Data science has become one of the leading industries in the world in recent years. The demand for data scientists has gone up significantly as companies scramble to utilize big data. That has led to a trend of people opting for a data science bootcamp to catch up quickly.
Regardless of whether you’re a data scientist, data analyst, data engineer, or data architect, attending a data science bootcamp can upskill you. It’s a matter of utilizing your specialized skills for a united purpose.
Some massive companies tend to offer a data science job on the basis of you attending a data science bootcamp. Therefore, it’s not just about learning but also about improving your credentials.
In this article, we’ll go over the top data science bootcamps in 2021.
Let’s dive right in.
What Are the 10 Best Data Science Bootcamps of 2021?
Here’s a quick breakdown of the 10 best data science bootcamps in 2021.
- NYC Data Science Academy
- The Dev Masters
- Data Science Dojo
- Flatiron School
- General Assembly
Therefore, here’s a more detailed look into each data science bootcamp.
Price: $12.42 per month (Standard), $25 per user per month (Professional), and $33.25 per month (Premium)
DataCamp is an online learning platform that’s dedicated to providing data science courses, certifications, and bootcamps.
The company has designed its bootcamp for data professionals working in finance, healthcare, and technology. However, there is no restriction on the industries.
What’s good about DataCamp is that they focus on crucial data science skills; however, more importantly, they help you practice and apply said skills to real-world problems, giving you more practical and hands-on experience.
You can assess your skills, track your progress, complete interactive courses, and practice what you learn with daily challenges.
During the bootcamp, you’ll be learning about various programming languages, including Python, R, and SQL. Other than that, you’ll be learning about Tableau, Power BI, Microsoft Excel, Oracle, Git, Shell, Scala, Apache Spark, and Spreadsheets.
Furthermore, you can choose how you want to proceed with the bootcamp. For example, there are different career tracks for a data scientist, data engineer, machine learning scientist, data analyst, programmer, statistician, and more.
Other than that, you can master a specific skill, too, such as machine learning, marketing analytics, NLP, SQL fundamentals, data literacy, data visualization, applied finance, and more.
When you’re done, you’ll also receive the DataCamp data science bootcamp badge that you can display on your CV, LinkedIn profile, and website.
To learn more about DataCamp’s bootcamp, you can go here.
Duration: Six Months (500+ Hours)
Springboard is an online learning community that offers tons of courses, mentorship services, and more. Their data science bootcamp is a six-month online bootcamp that includes live 1:1 mentorship.
What sets Springboard apart is that they offer deferred tuition and a job guarantee. In other words, you have the option of paying for the bootcamp only if you land a data science job.
Their three biggest selling points include:
- Unlimited 1:1 mentor support
- Complete hands-on experience using real-world projects
- Career support and job guarantee through a dedicated career coach and career services
Most importantly, the practical experience will help you create capstone projects that you can put in your portfolio. You will be identifying problems, acquiring data, using machine learning for predictions, and create business impact through data storytelling.
There are some prerequisites for choosing the data science program. You need six months of active coding experience with programming languages like Python, Java, R, or C++. Other than that, you need a basic understanding of probability, descriptive statistics, and data distribution.
If you pay upfront, you can get a 16% discount on the bootcamp price. Furthermore, you can pay on a monthly basis throughout the six months. If you opt for a deferred tuition plan, you will be paying after you get a job, but the total price will be $12,500. Lastly, you can apply for a Climb Credit loan to finance the bootcamp and get low monthly payments.
You can learn more about Springboard’s data science bootcamp here.
Price: Free for Basic Lessons and $24.50 for Premium Subscription
Duration: Approximately 24 Weeks
Dataquest is a user-friendly learning platform that offers tons of free learning lessons. However, their data science bootcamp is a project-based program that has interactive coding challenges to help you learn better.
In a way, it’s also a coding bootcamp that teaches you Python and R. Other subjects include SQL, statistics, machine learning, Gut, and Command Line.
The course also includes one-on-one coaching from industry-leading instructors. They provide a step-by-step learning experience that helps students learn the necessary data science skills required. After that, you also get career coaching to help you decide on your career trajectory.
Primarily, you can opt for a data scientist, data analyst, or data engineer path. Depending on what path you choose, you will receive personalized online advice, resume reviews, project reviews, and answers to queries.
Most importantly, you get to have peer interaction through extremely active and helpful community forums.
By the time you’re finished, you’ll be well-versed in data analytics, relational databases, and machine learning modules. You’ll also be familiar with concepts like regression, algorithms, APIs, Matplotlib, and more.
To learn more about Dataquest’s data science bootcamp, you can go here.
4. NYC Data Science Academy
Duration: Online Bootcamp (Full-Time 16 Weeks and Part-Time 24 Weeks) and Remote Live Bootcamp (Full-Time 12 Weeks)
Platform: Online (New York City)
The NYC Data Science Academy is a renowned institute that’s known for providing excellent data science training programs and courses.
They have two different kinds of bootcamps depending on your needs. You can either opt for the online bootcamp that has full-length recorded lectures, mentor support, and live learning sessions with instructors. You can complete it full-time or part-time, depending on your schedule.
Alternatively, you can opt for the remote live bootcamp that has real-time instructions in Zoom rooms, daily interactions, full support, and an immersive learning environment. It’s a full-time bootcamp that spans 12 weeks.
You will be learning everything from data analysis and data visualization to Python, R, machine learning, and deep learning. Furthermore, there will be real-world, company-sponsored projects that you can work on for active experience.
There will also be an emphasis on Spark, AWS, Hadoop, and other software.
Other than that, you’ll also get lifetime career support, including interview prep, mock interviews, one-on-one resume reviews, and access to networking opportunities with hiring managers.
You can check out the coursework beforehand to get an idea of what you’re getting into.
If you want to enroll into or learn more about the NYC Data Science Academy, you can do so here.
5. The Dev Masters
Duration: 16 Weeks
The Dev Masters is a company that provides data-related services while also offering data science bootcamps and online courses.
With The Dev Masters bootcamp, you’ll be learning relevant data science skills according to the current job market. There will be an ‘applied labs’ setting where you will be working closely with industry professionals.
You can also opt for the project-based learning program that’s slightly less expensive. However, it mostly focuses on a single subject like Python or machine learning.
They also provide a dedicated training area where you can use various data science tools to solve problems. You can create better analyses, improve results, polish various software engineering skills.
Currently, the in-person bootcamp is available in three cities – Chicago, New York City, and San Francisco. You have to join the waitlist to be a part of the bootcamp, regardless of whether you can pay or not.
Other than that, the company will also assist you in your job search after the bootcamp is completed. From the start date to the end, someone will be there to guide you through the process.
Keep in mind that once you enroll, you have to see the bootcamp through. You cannot delay it or learn some part later because it’s all live.
If you want to learn more about The Dev Masters bootcamp, you can go here.
6. Data Science Dojo
Price: $3,799 (Dojo), $3,999 (Guru), and $9,999 (Practicum)
Duration: 16 Weeks
Platform: Online Live Sessions
Data Science Dojo is a dedicated academy that has campuses all over the world. They offer quick and affordable data science education to data professionals.
When you sign up for the bootcamp, you will be learning data science basics, data engineering concepts, and machine learning. They have an extremely comprehensive curriculum, real-world exercises, and an interactive learning environment.
It has a mix of lectures, live sessions, and hands-on exercises, offering you a practical learning experience.
Here’s a breakdown of what to expect.
- Instructor-led training
- Strong alumni network
- Dedicated office hours
- Programming tutorials
- Browser-supported coding
- Various exercises
- Publicly available datasets
- Access to blogs and learning materials
- Post-bootcamp tutorials
Furthermore, you will be able to pre-work to get started, hear war stories, learn about best practices, and learn data storytelling. Other than that, you will be learning statistics, mathematics, key tools, techniques, and cross-validation techniques.
More importantly, you will be introduced to topics like big data, the Internet of Things (IoT), and real-time analytics. Lastly, you will be learning evaluation metrics, KPIs, and how to deploy a working model.
You will also earn a certificate from the University of New Mexico (UNM) to prove your skillset; it’s worth seven Continuing Education Credits.
To learn more about Data Science Dojo’s data science bootcamp, you can go here.
Price: $18,500 for Full-Time and $7,900 for Part-Time
Duration: 5-6 Months
Thinkful is another online learning academy that offers plenty of courses and bootcamps on various subjects. Their data science bootcamp is a self-paced and project-based bootcamp that offers one-on-one mentorship, a strong peer network, and much more.
They offer both full-time and part-time bootcamps with varying weekly timings. If you are not able to launch a career after their bootcamp, your fee is slashed to zero.
You’ll be learning everything from analytics and experimentation to machine learning based on supervised learning.
If you opt for the full-time bootcamp, it will be a 5-month program where you’ll be giving seven hours a day for five days a week. There will also be 45-minute live video mentor sessions twice a week. Other than that, there will be daily live online lectures and workshops, while dedicated learning assistants will be helping you throughout.
The part-time bootcamp is self-paced to an extent and is six months long, with 15-20 hours per week. You’ll also get two 45-minute live video mentor sessions per week. If you want assistance, you can get it during optional office hours.
For full-time, you can pay the entire amount upfront or pay $4,000 per month. The deferred tuition option ensures you pay nothing until you’re hired. You can also apply for an Ascent Loan, income share agreement, or an income share agreement with living stipend.
As for part-time, you can pay upfront or $1,666 per month. Other than that, you can apply for deferred tuition and an Ascent loan.
If you want to learn more about Thinkful’s data science bootcamp, you can go here.
8. Flatiron School
Price: $16,900 (With $500 Deposit)
Duration: 5 Months (Full-Time) or 10 Months (Self-Paced and Part-Time)
The Flatiron School provides courses and online programs on tons of topics. They also have a very robust alumni network, creating a massive professional network.
Their data science bootcamp covers all the basic data science topics like Python, SQL, big data, machine learning, natural language processing, and deep learning. Since you don’t need any prior experience to apply, it goes over all relevant data science knowledge.
Along with a comprehensive curriculum and flexible learning, you also get career services. That means you can get a 1:1 session with a career coach and opt for employer pipelines, interview prep, and resume reviews.
To apply for the bootcamp, you need to:
- Submit your application
- Commit to a non-technical interview with an admissions representative
- Complete the data science admissions assessment
- Get your acceptance decision.
- Finish the enrollment process and choose a pace that works for you.
You will also get access to pre-work modules to prepare for the bootcamp appropriately.
For payment, there is a $500 deposit fee in all cases. You can either pay upfront or in installments for 12 months. If needed, you can try out the financing options and pay with a loan from Ascent or Climb.
If you want to learn more the Flatiron School’s data science bootcamp, you can go here.
9. General Assembly
Duration: 3 Months
General Assembly offers a wide variety of courses and programs based on your needs. Their data science bootcamp is known as one of the most immersive online bootcamps designed for data professionals of all levels.
You’ll be getting expert instruction, get 1:1 career coaching, and connected to top employers for better job opportunities. If you want, you can also apply for the bootcamp on-campus.
By the end of the bootcamp, you’ll have solved real-world problems, developed a better professional network, delivered a professional capstone project, and received job support.
In total, General Assembly has a complete admissions team, 19,000 hiring partners, 20,000 expert instructors, 50 career coaches, and a global network of 70,000 alumni.
Here’s a breakdown of the syllabus.
- 12 Hours of Online Tutorial (Pre-Work)
- Data Science Fundamentals
- Exploratory Data Analysis
- Classical Statistical Modeling
- Machine Learning Models
- Advanced Topics & Trends
If you pay for the bootcamp upfront, you’ll save $450. Alternatively, you can divide the tuition into three payments of $5,317. You can also apply for an income share agreement where there is a $0 upfront cost. The good thing is that you can also apply for scholarships and loans.
To learn more about General Assembly’s data science bootcamp, you can go here.
Price: $14,500 (Live Online) and $11,000 (Online Flex)
Duration: 10-Weeks (Live Online) and 20-Weeks (Online Flex)
Metis provides extremely detailed programs, courses, and bootcamps on several topics. Their data science bootcamp focuses on real-world skills and projects and uses big data tools and techniques.
You’ll be learning everything from Python to web scraping. By the time you’re done, you’ll have a project portfolio, will get career support until you’re hired, and join a lifelong community.
Here’s a breakdown of the syllabus.
- Exploratory Data Analysis
- Linear Regression & Web Scraping
- Business Fundamentals for Data Practitioners
- Machine Learning Classification
- NLP & Unsupervised Learning
You’ll also be learning about Python-related things like NumPy and Pandas. Other than that, you’ll be learning about Jupyter Notebooks, GitHub, and much more.
You can pay for the bootcamp upfront or opt for an installment plan. You can also get a financing plan or apply for a $3,000 scholarship.
To learn more about Metis’ online data science bootcamp, you can go here.
Do Companies Hire Bootcamp Grads?
Nowadays, a lot of companies have their own versions of data science bootcamps or collaborate with well-known bootcamps. The idea is to hire someone as soon as they graduate.
That allows companies to hire someone relatively fresh and mold them according to their organizational processes. Similarly, some companies pay to have their data professionals go through a bootcamp.
That is why a lot of bootcamp academies offer the $0 until you’re hired deal; they know everyone completing the bootcamp will get hired right after.
Whatever the case may be, attending a data science bootcamp not only helps develop crucial skills and expertise but also helps improve your credentials, on top of a data science certification.
Is a Data Science Bootcamp Worth It?
Since data science has become one of the most wanted professions today, the need for data scientists has increased tremendously. Since data science bootcamps are the quickest and most efficient way to get familiar with all things data science, they are worth it for most aspiring data scientists.
A data science bootcamp is designed to provide you with the fundamentals of data science while giving you a practical outlook of the industry. It’s essentially an A-Z of everything you need to know to succeed and become a great data scientist.
Other than that, bootcamps that focus on specializations tend to be more useful for experienced individuals. They not only help expand their knowledge and expertise but also help them improve their credentials.
By the end of a data science bootcamp, you will either be ready enough to build your data science career, or you’ll already have a job offer lined up.
How Much Do Data Science Bootcamps Cost?
Typically, the prices of data science bootcamps can vary between $49 to $20,000. While that may seem like a massive variation, there’s a good reason behind it.
There are websites that offer online data science bootcamps at monthly rates that can be as low as $49. That gives you access to all of their content.
Alternatively, you can opt for a data science bootcamp with an instructor, scheduled classes, quizzes, exams, and more. These bootcamps tend to be more expensive, varying between $1,500 to $20,000, depending on the company that’s offering them.
Furthermore, the length of the bootcamp also matters. If you go for a 12-month bootcamp, that will set you back more than a 3-month bootcamp.
The good thing is that many expensive bootcamps come with financing options. You can apply for financial aid in some cases. Other than that, there are several payment plans and payment options; for example, paying the entire amount upfront may open you up to a decent discount.
Other than that, the location may also play a role in determining the cost. If we’re talking about in-person bootcamps, you may find that they’re more expensive in major cities like New York City, San Francisco, and Chicago. Alternatively, they may be less expensive in cities like Austin, Seattle, or even Toronto.
You can contact the admission teams to learn more about your options. Some may even offer part-time courses depending on your need. Therefore, it’s best to communicate and weigh your options.
What is the Best Bootcamp for Data Science?
When it comes to data science bootcamps, there isn’t one that would suit all your needs. Each bootcamp focuses on a specific aspect of data science. The ones that are more general in nature will not be able to help you land a specialized data science job.
For example, if you want to specialize in machine learning, deep learning, or natural language processing, you would have to opt for a data science bootcamp that focuses on that.
If you’re completely new to the data science field, you can start with generic bootcamps. However, it’s best to learn data science through free sources. That means you would have to learn basic Python programming, data science concepts, and data management.
Once you have that down, you can start to figure out what you want to specialize in. It will mostly depend on how your process works, your overall knowledge, and your level of experience.
After you’ve decided on a specialization, you can apply for a data science bootcamp that’s best for it.