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Reinforcement Learning with Python

Learn Reinforcement Learning In Python With Free Course & Get Free Certificate on Completion. Also Get Access To 1000+ Free Courses With Free Certificates Now. No Ads Or Payment. Just Sign Up For Free!

4.47
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Intermediate

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8.25 Hrs

Learning hours

12.4K+
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About this Free Certificate Course

Reinforcement Learning in Python is an eminent area of modern research in artificial intelligence. It differs from supervised and unsupervised learning but is about how humans learn in real life. It is the science of decision-making and allows the creation of optimal behavior simulations to obtain maximum rewards.

This free course starts with providing you with an introduction to Reinforcement Learning. You will get a brief understanding of what Reinforcement Learning is and what vital role it plays. You will learn and understand the framework of Reinforcement Learning. You will then learn about the model-free Reinforcement Learning algorithm called Q-learning. You will get in-depth knowledge on how it works and what output must be expected. To make the understanding of your Reinforcement Learning theory stronger, you will be going through an example on the frozen lake. You will understand your theory concepts better with the practical demonstration given. You will be going through a detailed hands-on session on making states and actions. Get hold of this intermediate-level Reinforcement Learning free course by enrolling in it and attain free certification on completion of the course.

Artificial Intelligence is a colossal domain with ample intriguing concepts to explore. Check out Great Learning’s Top Artificial Intelligence Courses to gain in-depth knowledge on AI concepts. Enroll in our top-rated Degree and PG programs of your interest and get a course completion certificate that brings you closer to your dream job.

 

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4.47
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What our learners enjoyed the most

Ratings & Reviews of this Course

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Gunasharmila Gunaratnam

5.0

“I Enjoyed the Interactive Elements and Practical Applications of the Concepts”
The clear explanations of complex topics and the opportunity to apply what I learned through real-world scenarios were particularly valuable. Additionally, the collaborative activities with peers provided different perspectives and enhanced my learning experience.
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Micah Daniel

5.0

“Reinforcement Learning with Python Feedback”
The course provided a solid foundation in reinforcement learning concepts and Python implementation. I particularly appreciated the hands-on use cases and real-world examples. The instructor's explanations were clear and engaging, making the complex topics easy to understand.
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Aditi Kamble

5.0

“Really Enjoyed the Course and Am Looking Forward to More Such Courses”
I really enjoyed the course and am looking forward to more such courses. Please bring multi-task and meta-learning courses too.
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Reinforcement Learning with Python

8.25 Learning Hours . Intermediate

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Frequently Asked Questions

How does Python code Reinforcement learn?

Reinforcement Learning can be achieved with the help of a Python algorithm called the Q-Learning technique. This algorithm can be achieved by following the below steps:

  • Import the required libraries.

  • Define and visualize the graphs.

  • Define the reward system for the bot.

  • Define the utility functions to be used in training.

  • Train and evaluate the bot using the Q-Matrix.

  • Define and visualize the new graph with the produced environmental clues.

  • Define some functions for the training process.

  • Visualize the environmental matrices.

  • Train and evaluate the model. 

What is the Best Reinforcement Learning Course?

If you seek a beginner-appropriate Reinforcement Learning course, then check out Great Learning’s free Reinforcement Learning course that is smartly designed for beginners. Enroll in this free course and attain free certification.

How Do You Learn Reinforcement?

Reinforcement Learning is the concept of Machine Learning that helps achieve Artificial Intelligence projects. It is one of the potent concepts that help develop AI bots that resemble human intelligence. You can start learning Reinforcement Learning by enrolling yourself in the courses that best suit your interest.

What is Reinforcement Learning with Examples?

Reinforcement Learning is a Machine Learning concept that helps the software agents to take appropriate actions in an environment. It is also a part of Deep Learning that allows you to increase some portions of the cumulative rewards. Self-driving cars are an example of Reinforcement Learning. The autonomous driving feature is designed by learning from various driving tasks it was prone to. Then with the help of Reinforcement Learning, the trajectory was optimized, motions were planned, made it aware of drivable zones, and was trained to avoid collisions.

Will I get a certificate after completing this Reinforcement Learning free course?

Yes, you will get a certificate of completion for Reinforcement Learning after completing all the modules and cracking the assessment. The assessment tests your knowledge of the subject and badges your skills.
 

How much does this Reinforcement Learning course cost?

It is an entirely free course from Great Learning Academy. Anyone interested in learning the basics of Reinforcement Learning can get started with this course.
 

Is there any limit on how many times I can take this free course?

Once you enroll in the Reinforcement Learning course, you have lifetime access to it. So, you can log in anytime and learn it for free online.
 

Can I sign up for multiple courses from Great Learning Academy at the same time?

Yes, you can enroll in as many courses as you want from Great Learning Academy. There is no limit to the number of courses you can enroll in at once, but since the courses offered by Great Learning Academy are free, we suggest you learn one by one to get the best out of the subject.
 

Why choose Great Learning Academy for this free Reinforcement Learning course?

Great Learning Academy provides this Reinforcement Learning course for free online. The course is self-paced and helps you understand various topics that fall under the subject with solved problems and demonstrated examples. The course is carefully designed, keeping in mind to cater to both beginners and professionals, and is delivered by subject experts.

Great Learning is a global ed-tech platform dedicated to developing competent professionals. Great Learning Academy is an initiative by Great Learning that offers in-demand free online courses to help people advance in their jobs. More than 5 million learners from 140 countries have benefited from Great Learning Academy's free online courses with certificates. It is a one-stop place for all of a learner's goals.

What are the steps to enroll in this Reinforcement Learning course?

Enrolling in any of the Great Learning Academy’s courses is just one step process. Sign-up for the course, you are interested in learning through your E-mail ID and start learning them for free online.
 

Will I have lifetime access to this free Reinforcement Learning course?

Yes, once you enroll in the course, you will have lifetime access, where you can log in and learn whenever you want to. 
 

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