Reinforcement Learning with Python Free Course

Reinforcement Learning with Python

star 4.48  Intermediate level 8.25 learning hrs 13.7K+ Learners

Learn Reinforcement Learning In Python free course and get a completion certificate. Plus, access over 1,000 additional free courses with certificates—just sign up for free!

Instructor:

Dr. D Narayana

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About this 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 get certificates 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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Reinforcement Learning with Python

rating icon 4.48

8.25 Hours

Intermediate

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13.7K+ learners enrolled so far

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Get free course content

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Trusted by 10 Million+ Learners globally

Learner reviews of the Free Courses

4.48
71%
19%
7%
0%
3%
Reviewer Profile

5.0

Country Flag Brazil
“Empowering with Reinforcement Learning”
Great course! It provided a deep understanding of reinforcement learning principles, algorithms like Q-Learning, and their practical applications. Highly recommend for anyone in AI!
Reviewer Profile

5.0

Country Flag South Africa
“Framework of re-enforcement learning and Q learning and the framework of Reinforcement Learning”
I love everything this course, it has opened up my mind to many valuable scenarios that I can apply not just in my professional life, but also in my personal life. The examples were great, and the lessons were very interesting. An in dept understanding and in my opinion everyone in this career field should take this course.
Reviewer Profile

5.0

Country Flag Nigeria
“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.
Reviewer Profile

5.0

Country Flag India
“reinforcement learning has helpt in improvidng my understanding of the intricacies of reinforcement learning . Due to this i have come to have a deeper understanding of the concepts at play”
The "Reinforcement Learning with Python" course offers a clear introduction to key RL concepts, including Q-learning, policies, and rewards. It effectively combines theory with practical Python implementation, providing hands-on experience. Ideal for those looking to grasp the fundamentals of RL and apply them to real-world problems.
Reviewer Profile

5.0

Country Flag India
“The Reinforcement Learning course provided a clear and comprehensive understanding of key concepts, making complex topics accessible and engaging.”
The Reinforcement Learning course provided a clear and comprehensive understanding of key concepts, making complex topics accessible and engaging.
Reviewer Profile

5.0

Country Flag India
“Reinforcement Learning (RL) is a type of machine learning”
Reinforcement Learning is a powerful approach to solving decision-making problems, where an agent learns through trial and error, receiving feedback in the form of rewards or penalties. By continually interacting with the environment and adjusting its behavior based on the outcomes, the agent learns to maximize its cumulative reward and optimize its performance over time.
Reviewer Profile

5.0

Country Flag India
“Exploring Q-Learning Mastering Reinforcement Learning Algorithms”
I enjoyed diving deep into Q-Learning, where I learned how actions are selected based on the highest Q-values to maximise rewards. The balance between exploration and exploitation, and understanding policies, gave me valuable insight into reinforcement learning concepts.
Reviewer Profile

5.0

Country Flag India
“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.
Reviewer Profile
Muhammad Talha Shafiq

5.0

“Its good for beginner. Make more slides to teach in simple and practical way. YOur slides are less and person speaks a lot and further more make detail notes. with proper headings”
Its good for beginner. Make more slides to teach in simple and practical way. YOur slides are less and person speaks a lot and further more make detail notes. with proper headings
Reviewer Profile

5.0

“REINFORCEMENT LEARNING WITH PYTHON ”
IT IS VERY EASY TO UNDERSTAND FROM STARTING AND IT WILL HELP A LOT TO ALL PEOPLE
Reviewer Profile

5.0

“RL(Reinforcement Learning) with Python Course”
Structured course on reinforcement learning algorithms covering Q-Learning and SARSA.
Reviewer Profile

5.0

Country Flag Canada
“AI itself is an interesting subject but learning more about it is amazing.”
AI itself is an interesting subject but learning more about it is amazing I really like the depth of the q learning.
Reviewer Profile

5.0

Country Flag India
“This was good and attractive class video”
This course help to get to know the better understanding about the Reinforcement Learning with Python
Reviewer Profile

5.0

Country Flag India
“It was good and informative course.the beat course recomnded”
It was good and informative course.the beat course recomnded
Reviewer Profile

5.0

Country Flag India
“Overall good learning experiences ”
Overall good learning experiences ,Thanks for the course .
Reviewer Profile

4.0

Country Flag India
“Reinforcement Learning with Python”
Reinforcement Learning with Python Course was easy to learn and understand

What our learners enjoyed the most

Our course instructor

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Dr. D Narayana

Senior Faculty, Academics, Great Learning

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33.9K+ Learners
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4 Courses
Dr. Narayana holds a PhD in Mathematics from Pierre and Marie Curie University, Paris, France. He has more than 11 years of industry experience and over 4 years of academic research experience. Over these years, he has worked as a professor, trader, project manager, team lead, and developer. His areas of expertise include Machine learning, Optimization, Financial engineering, and High-frequency & algorithmic trading. He is proficient in R Language, Hadoop, Python & Big Data Technologies. He has published over ten research articles in international journals and conferences. He has taught courses in Big Data technologies, guided student projects, and mentored students at premier institutes.

Frequently Asked Questions

Will I receive a certificate upon completing this free course?

Yes, upon successful completion of the course and payment of the certificate fee, you will receive a completion certificate that you can add to your resume.

Is this course free?

Yes, you may enroll in the course and access the course content for free. However, if you wish to obtain a certificate upon completion, a non-refundable fee is applicable.

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 certificate

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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