The Best Machine Learning Bootcamps
Machine learning is a trending technology in automation. It can help you program machines to learn processes without human intervention. This way, AI and other systems can learn on their own and companies can focus on other things.
Most industries can use machine learning to their advantage. These include healthcare, marketing, education, and even the financial sector. If you want to learn machine learning, also known as ML, you should try a bootcamp. Read below to find the eight best machine learning bootcamps that can teach you this skill.
What Is a Machine Learning Bootcamp?
A machine learning bootcamp is a short-term, intensive program that provides programming education. Machine learning bootcamps are a cheaper and shorter alternative to a college degree.
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Over the last couple of years, machine learning bootcamps have become more popular due to their high job placement rates. Most bootcamps are practice-oriented and provide career advice to help you start a career in tech.
The 8 Best Machine Learning Bootcamps of 2021
These machine learning bootcamps offer different specializations, financing methods, and schedules. We’ve rounded up eight of the most relevant machine learning bootcamps to help you decide which is right for you. Some have different in-person locations, some are online bootcamps, and some are completely free.
- Cost: $3,250
- Locations: NYC, London, Vancouver, Toronto, Miami, Online
- Program Types: Full-Time, Part-Time, Flex
In its machine learning certificate course, BrainStation teaches data science and ML system fundamentals. This course will help you understand how machine learning works and how you can use it to make data-driven decisions.
Before starting the course, you should have a basic understanding of math concepts and programming. Having algebra or calculus skills will help you understand complex computer science principles.
BrainStation Financing Options
You have four financing methods at BrainStation: upfront, monthly installments, scholarships, or employer reimbursement. The school offers scholarships to a couple of students in each cohort, so you should request one in your application.
BrainStation is unique because it can work with your employer to pay for your education. This makes it a great choice for career changers or people who want to expand their skills.
- Cost: $19,350
- Locations: New York, Los Angeles, Online
- Program Types: Full-Time
Codesmith has a course that teaches full stack software engineering with a machine learning focus. It will also teach you other fundamental computer science principles. This program is immersive, which means you’ll get advanced software engineering skills even if you’re a beginner.
The program lasts around 12 weeks, and you’ll dedicate about 70 hours every week to the course. Within that time, you’ll also receive career advice and networking opportunities.
Codesmith Financing Options
In this Codesmith program, you’ll have three financing options: upfront payment, monthly installments, and private loans. If you decide to pay upfront, you’ll need to secure your spot with a $2,400 deposit.
Monthly payments are divided into four installments. You pay $2,500 on the first day of the class, then three installments of $4,800. You can also get a loan with SkillsFund, which provides two payment options. You can either pay during and after your course, or start paying three months after graduation.
- Cost: $16,900
- Locations: Online
- Program Types: Full-Time, Part-Time, Flex
This in-depth data science and machine learning course from Flatiron School is a great immersive option. You will learn about deep learning and linear regression while getting a feel for Python and SQL. You’ll complete an advanced data science project at the end of the program.
This course has three schedules: part-time, full-time, and self-paced. This means it’s compatible with career changers and people who are currently working. Flatiron School also provides a career guidance module to prepare you for your job search and potential interviews.
Flatiron School Financing Options
The three financing methods that Flatiron School offers for this program are loan financing, monthly installments, and upfront payment. Regardless of the option you choose, you still have to pay a $500 deposit fee.
If you go with monthly installments, you’ll pay your tuition in 12 months. With loan financing, on the other hand, you’ll pay the regular tuition plus interest. Flatiron School works with SkillsFund and Climb to provide loans.
- Cost: $17,880
- Locations: San Francisco, Online
- Program Types: Full-Time
Galvanize’s full-time immersive data science program will give you a deep dive into machine learning fundamentals. You’ll learn about natural language processing, Python, data visualization, and data analysis. This course is a mix of programming training and math basics.
The online course lasts around 13 weeks, and it has a full-time schedule. You’ll have to study from Monday to Friday from 8:30 am to 5:30 pm. Even though it’s a big commitment, full-time bootcamps are the most efficient way to absorb new knowledge.
Galvanize Financing Options
Galvanize has four financing methods, which are upfront payment, scholarships, ISAs, and loans. If you can pay upfront, the total tuition cost is $17,980. With the ISA method, you don’t pay anything until you get a job in tech.
Galvanize also offers coding bootcamp scholarships to a couple of students in each cohort. To be eligible, you should be part of an underrepresented community in the tech industry.
- Cost: $15,000 – $30,000
- Locations: Online
- Program Types: Full-Time, Part-Time
The data science course offered by Lambda School will give you all the tools you need to start a career as a data scientist or data analyst. You’ll learn about machine learning with Python and SQL. You’ll also learn data science fundamentals like linear regression, natural language processing, statistics, and data visualization.
You can take this course either part-time or full-time. The duration of the program will depend on which option you choose. This is a good option if you want an immersive online data science course.
Lambda School Financing Options
You have three financing options with this school: upfront payment, installments, and ISAs. Lambda is known for its income share agreement plan, which caps your payment at $30,000. You pay nothing until you have a job and are earning $50,000 per year.
MIT Professional Education
- Cost: $2,500 – $5,500 per course
- Locations: Cambridge, Online
- Program Types: Full-Time, Part-Time
While technically not a bootcamp, this professional certificate in machine learning and artificial intelligence is the next best thing. MIT Professional Education’s modular program consists of several two-to-three-day machine learning courses. You’ll learn about data science fundamentals, software engineering practices, and AI-driven systems.
To qualify for the certificate, all you need to do is participate in 16 days of bootcamp-style coursework, which works out to about four courses.
MIT Professional Education Financing Options
Since this course is divided into several courses, you should pay for each one individually. There are different types of courses, from introductory to advanced, and they all have different prices. For every course, you have to pay a non-refundable application fee of $325.
- Cost: $8,940
- Locations: Online
- Program Types: Full-Time, Part-Time
Springboard’s six-month machine learning course will help you develop ML engineering skills. You’ll learn about deep learning, logistical and linear regression, prototyping and deployment of an ML-driven app, and more. Springboard also has a job guarantee and offers career services so you can succeed in the field.
Unlike other bootcamps, this one does require you to have some experience in programming. You should have one year of experience in a data science or software engineering career. You can also enter with a master’s degree in data science, economics, or an equivalent.
Springboard Financing Options
There are four options to pay for your Springboard tuition. If you pay upfront, you’ll get an 11 percent discount. If you can’t pay immediately, this machine learning bootcamp also offers deferred tuition. This is like an ISA, but uses a fixed rate instead.
Springboard also partners with Climb to help you secure a loan. Lastly, you can pay your tuition in monthly installments.
- Cost: $18,500
- Locations: Online
- Program Types: Full-Time, Flex
Thinkful has a five-month data science course that combines mathematical principles and technical knowledge. You’ll study statistics essentials and learn programming languages like SQL and Python. The program also dives into machine learning fundamentals.
Everything you learn is designed to be actionable in the real world. To prepare you for employment, Thinkful instructors will advise you on your portfolio and guide you through your job search process.
Thinkful Financing Options
Thinkful offers several financing options, including upfront payment, loan financing, monthly installments, and deferred tuition. The difference between deferred tuition and ISAs is that the first option requires you to pay a fixed rate once you find a job. With an ISA, you’ll pay a percentage of your future salary.
Thinkful’s loaning partners are Climb and Ascent Funding. They provide different payment methods, but with either lender, you may end up paying around $20,000 after interest.
Machine Learning Bootcamp Job Opportunities
Having machine learning skills can help you land a variety of jobs in different fields. You can work in almost any industry, from healthcare to the automobile sector to banking. Below are some of the most relevant career options that ask for machine learning skills.
Machine Learning Engineer
Machine learning engineering is a mix between software engineering and data science. You’ll be developing apps and programs that use machine learning. These programs will be able to identify patterns and trends based on your commands.
According to PayScale, the average salary of a machine learning engineer is $112,691. According to the US Bureau of Labor Statistics, the demand for machine learning engineers is expected to grow by 2026. If you love machine learning, this is a clear career option.
Data Analyst
With machine learning skills, you can also become a data analyst. A data analyst scrapes and analyzes datasets to find actionable insights for better decision-making. This is a good option if you enjoy the data side of machine learning.
According to PayScale, the average salary of a data analyst is $61,122. The World Economic Forum estimates that the demand for these professionals is growing. If you enjoy working with data, you should become a data analyst in 2021.
Business Analyst
In an organization, business analysts create a bridge between the IT and business departments. A business analyst looks at a company’s data to provide data-driven recommendations. This helps improve products and services by analyzing the company’s outcomes and trends.
According to the BLS, this profession is expected to grow by 21 percent by 2024. The average salary of a business analyst is $68,346, according to Flexjobs. If you’re a machine learning expert with a background in business, this is the job for you.
Digital Marketing Manager
Digital marketing managers help lead the marketing processes at a business. They oversee marketing performance and make sure their team is thriving. This is a good option if you have creative and leadership skills along with tech skills.
Digital marketing managers help lead a creative team, but they also analyze data and find actionable insights. That’s why having machine learning skills will help you get a job as a digital marketing manager.
Why You Should Enroll in a Machine Learning Bootcamp
Machine learning bootcamps are an intensive, short-term, and low-cost alternative to formal education. Although all career paths can be successful, getting a bachelor’s degree in computer science or data science isn’t right for everyone.
Most bootcamps are focused on employment, so you’ll receive career advice and guidance throughout your job search. If you want to change your career or build a new one, you should join a machine learning bootcamp.
