Career Tracks

Data Science

101 What Is Data Science?

Data science is a multidisciplinary field that combines computer science and math. The objective of data science is to pull insightful and useful knowledge out of datasets to make smart business decisions. The average salary of a data scientist is $80,265.

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What Is Data Science?

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. 

How to Become a Data Scientist

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. 

Master’s in Data Science vs Data Science Bootcamps

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. 

How to Choose a Data Science Bootcamp

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:

  1. Narrow down your options – you can rule out some bootcamps based on location, cost, and time commitment.
  2. Examine the curriculum – does the bootcamp teach the most modern data science languages (Python or occasionally R), tools (Hadoop, Spark, Tableau etc), and topics (machine learning, data engineering, etc).
  3. Ask About Projects – communication is so important in data science, and projects are a great way to walk a hiring manager through your thought process and experience. At a good data science bootcamp, you'll build at least 2-3 projects using real-world data sets!
  4. Meet the Instructors – do the bootcamp instructors have qualifications like quantitative degrees, masters degrees, or even PhDs? This is much more common in the world of data science bootcamps. Pro-Tip: Take an intro course or free workshop hosted by the bootcamp to really understand the teaching style.
  5. Ask About Outcomes – do past bootcamp graduates get jobs in data? Ask the school directly for their CIRR report or job outcomes report, read data science bootcamp alumni reviews, and even reach out to alumni on LinkedIn to ask questions.

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. 

Are Data Science Bootcamps Worth It?

 “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

How much does a data science bootcamp cost? 

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.

Data Science Jobs

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:

  • Junior Data Scientist
  • Senior Data Scientist
  • Data Engineer
  • Machine Learning Engineer
  • Data Scientist/Software Engineer
  • Big Data Analytics Consultant
  • Data Science Instructor
  • Decision Scientist
  • Data Analyst
  • Business Analyst
  • Business Intelligence Analyst
  • Data Journalist
  • Financial Analyst
  • Product Analyst
  • Database Administrator

Data Science Salaries

Data Science Job Average Salary
Data Science Analyst $80,265
Senior Data Scientists $105,909
Data Engineers $105,909

Data Science Skills

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:

  • SQL - SQL stands for Structured Query Language. SQL is designed for managing data in relational database management systems. SQL extracts data for data analytics and reporting. 
  • Hadoop - Hadoop is a suite of technologies used to manage data and execute programs in a cluster. Hadoop includes a file system designed for large datasets, the MapReduce system which allows for running programs in parallel, the SQL-like Hive database for querying data in a cluster, and other components.
  • Spark - Spark is a system for writing parallel programs to run in clusters. Spark has a powerful machine learning library, mllib, and can be used with R. 
  • Python and R - Both languages are equally important in data science! Python is used for computer science components of a data scientist’s job. R is used for building statistics packages and visualizations. Combining both Python and R greatly increases their range of capabilities.
  • Machine Learning - Machine learning is a set of algorithms that is put in place to analyze large sets of data. Many of these algorithms are built so that the machine learns to feed better data into later models, and ultimately make predictions about future events. 
  • Natural Language Processing - Natural Language Processing (NLP) is a method for pre-processing text to turn it into numerical data. NLP is also known as computational linguistics.
  • Data science math includes linear algebra, calculus, statistics, and probability.

FEATURED SCHOOLS

Schools may compensate Course Report for featured placement.

 

Displaying schools 201-225 of 360 in total

  1. 7
    Reviews
    4
    Courses

    Galactech is an online bootcamp based in Azerbaijan that offers programs in data analytics (12 weeks), artificial intelligence, front end development (16 wee... Learn more about Galactech.

    Kenan

    5

    Verified Via LinkedIn

    Says: Special opportunity for upskilling

    Don't hesitate to get service from GTS
  2. asigmo-logo

    Asigmo

    4.86
    7
    Reviews
    1
    Course

    Asigmo offers an 8-week, online Interactive Data Science bootcamp. The bootcamp is 8 hours a day, Monday through Friday. Asigmo bootcamp students will learn ... Learn more about Asigmo.

    Francisco Javier Farfan Orozco

    5Graduate - Online

    Verified Via LinkedIn

    Says: Data Science Trainee

    An overall great intensive data science training bringing as instructors experts in the area from all over the world. Covering languages of Python, R, SQL, Azur
  3. 7
    Reviews
    5
    Courses

    Zindua School is a training provider based in Kenya offering 25-week, part-time, online bootcamps in Data Science and Software Development. The Data Science ... Learn more about Zindua School.

  4. Emerson College Boot Camps offer a 24-week, part-time, data analytics course. The data curriculum includes programming in Excel, Python, R programming, JavaS... Learn more about Emerson College Data Analytics Boot Camp.

    Chaytan Aiyana Chaytan Aiyana

    5Applicant - Online

    Verified Via LinkedIn

    Says: Great Job! I Must Recommend Him For Others In Need Of His Services

    Special thanks to techspypro @gmail com for exposing my cheating husband. Right with me i got a lot of evidences and proofs that shows that my husband is a fuck

  5. UO Continuing and Professional Education Boot Camps offer noncredit, 24-week, part-time web development, data analytics, cybersecurity, and UX/UI courses. Th... Learn more about UO Continuing and Professional Education Boot Camps.

    Kristi Bar

    5Student - Course: UX/UI Boot Camp - Part-Time - Portland

    Verified Via LinkedIn

    Says: UX/UI Bootcamp Graduate Review

    Deciding to make a career pivot and follow my heart was exciting and terrifying. I carefully researched my options for a UX/UI Bootcamp that was credible and pa
  6. 6
    Reviews
    6
    Courses

    Code Academy Berlin offers six, in-person bootcamps of varying lengths in both Web Development and Data Science tracks. Bootcamps are held on campus in the R... Learn more about Code Academy Berlin.

    Nadine Hillenbrand

    5Graduate - Course: Web Development: Full-Stack Developer - Berlin

    Verified Via LinkedIn

    Says: 100% recommended!

    I remember my first day at CAB well. There had been a bit of disorientation in my life (my company didn’t survive Covid), and to be honest, I wasn't even sure i
  7. 6
    Reviews
    1
    Course

    Data Stack Academy is a training provider offering an online, 20-week, full-time data engineering bootcamp. The Data Engineering bootcamp covers topics like ... Learn more about Data Stack Academy.

    Chloe Le

    5Graduate - Course: Data Engineering - Online

    Verified Via LinkedIn

    Says: Great!

    I had such great a experience learning from Data Stack Academy. Par and Alma are very flexible and supportive. The course was really fun. I was able to learn a
  8. 6
    Reviews
    1
    Course

    RareSkills is an online training provider offering rigorous, 16-week, part-time blockchain bootcamps with optional extensions for specialized topics that tur... Learn more about RareSkills.

    Hari

    5Graduate - Online

    Verified Via LinkedIn

    Says: Difficult but levels you up significantly

    I joined a web3 company about a year ago and had to write some Solidity contracts as part of the job. I quickly realised how important it is to really understan
  9. 6
    Reviews
    2
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    Framingham State University offers a 20-week, part-time coding certificate and data science bootcamp located near Boston, Massachusetts. Students learn web a... Learn more about Framingham State University Bootcamp.

    Tatiana

    5

    Verified Via LinkedIn

    Says: 2019 Web Development Bootcamp

    The Framingham State University Bootcamp helped me expand my knowledge into Web Development! I've always wanted to learn more about how websites worked and this
  10. 6
    Reviews
    1
    Course

    Faculty Fellowship Programme offers a full-time, 8-week data science fellowship in London, England. The program takes top PhD graduates and software engineer... Learn more about Faculty Fellowship Programme.

    Julian Esteban Zapata Osorio

    5Graduate

    Verified Via LinkedIn

    Says: Data Science for All / Colombia

    Saludos, en el curso de analítica de datos puedo reconocer que fue una gran experiencia en la metodología que aunque había tomado antes cursos de manera virtual
  11. 6
    Reviews
    15
    Courses

    Upgrade Hub is a technical skills bootcamp based in Madrid, Spain that offers part-time and full-time intensive courses in Web Development, Data Analytics, C... Learn more about Upgrade Hub.

    Yash Sanap

    5Student

    Verified Via LinkedIn

    Says: Exceptional Learning Experience!

    Upgrad's Full Stack Development course offers a stellar learning experience, surpassing expectations at every turn. The curriculum is meticulously crafted, prov

  12. Berkeley Executive & Professional Education offers a 24-week, remote, part-time Machine Learning/Artificial Intelligence bootcamp. The bootcamp covers to... Learn more about UC Berkeley Executive Education | Bootcamps.

    Beenish Mehboob

    5Graduate - Online

    Verified Via LinkedIn

    Says: UC Berkeley Bootcamp

    My Experience with the Boot Camp:My experience with the boot camp has been nothing short of transformative. The curriculum is thoughtfully designed, covering a
  13. 5
    Reviews
    25
    Courses

    Noble Desktop is a NY State-Licensed technology training school in New York City providing full-time and part-time certificate programs in graphic design, we... Learn more about Noble Desktop.

    Gail Kearney

    5Graduate - Course: Web Design Certificate (NYC or Online) - New York City

    Verified Via LinkedIn

    Says: Highly recommend Noble's courses

    I have completed 2 certificate programs at Noble Desktop in NYC - a 90-hour front-end web design certificate that included classes in HTML5, CSS3, JavaScript an
  14. 5
    Reviews
    6
    Courses

    Takeo is an online tech training provider offering full-time and part-time bootcamps in the United States, Canada, India, and Nepal covering topics like AWS ... Learn more about Takeo.
  15. 5
    Reviews
    1
    Course

    Analytics Vidhya is a 28-week, part time Data Science Immersive bootcamp based in India. Live online classes are instructor-led and take place on weeknights ... Learn more about Analytics Vidhya.

    Swant Ranjan

    5Graduate - Course: Data Science Immersive - Online

    Verified Via LinkedIn

    Says: Knowledgeable Worthy professional

    Did training in certified Scrum Master, Great experience with great trainer, very knowledgeable and highly professional session Ms Jaya, the trainer on Knowledg
  16. 5
    Reviews
    10
    Courses

    Qwasar Silicon Valley offers remote online bootcamps that can be completed either full-time or part-time. Students of the part-time bootcamps can choose to m... Learn more about Qwasar Silicon Valley.

    Alex RosenfeldAlex Rosenfeld

    5Graduate - Course: Full Stack Development (Part-Time) - Online

    Verified Via GitHub

    Says: Excellent Value and Support

    Qwasar Silicon Valley was founded by a team of dedicated and genuinely thoughtful technologists who believe in the power of learning through experience, not lec

  17. The University of Adelaide Boot Camps offer part-time web development, data analytics, and cybersecurity courses. The full stack curriculum includes HTML, CS... Learn more about The University of Adelaide Coding Boot Camp.

    Julie Kent

    5Student - Course: Data Analytics - Part-Time - Online

    Verified Via LinkedIn

    Says: Empowering Data Transformation Journey

    Embarking on the journey of the Boot Camp in Data Analytics was a pivotal decision for me, catalysed by my growing impatience with relying on others for data in
  18. 42-logo

    42

    4.0
    5
    Reviews
    4
    Courses

    42 offers tuition-free technology education programs in Paris and Silicon Valley. 42 has no teachers or traditional classes. Instead, they use project-based ... Learn more about 42.

    Viclucas

    5Student - Course: Le Programme - Paris

    Verified Via LinkedIn

    Says: High lintensity training

    Very good programming school allowing you to become a top 1% engineer and land a high paying job in very good companies. Also teach you incredible useful top sk
  19. 5
    Reviews
    3
    Courses

    Techlent is an online education platform that provides self-paced, personalized data science bootcamps averaging around 12 weeks long. The Data Science Caree... Learn more about Techlent.

    David

    5Applicant - Course: Data Analytics Career Track - Online

    Verified Via LinkedIn

    Says: Business Analyst

    Received FLAG company's offer after training with Guo, Jacky and Kailin. They have been extremely helpful and responsible designing and teaching customized cour
  20. 4
    Reviews
    4
    Courses

    WeCloud Data offers a full-time, 12-week data science bootcamp in Toronto, Canada. The course covers Python, Machine Learning, Hadoop, NoSQL, Spark, and more... Learn more about WeCloudData.
  21. 4
    Reviews
    5
    Courses

    Since 2014, Preface Coding has been offering personalized programming training for adults, kids, and corporations. Preface Coding’s courses include Data Scie... Learn more about Preface Coding.
  22. 4
    Reviews
    3
    Courses

    Analytica Camp is a tech training provider offering online, part-time, 24-week bootcamps covering topics like data analytics, data science, and BI analytics.... Learn more about Analytica Camp.

    BABANGIDA IBRAHIM BABURA

    5Graduate - Course: Data Science Professional - Online

    Verified Via LinkedIn

    Says: An ausome knowledge hub

    My coursera experience has amazingly ausome. From the R coding classes to leadership and academic stimulating courses, I have gained a great insights and acquir
  23. 4
    Reviews
    2
    Courses

    IT Career Hub is a Germany-based tech training provider offering live online, part-time, 40-week Data Analyst bootcamps. The Data Analyst bootcamp covers top... Learn more about IT Career Hub.

  24. Arizona State University teaches a flexible, full-scholarship, hybrid online/in-person Digital Business Analyst bootcamp that guarantees graduates an intervi... Learn more about Cognizant/ASU Digital Business Analyst Bootcamp.

    Karthik Surya AKarthik Surya A

    5Student - Course: Cognizant Digital Business Analyst Certificate Program - Online

    Verified Via LinkedIn

    Says: Microsoft Powerbi Certification training and Tableau Certification training course and Data Analytics with R Programming.

    Edureka is one of the most useful online platform and teaching method is very well and the course content also very useful I have joined microsoft powerbi certi

  25. Dartmouth Engineering offers a 24-week, online Professional Certificate in Applied Data Science bootcamp. Students should expect to devote approximately 10-1... Learn more about Thayer School of Engineering at Dartmouth | Bootcamps.

    Erik Miller

    5

    Verified Via LinkedIn

    Says: worth it with realistic expecations

    It took a while for me to pull the trigger on enrolling. What sealed the deal was the 50% tuition rate offered, which cut the price from what felt like an outra

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