Monday, January 6, 2020

Top 5 Courses to learn Artificial Intelligence in 2020 - Best of Lot

If you are not living under the rock, then you might have heard AI or Artificial Intelligence quite often in the last few years. It's not that Artificial Intelligence is a brand new thing, it's been around for years, but in the last few years it has really peaking up. Artificial Intelligence is impacting every aspect of life just like Electricity did at the start of the 19th Century and IT did a couple of decades ago. More and more companies are trying to solve real-world problems using AI like self-driving cars and many startups using AI in educational and training applications to train children better. My first experience with AI was when IBM's Deep Blue beats Garry Kasparov in chess.

If you don't remember, over 20 years ago, chess world champion Garry Kasparov took on IBM and the super-computer Deep Blue in the ultimate battle of man versus machine. This was a monumental moment in chess history and was followed closely around the world.

At the time of the match, Kasparov was the reigning world champion and everyone was expecting him to win. He actually won the first match but lost the second match which was played in New York City. The battle was won by Deep Blue and showed the power of AI to the whole world.

AI has come a long way from that moment, and it has now quickly become an in-demand skill for programmers and tech guys. As more and more companies are using Chatbots and Artificial Intelligence to gain a competitive edge, a programmer needs to know how to build and work with AI.

If you also think on a similar line and want to learn AI or Artificial Intelligence in 2020 and looking for some awesome online courses, then you have come to the right place. In this article, I am going to share some of the best online courses to learn Artificial Intelligence or AI in 2020.





5 of Best AI online courses for Programmers and Engineers

To be honest, learning AI is sometimes overwhelming because lots of mathematics and analysis required, but it can be fun if you choose the right course.

I particularly like courses that teach AI with games like the first one on the list. Sports are my passion, and they are also a good testing ground for AI. I genuinely believe that if an algorithm can beat a game, it can also solve real-world problems.

1. Artificial Intelligence A-Z™: Learn How To Build An AI

I might have said it before but I am saying it again that I am a big fan of Kirill Eremenko, Hadelin de Ponteves, and his SuperDataScience team. Only because of his courses I got the much-needed inspiration for learning Data Science, Machine Learning, and Artificial Intelligence.

It's not that I didn't know these before or hasn't tried learning it but the courses I took were very difficult, tedious and overwhelming which means I have to drop off after a few days. Kirill's course changed all that by joining their course like this one and the Data Science A-Z one, I have learned a lot.

Like all his courses, this is a super engaging, fun, and very informative course. The course is divided into three modules, where you will learn how to build AI for different systems. In the first module, you will build AI to win the classic Breakout game from Atari. If you have played video games then you would remember those classics like Breakout, Lunar lander, etc.

Top 5 Courses to learn Artificial Intelligence in 2019 - Best of Lot


In the second module, you will build AI to pass one level of another classic game Doom. This is tougher than the previous one, but that's how you learn by gradually increasing the complexity.

In the third module, you will learn how to build AI for self-driving cars, No, not for Elon Musk and Tesla but for yourself :-)

Talking about social proof, this course is trusted by more than 101,989 students and it has on average 4.4 ratings from close to 11,500 participants, which is astonishing for any online course. I strongly recommend this course if you keep to learn about AI and want to build AI for your game or for your startup ideas.


2. AI for EveryOne

This is another Artificial Intelligence course, which I think every programmer and IT professional should join. AI is not only for engineers and if you want your organization to become better at using AI, then this is the course that your team should take. It's fun, educative, and detailed for anyone having no idea of Artificial Intelligence.

Taught by one of the most popular Machine learning and AI expert instructors and pioneer - Andrew Ng, this course will teach you the meaning behind common AI terminology, machine learning, deep learning, and data science. You will also learn what is realistically possible with AI and what is not, and how to spot opportunities to apply AI to problems in your own organization

Best AI course on Coursera


In this course, you will also learn:
  • What it feels like to build machine learning and data science projects
  • How to work with an AI team and develop an AI strategy in your company
  • How to navigate ethical and societal discussions surrounding AI

If you haven't attended any course on AI, then I strongly suggest you join this course and kickstart your journey in the beautiful and meaningful world of Artificial Intelligence.



3. Artificial Intelligence: Reinforcement Learning in Python

Reinforcement learning is a crucial concept in Artificial Intelligence, and this is one of the best courses to learn that. Reinforcement learning has recently become famous for doing all of that and more.

Much like deep learning, a lot of the theory was discovered in the 70s and 80s, but it hasn’t been until recently that we’ve been able to observe first hand the fantastic results that are possible.

In 2016 we saw Google’s AlphaGo beat the world champion in Go. Self-driving cars have started driving on real roads with other drivers and even carrying passengers (Uber), all without human assistance, and all this is possible because of Reinforcement learning.

The course also touches several essential topics like Dynamic Programming, Markov Decision Process, Monte Carlo, Temporal Difference learning, and Approximation methods. It also has a couple of good examples like a Stock trading project which uses Reinforcement learning and building AI for the Tic-Tac-Toe game.

If you’re ready to take on a brand new challenge and learn about AI techniques that you’ve never seen before in traditional supervised machine learning, unsupervised Machine learning, or even Deep learning, then this course is for you.






4. The Beginner's Guide to Artificial Intelligence in Unity

This is another excellent course on AI from Udemy. It provides a practical guide to programming non-player characters for games on Unity, one of the popular 3D Game engine. As I have told you before, I like sports, and that's why I have chosen courses which use Games to teach AI. I found this is the best way because Games provide a perfect testing ground for Artificial Intelligence.

Even if you are not in Games, this is an excellent course for anyone looking to get started with AI. Dr. Penny has done a tremendous job in teaching complex AI concepts in simple words. \

Best Artificial Intelligence course on Udemy

This course not only explains the basics of AI but also explores powerful concepts like Finite-State Machine, Behaviour Trees, and Goal-Orientated Action Planning in a very engaging way with a lot of resources, practical examples in Unity and challenges to practice.

That's why I highly recommend this course to anyone learning AI. Talking about social proof, it is one of the highest-rated AI courses on Udemy, with, on average, 4.6 ratings from close to 1200 participants. More than 15,118 students have already enrolled in this course, which shows the quality of the course.




5. Introduction to Artificial Intelligence (AI)

This is another course on AI from Coursera, which you can join, apart from the AI for Everyone of Andrew Ng.

This is a more traditional course than the others on this list, so if you like structured learning, you will find this course better suited to you.

In this course, you will learn what Artificial Intelligence (AI) is, explore use cases and applications of AI, understand AI concepts, and terms like Machine learning, Deep learning, and Neural networks.

Best AI Course on Udemy

You will also explore different issues and concerns surrounding AI, such as ethics and bias, & jobs, and get advice from experts about learning and starting a career in AI. You will also demonstrate AI in action with a mini-project.

This course does not require any programming or computer science expertise and is designed to introduce the basics of AI to anyone, whether you have a technical background or not.


That's all about some of the best courses to learn Artificial Intelligence or AI in 2020. I have tried to include some non-technical courses on Artificial Intelligence like AI for EveryOne by the great Andrew Ng, just to understand the business and general aspect of AI, which is far more important than actually learning how to build AI for a particular domain or problem.

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Thanks for reading this article so far. If you like Artificial Intelligence or AI courses, then please share with your friends and colleagues. If you have any questions or feedback, then please drop a note.

P. S. - If you don't know Python then I also suggest you check these Top Python Courses and Certifications to learn Python in-depth to further boost your training on Machine learning and Artificial Intelligence. It's one of the must-have tools in your arsenal.

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