Best bootcamps and programs to learn Machine Learning and Data Science

Sergios Karagiannakoson2021-01-25·6 mins
Resources

Bootcamps and interactive online platforms are an excellent way to acquire new skills. When it comes to Machine Learning and Data Science, there are a variety of different choices that one can choose from. Some provide onsite training and some online. Some focus on video courses, while others on real-life coding projects. In this list, I hope to outline all the most popular choices and help you pick the one that fits your learning style.

For each program, I’ll present a rating borrowed from Switchup, its different locations, an average duration and a handful of recommended courses around Machine Learning and Data Science.

Switchup is an online platform that gathers resources and information about tech bootcamps and programs. It has compiled alumni reviews for each program alongside with guides and community discussions.

Disclaimer: We couldn’t possibly try out each bootcamp and program, so the information comes from their websites, alumni reviews, and thorough research on the web.

Udacity

Udacity is an online platform that offers both free and paid courses. Nanodegree programs are a collection of related courses that combine theoretical knowledge and hands-on experience. Most programs are taught by industry experts and are supported by big tech companies. They also provide mentor support as well as career services( resume building, github profile etc)

Switchup rating: 4.55/5

Location: Online

Duration: 4-8 months

Recommended courses: Deep Learning Nanodegree, Become a Machine Learning Engineer Nanodegree, AI Programming with Python

Springboard

Springboard has a great variety of online bootcamp that covers a variety of topics from Software Engineering to Cybersecurity and Machine Learning. The courses are self-paced and come with one-on-one weekly mentor support, career coaching and a large alumni community,

Switchup rating: 4.59/5

Location: Online

Duration: 2-6 months

Recommended courses: Data Science Track, Machine Learning Engineering Career Track

NYC Data Science Academy

NYC Data Science Academy is a well-established Bootcamp that focuses on Data Science. You can expect to learn skills such as Data exploration, Data analysis, Python, R, Hadoop, Spark and more. It counts over 2000 alumni, works together with 500 hiring partners and has a community of almost 7000 members.

Switchup rating: 4.89/5

Location: Online, New York City

Duration: 1-3 months

Recommended courses: Data Science with Python: Machine Learning, Deep Learning (with TensorFlow 2, Keras and PyTorch)

Data Science Dojo

Data Science Dojo offers instructor-led live training. It has one of the most comprehensive Data Science curriculum teaching topics such as Machine Learning, Data Analytics, ETL, Python, Data Science for Managers and Business Leaders. You may also find yourself working on an IoT project, participating in a Kaggle competition, or landing an internship in a tech company. They have helped more than 6,000 graduates that are now working in 1,600 different companies.

Switchup rating: 4.96/5

Location: Online

Duration: 16 weeks

Recommended courses: Data Science Bootcamp, Data Science Training + Industry Experience

BrainStation

BrainStation offers corporate training, diploma programs, certificate courses, workshops, and events both online and on-premises. You can expect to learn Data Fundamentals, Analysis for Data Science, Machine Learning Techniques, Big data fundamentals and Professional development. The curriculum is highly collaborative and focuses on real-life projects and applications.

Switchup rating: 4.74/5

Location: Online, New York, Miami, Toronto, Vancouver, London, and more

Duration: 3 months

Recommended courses: Data Science Bootcamp

GreyAtom School of Data Science

GreyAtom School of Data Science has 2 main tracks: Data Science with Artificial Intelligence and Frontend Web Development. Their well-structured programs and live training sessions with industry mentors enable students to build their portfolio, strengthen their coding skills, prepare for technical interviews, and land jobs in top-tier companies.

Switchup rating: 4.91/5

Location: Online

Duration: 8 months

Recommended courses: Data Science with Artificial Intelligence Carrer Track Program

DataCamp

DataCamp is an online platform that offers more than 350 courses on a variety of data related topics such as Business Intelligence, Statistics, Data Science, and Machine Learning. You can participate in online training for both non-coding tools as well as software development. A big plus is their very interactive platform which will make learning enjoyable.

Switchup rating: 4.6/5

Location: Online

Duration: 60-90 hours

Recommended courses: Machine Learning Scientist with Python, Machine Learning Scientist with R

Dataquest

Dataquest is another online platform gives emphasis to interactive learning and hands-on learning. They include many real-life projects in their courses and urge students to write code as much as possible. Students also receive 1-on-1 coaching from the instruction team and the opportunity to practice and develop peer mentorship skills

Switchup rating: 4.92/5

Location: Online

Duration: 6 months

Recommended courses: Data Scientist in Python, Data Analyst in Python

RMOTR

RMOTR school’s big advantages are its well-curated curriculum with 100+ courses which also includes over 20 industry-inspired projects ( using Github) and 200 short exercises. Since learning Data Science and Machine Learning can be overwhelming, they make sure to offer a clear path for the student, who is able to track its progress and navigate upcoming lessons.

Switchup rating: 4.85/5

Location: Online

Duration: 5-30 hours

Recommended courses: Intro to Pandas for Data Analysis, Data Cleaning with Pandas

Simplilearn

Simplilearn is another online bootcamp but not an ordinary one. Its offerings are Post Graduate Programs that last 6-12 months, Master's Programs that last 1-2 years, and individual Certification Courses. It was founded back in 2009 and it remains one of the leading providers of online certification training

Switchup rating: 4.66/5

Location: Online

Duration: 6-12 months

Recommended courses: Post Graduate Program in AI and Machine Learning by Purdue University, Post Graduate Program in Data Science by Purdue University, Artificial Intelligence Engineer, Data Scientist

General Assembly

General Assembly offers both full-time and part-time training in a variety of cities around the world. Or online if you prefer the comfort of your own home. Although not a pure data science bootcamp ( it also has programs on software engineering, UX experience, and more), it is one of the best choices for those who seek a career transition and prefer an on-site learning environment. According to past alumni, one of the most helpful assets is the huge community that consists of industry professionals, hiring managers, instructors, and over 80K former students.

Switchup rating: 4.27/5

Location: Online, Austin, Atlanta, Boston, Chicago, London, Los Angeles, Dallas, Melbourne, NYC, San Diego, San Francisco, Seattle, Sydney, Detroit, Houston, Minneapolis, Raleigh, Paris, Toronto, St. Louis, Nashville, Charlotte, Brisbane, Adelaide, Edinburgh, Manchester, Washington D.C., Denver, Singapore, Salt Lake City, Phoenix

Duration: 3 months

Recommended courses: Data Science Immersive

Metis

Metis offers data science and analytics training via full bootcamps, short immersive courses, part-time bootcamp prep courses, and corporate training programs. Career support occurs during a dedicated Career Week that begins right after each bootcamp ends. This is where students participate in career-focused workshops, employer panels, and mock technical interviews.

Switchup rating: 4.92/5

Location: Online, Los Angeles, NYC

Duration: 2-3 months

Recommended courses: Data Science Bootcamp, Data Science and Engineering Bootcamp, Data Science and Machine Learning Bootcamp

Codesmith

Codesmith is primarily a software engineering program that doesn’t offer exclusive machine learning courses. However, machine learning engineers need a solid background in software practices such as algorithms, data structures, testing debugging, and infrastructure. Codesmith is an excellent choice to acquire those skills. With full-time onsite programs, full-time remote and part-time remote students can pick their own learning style and prepare for landing a job in a top tech company.

Switchup rating: 4.92/5

Location: Online

Duration: 3 months

Recommended courses: Software Engineering Immersive

Flatiron School

Flatiron School offers bootcamps in a variety of cities in U.S as well as dedicated online programs. The Data Science bootcamp covers a wide range of topics from python basics and SQL to advanced Deep Learning and Natural Language Processing. Also, don’t forget to check the free preparation courses. Especially the one on how to land a Tech job.

Switchup rating: 4.68/5

Location: Online, Austin, Chicago, Denver, Houston, New York, San Francisco, Seattle, Washington, D.C.

Duration: 3-4 months

Recommended courses: Data Science, Online Data Science, Data Science Bootcamp Prep

Lambda School

Lambda School is a full-time or part-time, online academy that trains people to become software engineers and data scientists. Its main course covers everything you need to know: Statistics Fundamentals, Predictive modeling, Data Engineering, Machine Learning and Computer Science. A big plus is that there is no upfront tuition until you get hired.

Switchup rating: 4.68/5

Location: Online

Duration: Full-time 6 months, Part-time 12 months

Recommended courses: Data Science

Wrap up

These are some of the top Machine Learning bootcamps available at this moment. But be sure that they are more. That’s why we will try to update this list periodically. Feel free to suggest programs that we missed.

You can also find a Github version of the article in this repository.

Until the next time, keep learning AI...

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