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 which may be too large for traditional statistics to analyze. This data is often referred to as “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.
Many Data Scientists start their careers in academia – if you have a bachelor’s degree or PhD in a quantitative field, then you’re already close to a data science career. A data science fellowship like The Data Incubator or Insight Data Science would be fantastic options.
Most data science bootcamps require students to have a degree in STEM and an aptitude for math and statistics. If you don’t have a quantitative degree, then you should sharpen your math skills like linear algebra, calculus, statistics, and probability. Then, you’ll be ready to apply to a data science bootcamp.
While a Master’s in Computer Science with a specialization in Data Science typically takes 3 years to complete, data science bootcamps are typically intensive 3- to 6-month programs. Data science bootcamps often offer career assistance, and prepare graduates for entry-level and junior data science jobs, such as Data Analyst, Data Scientist, and Data Engineer.
A data science bootcamp is not a traditional coding bootcamp. In addition to learning programming languages, such as Python and/or R, data science bootcamps teach students how to extract valuable knowledge from large datasets using analytical and programming skills.
The best data science course for you depends on your own learning style, career goals, availability, etc. Here's our advice for choosing the data bootcamp:
Red Flags – instructors don't have enough experience or qualifications, projects don't use real-world datasets, or the bootcamp can't tell you about past student career success.
|“I would definitely do it again in a heartbeat. It was definitely worth the money. The learning environment, having the type of classmates that you can learn from, the instructors — you definitely couldn’t have gotten it just by learning on your own.” Itelina, graduate of Metis|
|“I can say that, for me, 100% it was worth it – but I will say the boot camp is also about the work you’re putting in and the goals that you have. I really wanted to sponge off of the people around me – not just the teachers, but also all these PhD students around me. It was the most intelligent group of people I’ve been around in such a small space before. I’ve never had such an amazing opportunity.” Sumanth, graduate of NYC Data Science Academy|
|“I definitely think I needed Galvanize. Because I wanted to break into the tech industry, having Galvanize on my resume along with the skills I learned there, bolstered my ability to get a job.” Rosie, graduate of Galvanize|
|“For me, It was totally worth it. I would do it all over again. IE in particular taught me a lot more than how to use Python and SQL. It teaches the technical skills, but at the same time it gives you access to professors that are going to make the process a lot less frustrating and more fun so that you have the motivation to keep going. Plus all of the extras. You get to network with companies and those companies come to give talks. I made a lot of friends in this bootcamp, too.” Inna, graduate of IE Data Science Bootcamp|
Full-time, immersive data science bootcamps typically cost between $10,000 and $20,000. 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 and The Data Incubator.
With everyone from businesses to non-profits to the government collecting data, there is high demand for turning that data into smart business decisions. There is 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 exact same job titles. Common job responsibilities of data scientists include data engineering, data cleaning, and data analysis. Here is a list of the most frequent data science job titles for bootcampers:
|Data Science Job||Average Salary|
|Data Science Analyst||$80,265|
|Senior Data Scientists||$105,909|
According to Josh Wills, Director of NYC Data Science Academy, a data scientist is a “person who is better at statistics than any software engineer and better at software engineering than any statistician.” While math skills 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:
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ASI Data Science offers a full-time, 8-week data science fellowship in London, England. The program takes top PhD graduates and software engineers through an intense data science and data engineering curriculum in order to apply skills learned in any industry. Each...Read our Full Review of ASI Data Science
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...Read our Full Review of GeeksHubs Academy
The Python Academy offers a 12-week, online Python for Data Science program. This program has been created for students who are serious and dedicated to becoming fully proficient in Python. In the program, students will learn Python foundations, Python for data...Read our Full Review of The Python Academy
Mindteck Academy offers live, instructor-led online courses on a rotational basis in Machine Learning, Hadoop, Spark, Scala, Python, MongoDB, DevOps, and full stack Java. Students who are motivated and committed will learn marketable skills that will jumpstart or...Read our Full Review of Mindteck Academy
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,...Read our Full Review of KnowledgeHut
UT Dallas offers live online 26-week Cybersecurity, Coding, Data Analytics, and DevOps bootcamps. Classes meet virtually on some weekday evenings and Saturdays.
UT Dallas bootcamps are intended for beginners. Applicants must be high school graduates or GED...Read our Full Review of UT Dallas Tech Bootcamps
CODE offers full-time, year-long programs in software engineering, interaction design, and product management in Berlin, Germany. Students will have the ability to solve real-world problems by crafting code in multiple environments and languages, identify user needs...Read our Full Review of CODE
Heicoders Academy offers an 8-week, live online bootcamp based in Singapore. Students can choose between courses that teach AI or full stack web development. Classes are held once a week through Zoom for three hours. The AI track teaches students how to use Python for...Read our Full Review of Heicoders Academy