towards attaining my certification I was excited. It is not an easy decision to learn a new skill or pursue a different line of educat...
OdinSchool is an upskilling platform that offers live online, 24-week, part-time programs for data science and full stack development. OdinSchool helps people launch, transform, and propel their careers in high-growth domains. Their bootcamps focus on effectively mobilizing skills, resources, and knowledge to produce candidates who can stand out in the hyper-competitive tech sector. OdinSchool is also committed to becoming a trusted source of skilled talent for the Indian industry.
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“My experience in Data Science Bootcamp”
As a participant in this Data Science bootcamp, I'm almost at the end of it. Foremost, I must highlight the unwavering support extended to me since my time of enrollment. The team has been diligent...
ID Bootcamps offers multiple bootcamp options including Programming and Full Stack Web Development, Data Science and Machine Learning, Cybersecurity and Ethical Hacking, DevOps, Development of Mobile Applications (iOS and Android), and UX/UI Design and Product Management. All ID Bootcamps may be taken as full-time (12 weeks) or part-time (36 weeks). Students may choose to take any bootcamp either online or in Madrid, Spain. Remote bootcamp classes take place over live stream.
Cogent University offers 10-week, live online bootcamps in Full Stack Java Development and Data Analytics for those wanting a career in tech. Cogent University's Java bootcamp provides students the opportunity to learn Java Full Stack in a job-ready, immersive environment with a live instructor. The bootcamp includes weekly pair programming and 1:1 behavioral support to assess a student's specific needs. The Java bootcamp curriculum includes Core Java, Database (MySQL), JEE, ORM (Hibernate), Spring framework, Spring Boot and Microservices, JavaScript, Angular, AWS, Docker, Kafka and Kubernetes. The Data Analytics bootcamp covers data wrangling, data visualization with Tableau and Python, quantitative modelling, and more.
Newton School is an India-based tech training provider offering a 14-week, part-time, live online data science & AI certificate course. The Data Science & AI Certificate course covers topics like data analytics, Python, SQL, Excel, PowerBI, Numpy, machine learning, and deep learning. Students will complete real-world projects throughout the course to reinforce the concepts they cover.
Xccelerate is a Hong Kong-based immersive coding, data science/machine learning, and UX bootcamp providing 6 to 16-week part-time and full-time courses. Xccelerate was founded with the mission to bridge the talent gap in Hong Kong, China. With its education-to-employment model, Xccelerate uses a flipped classroom pedagogy to intensively train students from all backgrounds, and place them in high impact roles. The curriculum encourages students to listen, apply their skills, and ask questions. All courses are moderated by in-person instructors who are available to guide students’ learning. Courses are held at naked Hub, Asia's network of premium co-working spaces which have an emphasis on sustainable design and wellbeing.
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“Like Minded People”
Was looking for an in-person DataScience bootcamp to keep me committed (to my career switch) and to meet like-minded people interested in ML and AI in HK. Happy to report that Xccelerate delivered ...
Colorado State University Pueblo, Extended Studies 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.
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“I Love how detailed it was”
Before taking this course, I was a novice in Cybersecurity, but after I completed the course, I became very knowledgeable in privacy, security, and anonymity and more. Thanks to this course, I now ...
Imarticus Learning offers live online, instructor-led full-time and part-time bootcamps in Data Science and Data Analytics. Imarticus Learning offers a unique teaching methodology, which includes immersive live lectures (online and offline), peer-to-peer discussions, industry-oriented seminars, capstone projects, guest lectures, soft skills training, and more. They offer courses that are specially designed to provide learners with best-in-class, holistic learning experiences that will enable them to chart strong career paths.
Skillslash is a technical skills course provider based in India offering 24-week, live online programs covering topics like data engineering, advanced data science & AI, full stack development, cloud and DevOps, digital marketing, and cyber security. Students will complete over 15 projects and have the opportunity to work for businesses to receive real-world work experience.
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“Review for Python workshop”
Thank you for giving knowledge about the python and this helped me alot to Understand about python, The way of teaching and clarifying our doubts clearly is soo, Good. This workshop gave me a good ...
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