25 Best Data Science Bootcamps To Consider In 2024
Top 25 Best Data Science Bootcamps To Consider In 2024. Many data science bootcamps have rigorous admissions processes and require applicants to have a degree in STEM. Some of these programs are actually data science fellowships, which require a post-graduate degree (like a PhD), and are free for students transitioning from academia into industry.
Data science bootcamps offer short-term, immersive, and career-oriented education on in-demand programming languages and data science technologies. The best data science bootcamps focus on things like Python, SQL, and machine learning.
What Is a Data Science Bootcamp?
A data science bootcamp is an immersive form of learning that helps students gain career-specific skills. Rather than teaching you all there is to know about computer science, a data science bootcamp will cover the exact skills you need to excel in your dream career. Depending on the school, you can attend a data science bootcamp online or in-person, on a full-time, part-time, or self-paced schedule.
Best data science bootcamps of 2024
1. BrainStation Online Data Science Bootcamp
The BrainStation online bootcamp covers (almost) everything you need to start your career as a data scientist: a project-based curriculum, extensive career coaching and interview prep, as well as the opportunity to network with industry experts. You’ll attend live classes and lectures through the virtual classroom, exploring data fundamentals, machine learning techniques, and big data.
2. Springboard Data Science Career Track
Ideal for Career-changers with experience in statistics and programming. The Springboard Data Science Career Track spans six months on a part-time basis, promising a project-based curriculum, unlimited one-to-one mentorship, and a job guarantee (or your money back). The curriculum is split into 18 units, covering topics such as data wrangling, storytelling with data, statistics, and machine learning.
3. Udemy Complete Data Science Bootcamp
Ideal for complete beginners looking for a self-paced course. The Complete Data Science Bootcamp is part of the Udemy for Business collection. The course promises to provide “the entire toolbox you need to become a data scientist”—including on-demand video lessons, articles, and downloadable resources. You can work through the curriculum at your own pace, starting with a broader overview of the data science field before honing in on the specifics such as statistics, Python, and deep learning.
4. NYC Data Science Academy Data Science Bootcamp
Ideal for career-changers with a large budget. The NYC Data Science Academy offers two flexible routes of study. The first is a 12-week intensive, with daily classes that are taken either in-person on campus, or remotely through live Zoom classes. The second option is distance-learning-only, which is completed either full or part-time over 4-6 months.
5. INE Data Science Courses
INE is best described as a content library, offering an extensive database of data science courses. Through video lessons, projects, exercises, and quizzes, you’ll get a solid introduction to data science with a heavy focus on Python. Learning is entirely self-paced, but the courses lay out a logical path for you to follow—starting with an introduction to programming with Python before moving on to topics like functional programming, scientific computing with NumPy, and data cleaning with Pandas.
6. Flatiron School Online Data Science Bootcamp
Throughout this bootcamp, you’ll cover core data science topics such as Python and SQL, machine learning, big data, and natural language processing, culminating in a data science advanced project. You don’t need any prior experience to apply, but you will need to demonstrate some data science knowledge in order to be accepted onto the course. Prospective students are also required to complete a pre-work course before the bootcamp begins.
7. Thinkful Data Science Flexible
Ideal for career-changers looking for flexible study. One of the more affordable options on our list, the Thinkful data science bootcamp offers a flexible pathway into the industry. You’ll learn at your own pace on a part-time basis, building up your knowledge over the course of six months. You’ll receive one-on-one mentorship throughout, graduating with a professional data science portfolio.
8. General Assembly Data Science Immersive Online
If you’re looking for an intensive, immersive learning experience, you’ll want to consider the General Assembly online data science bootcamp. You’ll connect with instructors and fellow students in real-time via the interactive classroom, delving into topics such as Python, statistical modeling, decision trees, random forests, and more. Over the course of three months you’ll tackle five projects,building a professional data portfolio in the process. And, to help you with your career-change, you’ll work one-on-one with a career coach.
9. CareerFoundry Data Analytics Program
Ideal for career-changers with no prior experience. While this isn’t a data science bootcamp, this Data Analytics Program does teach many of the fundamental concepts crucial to data science—making it a great starting point if you’re completely new to the industry. In fact, many professionals in the field start out as data analysts before transitioning to data science. You’ll start from the very beginning, learning how to prepare and analyze data, before moving on to SQL, Python, and interactive dashboards.
10. Dataquest Data Science Learning Path
Unlike many of the bootcamps on our list, Dataquest works on a subscription basis, allowing you to learn affordably and flexibly at your own pace. The “Data Scientist in Python” learning path contains a variety of different courses, each teaching a crucial data science skill. Course topics include Python fundamentals, data cleaning with Python, SQL, statistics, and machine learning—to name just a few.
11. SIT Academy
Designed for recent graduates, entrepreneurs, and practitioners seeking to expand their existing skill set, SIT Academy offers a full-time, 12-week data science bootcamp with classes Monday through Friday. On-site courses are available in Munich. Remote courses are also available. The course includes instruction in statistics, machine learning, natural language processing, deep learning, Python, and R.
12. Data Science Dojo
Data Science Dojo is one of the shortest programs on this list, but in just five days, Data Science Dojo promises to train attendees on machine learning and predictive models as a service, and each student will complete a full IoT project and have the chance to enter a Kaggle competition.
13. The Dev Masters
The Dev Masters bootcamp is tailored for professionals who want to learn the most relevant skills for the current job market. You’ll work closely with industry professionals in an “applied labs” setting to gain hands-on experience. The Dev Masters offers a six-week project-based learning program, which requires some knowledge of Python, machine learning techniques, and how to clean and process data.
14. DataScientest
Based in France, DataScientest offers training courses for data analysts, data scientists, data engineers, and data management. The hybrid courses combine coached e-learning with content from an SaaS platform, personalized master classes, coaching sessions, and workshops. The courses all grant a certificate from La Sorbonne. The nine-week data analyst course provides an introduction to Python for data science, data visualization, machine learning classification, PySpark, and ML on text data.
How Much Does a Data Science Bootcamp Cost?
Data science bootcamps cost between $500 and $30,000. The average cost across all coding bootcamps is $11,727. If the data science bootcamp price is too expensive, the data science bootcamp you want to attend may offer financial aid plans that accommodate you.
How Do I Apply for a Data Science Bootcamp?
Although the data science bootcamp application process will differ depending on the school you apply to, there are some common steps.
- Fill out the data science application online for your bootcamp of choice. This application will include basic information about you, including your educational background and desired program.
- Interview with a member of the data science bootcamp admissions team. This could be a behavioral interview and/or a technical interview. Behavioral interview questions will be about your career goals and why you chose the data science bootcamp you did. Technical questions cover your programming and data science skills.
- Take a technical assessment. This is not a requirement for all bootcamps, but many schools use a technical assessment to test the data science skills you already have.
- Complete any necessary pre-work and secure your spot in the data science bootcamp of your choice.
Will a Data Science Bootcamp Help Me Get a Job?
Yes it can get you a job. The best data science bootcamps help students land data science jobs. Most bootcamps offer career services like resume help, interview preparation, and contract negotiation. Access to these services will prepare you for the data science job market. Many of the best data science bootcamps even have corporate partners that recruit from their graduating classes.
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