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Top Machine Learning Certification Courses: Which Is Worth It? (Updated for 2020)

 September 8, 2020

By  Course Minds Team

Machine learning has quickly become one of the most exciting computer science topics in the world due to the rise of technological advancement.

With an almost endless series of applications and industries embracing this field, it's both wise and practical to become an expert.

Search algorithms, chatbots, and big tech ad networks are all examples of how machine learning is quietly taking over.

Machine learning allows us to leverage mathematical, statistical, and probabilistic methods to create and execute systems much more efficiently than humans.

This review will cover the five best machine learning courses available today and why you should or should not consider joining.

There are undoubtedly many opportunities for machine learning education.

Still, it can feel a little overwhelming trying to discern which ones are any good and which ones offer a surface-level introduction to the topic. This list is meant to showcase the absolute best of the best.

All of these courses are machine learning-specific and use no-cost programming languages, with no-cost libraries. They also all let students learn while doing, with classwork that replicates what would happen in real-life scenarios.

While this field can seem like magic to the inexperienced, these courses offer solid explanations that help demystify the concepts.

There’s no pressure for students to understand it all at once totally, and they can go at whatever pace is most comfortable for them.

It’s hard to become a great student without a great teacher. All of these courses have instructors that are passionate and extremely knowledgeable about the topic. You’ll find plenty of positive responses from other students as well.

Finding even one course that meets all of your requirements will be difficult, but this list likely has an option for everyone, regardless of your experience level, budget, and more.

Here's the rundown.

Best Machine Learning Courses

5.) Post Graduate Diploma by Emeritus

Value

The overall value provided in this course relative to others courses.

Success Rate

The number of students who gain certification after going through

Cost

Rating is based on the price to invest in this course relative to other courses. 

Don’t take this course if you have no real understanding of machine learning or artificial intelligence.


However, if you feel generally comfortable with both topics, this can be a great way to upgrade your knowledge.

This course is broken down into one section on machine learning, one on artificial intelligence, and a final capstone project.

You can also interact with the course instructor. This really helps clarify things, as even experienced students can struggle with these topics.


Once you’ve finished your project, you get a certificate.

  • Duration: This course takes nine months to complete, with between seven and eight hours of work required each week.

Key Benefits

  • Comprehensive training
  • Learn about the many topics of artificial intelligence
  • Live classes to ensure better comprehension of topics
  • Lots of ways to learn, including videos and hands-on classwork
  • Over 7,000 other students in course

POST GRADUATE DIPLOMA RATING:

4.) Building Your AI Strategy by Northwestern

Value

The overall value provided in this course relative to others courses.

Success Rate

The number of students who gain certification after going through

Cost

Rating is based on the price to invest in this course relative to other courses. 

Artificial intelligence doesn’t have to be about futuristic concepts. This class teaches about how much it can help business efficiency through automation.

You could bring artificial intelligence into any business and reap profound benefits. It does some of your most challenging thinking for you.

Northwestern Kellogg School of Management shows just how diverse artificial intelligence can be. More than 20 different careers can benefit from using artificial intelligence.

This class was made by Mohanbir Sawhney and Varun Poddar, two revered members of the artificial intelligence community. Learning from them is among the highest honors you can receive.

  • Duration: This course lasts for two months, with four to six months of work required each week.

Key Benefits

  • Shows the diversity of artificial intelligence
  • Uses relevant examples to help things make more sense
  • Great for people wanting to further their careers
  • Certificate for finishing course successfully

BUILDING YOUR AI STRATEGY RATING:

3.) Machine Learning - Artificial Intelligence by Columbia

Value

The overall value provided in this course relative to others courses.

Success Rate

The number of students who gain certification after going through

Cost

Rating is based on the price to invest in this course relative to other courses. 

Learning about artificial intelligence from this course is a great way to become an expert in Machine Learning, as well as other topics.

This course is made up of four classes. They’re all essential and show how many directions artificial intelligence can go in.


As you’re following along, you should be able to see ways you can use machine learning for multiple professional scenarios. You could even find ways you can learn it for fun.

A big part of this neural networks. These can be used for many awesome purposes. You can turn into a machine learning pro in less than a year with this class.


  • Duration: This course has four classes, and each taking 12 weeks and requires between eight and 10 hours of work each week.

Key Benefits

  • Teaches how to connect machine learning to everyday situations
  • Very focused lessons to help you understand complex topics
  • Great for learning about neural networks
  • Broken down across four classes
  • Many careers you can utilize these skills in

OVERALL COURSE RATING:

2.) Machine Learning Data Science by Harvard

Value

The overall value provided in this course relative to others courses.

Success Rate

The number of students who gain certification after going through

Cost

Rating is based on the price to invest in this course relative to other courses. 

Another excellent, Ivy League-backed machine learning training is this one from Harvard.


Its focus on intricate classwork helps students quickly adapt to this topic and see what kinds of real-life scenarios they’d be likely to deal with.

“R” is the computer language emphasized here. There’s a lot about data and stats to uncover as well.

One of the best aspects of Harvard’s course is how they use topics you likely read about in the news and relates them to machine learning.

Harvard professor Rafael Irizarry leads this class and uses his expertise to explain this complex and fascinating subject with total poise.


  • Duration: This class is comprised of nine different courses, each of which takes between two and eight weeks, with between two and four hours needed each week.

Key Benefits

  • An excellent introduction to “R”
  • Great for people who want to learn more about stats
  • Lots to be learned with the “tidyverse”
  • Helps you adapt to various data analysis necessities
  • Learn how to use algorithms

OVERALL COURSE RATING:

1.) Applied Machine Learning by Columbia

Value

The overall value provided in this course relative to others courses.

Success Rate

The number of students who gain certification after going through

Cost

Rating is based on the price to invest in this course relative to other courses. 

This class is great for people who are familiar with Python and want to take things further with Machine Learning.


It bears both Columbia Engineering’s name and its reputation for academic excellence.

There are lots of ways to use Machine Learning with Python. When you take this class, you can quickly adapt to as many of these as possible and see how you might use them in your work.


There are also instructors available for live teaching sessions.

When you’ve finished Columbia Engineering’s course, you’ll have a great introduction to machine learning that will give your resumé a serious upgrade and help make you a great addition to any number of lucrative fields.


  • Duration: This course takes five months to complete, with between eight and 10 hours of work needing to be dedicated each week.

Key Benefits

  • Learn all about the basics of data science and working with Python
  • Understand different types of regression models and how they apply to machine learning
  • Understand classification algorithms and their relationship with ML
  • Receive certification for completing this class

OVERALL COURSE RATING:

FAQ's

Which university is best for machine learning?

While there are many schools to choose from to get a machine learning education, few are anywhere as good as those mentioned here. We urge you to sign up for any course from Harvard, Northwestern, or Columbia.

Should I learn AI or machine learning?

Neither is better than the other, as they both have serious value regarding mental and career growth. You might be looking at a career that emphasizes one more, but it’s best to learn both.

Is machine learning really difficult?

Machine learning isn’t easy to learn, but it’s worth learning. At first, these new words and concepts can seem really daunting.

However, if you stick with it and learn to connect the different topics together, it can make a lot more sense. Hold yourself accountable for completing these lessons and remember to ask for help whenever you need it.

How fast can I learn machine learning?

Becoming a total expert on machine learning could take years, but it doesn’t take too long to have a basic understanding. Remember that these topics all build on one another and that even one lesson could double your knowledge.

Is machine learning a good career?

The demand for machine learning is skyrocketing. As an engineer in this field, you could start out making more than $145,000.

Final Thoughts

Machine learning has all sorts of applications and should continue to evolve. It's more than a way to make money. You can use machine learning and artificial intelligence to help pave how we take in information.

You can enhance your understanding of different topics and become a better thinker overall by studying this field. Professionals like you can reduce stress while also improving workflow by becoming a topical expert.

You can certainly benefit from any one of these courses, but each are designed for different people. The best thing to do is check one or all of them out, but we suggest starting with the course by Columbia Engineering Executive Education right here.

Best of luck!

Course Minds is a team of highly experienced educators, trainers, entrepreneurs, and business experts who help you discover the best e-learning courses, training, and certification programs online. Our team has spent thousands of hours researching the top classes to recommend and have helped more than 800,000+ learners find their ideal courses. 


Course Minds Team

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