Data Science Bootcamp

11/06/20

What is a Data Science Bootcamp?

A data science bootcamp is an intensive training program. This is a short term program designed to help individuals learn key skills quickly. These programs aim to prepare students who are graduates or undergraduates. They teach students key data science skills and may also help start working in the field. 

Enrolling in data science bootcamps may be the perfect for those who want to learn specific skill sets they do not have. For instance, you may want to pursue an entry level data science position at Microsoft or Google. It may also be beneficial to those who want to enhance their education.

These data science bootcamps aim to also teach data analysis and data visualization. Some teach specific forms of analysis such as predictive analytics. Others are more focused on programming. You may also learn various technical skills including web development.

What Do You Learn in Data Science Bootcamp?

Another key reason to take a data science bootcamp is to learn important programming languages. Students could master the skills of various languages such as Python and Hadoop. Spark, Pandas, R, and SQL are additional options. This is similar to what online coding bootcamps teach. This could also allow them to qualify for intermediate and advanced data science jobs. You may pursue a career as a software engineer or developer. Students who want to pursue a career as a data scientist will benefit from this type of course.

These bootcamps range widely in what they teach. Students should verify the specific information being taught in the class before enrolling in it. It is also necessary to ensure the information being taught is up to date.

Data science is a very important industry. It is growing in demand in various areas. The median annual salary for a data scientist in 2019 was $122,840. That is well above the national average according to the U.S. Bureau of Labor Statistics. Students at the upper levels of this field need to have a master’s degree. Online bootcamps do not provide that level of education. They could also help make individuals stand out in the job market for a data analyst.

What are the Pros and Cons of Data Science Bootcamps?

Enrolling in a data science bootcamp may be a very good decision. It could provide students with a significant amount of experience. It may also offer a very concentrated type of education and skill. There are limits to these programs. However, not all students find them the best option. They are not meant to replace a bachelor’s degree. 

Consider some of the benefits and drawbacks of these online courses for a data science bootcamp. Each program has a varying admissions process as well as application process. 

Short Term Intensive Education

A key benefit to these online data science courses is how that students could work through them within three to six months. Some are longer. Students on one hand may have the opportunity to complete the course on their own time. This also allows them to work and go to school. Many programs also do not require on campus or in person learning. However, they pack in a lot of information. Students may find these programs to be a good way to learn a lot in a short time.

They Are Affordable

Taking programming courses is costly. The tests and certifications for those programming languages are also very expensive. Students may spend less on bootcamps to enhance their education. Moreover, costs vary. Many programs are only a fraction of the cost associated with a college program. Some data bootcamp courses therefore even offer tuition assistance and other financing options. This helps makes it easier for the student to enroll in the program.

Flexible Scheduling to Meet Most Needs

Data bootcamps tend to be very flexible. Some are part time programs. Others are just full time. They may also allow for classes to be taken at the student’s one pace. Others have live learning classes. Some are available just in the evenings or on the weekends. This type of flexibility lets students take part time courses to continue to work at their job while learning a more enhanced set of skills.

Career Support Services Are Provided

Another key advantage of these programs is that they tend to help prepare students for more than just the work they may do. They could help students to build a portfolio and resume. They may also provide tutoring and one on one mentoring. Some programs are also designed to provide interviewing skills. This could help to prepare the student for the job field. They may offer career services and career coaching. Others offer career coach where they help students with job search and job placement.

They Do Not Offer Everything There Is to Know

However, online data science bootcamps do not replace the benefits of traditional degree programs. Some students may require additional education. It is important for students to learn what the program offers before agreeing to it. This means comparing the cost with the benefits offered.

13 Data Science Bootcamps

Numerous organizations offer data science bootcamps. Each one is a bit different. It is important to choose a bootcamp designed for your specific needs. Compare the length, cost, and courses carefully. Besides, some of these bootcamps could also require a prep course to get prepare you for a career in data engineering. Here are some notable data science bootcamps.

Galvanize

Galvanize offers a complete online data science bootcamp. Students may not pay for tuition until they have a job in the industry. Students learn in a face to face atmosphere. This is done through video conference software. There tends to be a lot of student and teacher interaction. These programs allow students to work with peers, too. There are also various special after hour events to help bring students together. Students may finance their education. There may also be scholarships available. Financial aid may be available to those who qualify.

Length: 13 weeks
Curriculum:

  • Python and Statistics Fundamentals
  • Machine Learning & Prediction
  • Natural Language Processing & Recommenders
  • Case Studies

Course Certificate: Certificate of Completion
2020 Cost: $17,980
Location: Online, San Francisco, New York, Austin, Denver, Boulder, Phoenix, Seattle 

Metis

Metis offers an accredited data science bootcamp. It is an immersive program. Students will be able to work as a data scientist. They will gain real world experience. Another benefit is building a five project portfolio during the course. This course is taught through live, but online classes. This program is accredited by the Accrediting Council for Continuing Education & Training (ACCET). Overall, the courses are designed to be advanced. There is a strong active community. There is also career support provided to students.

Length: 12 weeks
Curriculum:

  • Exploratory Data Analysis
  • Regression & Web Scraping
  • Classification & Interactive Dashboards
  • Natural Language Processing
  • Capstone project

Career Prep / Certification: Certificate of Completion
2020 Cost: $17,000
Location: Online

Thinkful

The data science bootcamp at Thinkful is a bit longer than some. It is a full time program. It is still an accelerated online program. Students could gain a significant amount of insight in this particular program. There is also a strong level of mentorship provided. Qualified students may finance their education. They may be able to skip making payments until they are working. Students may work side by side with the same team. They are working using real world methods. You may also build a portfolio and access programs 24 hours a day. The program also allows for QA through Slack.

Length: 22 weeks
Curriculum:

  • Analytics and Experimentation
  • Machine Learning: Supervised Learning
  • Machine Learning: Unsupervised Learning
  • Data mining
  • Data analytics

Career Prep / Certification: Certificate of Completion
2020 Cost: $18,500
Location: Online

NYC Data Science Academy

The NYC Data Science Academy in NYC is one of the more modern programs. This includes deep learning and big data. It also focuses its courses on an interactive format. There are also pre recorded videos to watch at any time. Students could complete the course full time in 16 weeks. It may also be done part time in 24 weeks. There are forum discussion requirements. Instructors lead projects. There are also live learning sessions required.

Length: 12 weeks
Curriculum:

  • MySQL
  • Data Science
  • Git
  • R
  • Data Visualization
  • Hadoop
  • Spark
  • Linux
  • Data Analytics 
  • SQL
  • Python

Career Prep / Certification: Certificate of Completion
2020 Cost: $17,600
Location: Online, New York

Springboard

The data science courses at Springboard are well recognized. These programs are some of the most interesting. They offer mentorship. They also offer one on one, live interactions. Students may have the opportunity to spend up to six months in this bootcamp. This depends on what they decided to learn. In addition, there is career assistance provided through this bootcamp. Students may have the opportunity to gain hands on experience. They complete a full 14 projects during the course. These aim to create a solid data science portfolio for pursuing a job. A total of 18 units of material is covered. Numerous concentrations options do exist.

Length: 26 weeks
Curriculum:

  • The Python Data Science Stack
  • Data Wrangling
  • The Data Story
  • Statistical Inference
  • Machine Learning
  • Software Engineering for Data Science
  • Data Science at Scale

Career Prep / Certification: Certificate of Completion
2020 Cost: $7,500
Location: Online

BrainStation

BrainStation offers a basic bootcamp for data science learning. Students may choose online live education or in person. They could attend full time or part time. Teachers are industry data scientists. They also aim to provide an immersive experience. It is also a project based learning process. Students may learn skills and how to use real world platforms. There is also a career team to provide guidance to students on jumpstarting their career. A full portfolio is created with real projects to help with that.

Length: 12 weeks
Curriculum:

  • MySQL
  • Data Science
  • R
  • Data Visualization
  • Excel
  • Data Analytics 
  • Data Structures
  • Artificial Intelligence
  • SQL
  • Python

Career Prep / Certification: Diploma in Data Science
Location: Online, Toronto, Vancouver

Flatiron School

Data science bootcamps happen frequently at Flatiron School. These programs are taught by industry experts. Additionally, the school offers a dynamic set of classes to prep students for the industry. It is also a rigorous curriculum. The program is immersive in various ways. Students may learn one module of material at a time. New modules are introduced regularly. Data science advanced projects complete the course line up. There is also pre work required for this course.

Length: 15 weeks
Curriculum:

  • Data Science
  • Git
  • R
  • Java Script
  • jQuery
  • Data Structures
  • Algorithms
  • Node.js
  • SQL
  • Python
  • Machine Learning

Career Prep / Certification: Certificate of Completion
2020 Cost: $17,000
Location: San Francisco, Chicago, New York City, Seattle, Washington 

General Assembly

General Assembly provides a complete data science bootcamp. Over its time, this company has placed over 11,000 students in jobs. Some of these are in well known companies. Students may have the opportunity to learn how to best solve industry problems. They could also have the opportunity to gain access working with data. There are also mock technical interviews held. Whiteboard challenges are also used. These aim to help to prepare the student to interview with companies in the field. Students could learn on campus. There are online collaboration opportunities provided. 

Length: 12 weeks
Curriculum:

  • Data Science Fundamentals
  • Exploratory Data Analysis
  • Classical Statistical Modeling
  • Machine Learning Models
  • Advanced Topics and Trends

Career Prep / Certification: Certificate of Completion
2020 Cost$15,950
Location: Online, Detroit, Houston, Miami, Minneapolis, Raleigh, San Francisco, New York, Salt Lake City 

Data Science Dojo

Data Science Dojo is designed to be a simple to use format. It is designed to provide a certificate of completion from the University of New Mexico through this program. Students may also earn a full seven credits of continuing education through the college. The remote learning option typically takes 16 weeks to complete. Part time options are available. In addition, there is pre bootcamp learning to complete. Students may have the opportunity to compete in the Kaggle data science competition through this program. They also offer career assistance as they work towards pursuing a career.

Length: 16 weeks

Curriculum:

  • Algorithms
  • Data Science
  • Data Visualization
  • Hadoop
  • Machine Learning

Career Prep / Certification: Data Science Certificate
2020 Cost: $2,799
Location: Online 

The Dev Masters

The data science bootcamp at The Dev Masters is different. It is meant for those who are professionals. The course is a five day program. It aims to help executives to learn about important concepts in data science. Company leaders also may understand the language and opportunities that come from data science as they relate to their business. It can also help executives learn how to manage data science in their workplace. This program offers over 100 hours of the DevMasters team classes. Students may enroll to gain industry insight.

Length: 5 days
Curriculum:

  • Recommender Systems
  • Natural Language Processing (NPL)
  • Computer Vision

Career Prep / Certification: Data Science Certificate
2020 Cost: $4,995
Location: Los Angeles, Orange County, Bay Area 

Coding Temple

Coding Temple is designed to provide students with an in depth education in data science. This 10 week course allows students to design and build functional web applications. It also incorporates data analytics with full stack development. Students may have the opportunity to focus primarily on Phyton though other languages are taught. They could have the opportunity to learn the Flash network. They may also gain insight in various frameworks and the latest technology. This is an immersive experience. There are lectures and required course work to complete. Students may also work on real world projects. They may have the opportunity to engage in whiteboards as well as classroom discussions. It is designed to be constant learning. There is a lot of professor support provided as well.

Length: 10 weeks
Curriculum:

  • HTML
  • CSS
  • JavaScript
  • Angular
  • jQuery
  • REACT
  • Pandas
  • Spark
  • Tableau

Career Prep / Certification: Certificate of Completion
2020 Cost: $12,995
Location: Boston, Dallas, Chicago, Online

Science to Data Science

Science to Data Science is one of the largest training programs in Europe. U.S. students may also enroll in it. It requires students to spend five weeks learning data science as well as being a competitive program. They also have a project based training program. There is a significant amount of hands on work involved in this course. It is designed specifically for analytical PhD or MSc students.

Length: 5 weeks
Curriculum:

  • Algorithms
  • Data Science
  • Data Visualization
  • Hadoop
  • Machine Learning

Career Prep / Certification: Certificate of Completion
Location: Online, London

The Data Incubator

The Data Incubator is an immersive program. It is designed to provide students with full time access to comprehensive content. Students could also learn industry insights. They may also learn to use data science to achieve various goals in a corporate world.

Length: 8 weeks
Curriculum:

  • Essential Data Tools
  • Practical Machine Learning
  • Advanced Machine Learning
  • Artificial Intelligence with Tensorflow

Career Prep / Certification: Certificate of Completion
Location: Online, San Francisco, Washington D.C., New York City

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