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Students with so many Reinforcement Learning find it incredibly hard to meet their requirements. Learners frequently ask if there is a Reinforcement Learning for each case. The answer is YES. You can find popular courses below. For your career development, registering for the right course is a significant consideration. The best courses and classes in the Reinforcement Learning were selected by hand in this article in 2023.
Our main objective is to illustrate the best known and famous courses in each category.
Based on your choice, you choose the one that best suits your needs.
Let’s, however, look at the best Reinforcement Learning courses on the market.
Table of Contents
Duration: Self-paced
Rating: 4.7 out of 5
This specialization course consists of four courses offered by the University of Alberta to help you explore the power of adaptive learning systems and artificial intelligence. This program will show how reinforcement learning solutions can help you to solve real problems through the interaction of trial and mistakes by implementing a complete RL solution from start to finish. The program is designed by the University of Alberta’s experienced faculty so that you are in direct contact with the lecturers to answer your queries. You will also have a clear understanding of modern probabilistic artificial intelligence after the specialization.
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Duration: 4 months, 10-15hrs/week
Rating: 4.5 out of 5
This nanodegree program is designed by expert teachers from Udacity and helps you learn the deep reinforcement learning skills that support the progress in AI. This program helps you how to write your own implementations for state-of-the-art algorithms like DQN, DDPG and evolutionary methods. In addition, you can also learn how to use reinforcement learning approaches for systems involving multiple interacting entities, for example. The curriculum consists of different real-world projects, hands-on activities, graded tasks and rich learning content, so you can better understand the topics. If the course is successful, you earn a completion certificate that can be used to demonstrate your skills. Don’t forget to look at our best Space Data Courses list.
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Duration: 6 weeks, 4-8 hours/week
Rating: 4.6 out of 5
If you’re new to reinforcement learning, you might get an excellent opportunity to learn more about this course. In this program, you will learn how to limit reinforcement learning problems and address classic examples, such as trying to balance a cart pole, news advice and trying to learn to navigate a grid world. This course is part of a technical AI certification program that allows you to proceed with advanced AI concepts to broaden your knowledge after completing this course. You will also obtain a completion certificate after the course is finished.
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Duration: 9-10 hours
Rating: 4.6 out of 5
People wishing to master artificial intelligence through deep thinking and methods of enhancement will take advantage of this course. This course will lead you to all aspects of artificial intelligence with supervised and unattended machine learning algorithms. You should understand how the method of improving learning is completely different from directed and unregulated learning. The course instructor, Lazy Programmer, is an accomplished artificial engineer who will support you during your study. It will enable you to build profound models to predict click rate and user actions while providing an overview of various artificial intelligence concepts.
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Duration: 8-9 hours
Rating: 4.6 out of 5
Reinforcement learning is just another part of artificial intelligence, much more than such as profound learning, neural networks, etc. This Udemy course teaches you all about the application of profound thinking, neural networks to Reinforcement learning. In this course you will learn how Reinforcement learning is completely different from supervised and unsupervised learning. You will learn how supervised and unsupervised machine-learning algorithms can be used to analyze and predict data, but enhanced learning can be used to train agents to communicate with and maximize their reward. You will be awarded a certificate of completion from Udemy at the end of the course.
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Duration: 4 months
Rating: 4.5 out of 5
If you belong to those who want free courses to continue with strengthening training, this is the platform that’s right for you. Udacity provides Georgia Tech ‘s intensive free enhancement learning. In this course you will discuss automated decision-making, analyze efficient algorithms, where they operate, in single agent and multi-agent planning and many other topics from a computer science point of view. This is an advanced machine course with a rich content which helps you learn easily and efficiently. You can even enroll in the deep strengthening training offered by a Nano degree programme, after completing this course.
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Duration: 6 weeks, 4-5 hours/week
Rating: 4.1 out of 5
It is one of the best courses in education for Reinforcement learning. You’ll be introduced to basic RL methods such as value / political iteration, Q-learning, policy gradient, etc. The course is offered as part of the Advanced Machine Learning program by the National Research University Higher School of Economics. You should then participate in advanced machine learning courses in order to increase the expertise at the end of this course. This course includes multiple video lectures, exercises, questionnaires and external resources so that you can analysis your know-how and develop your skills at every stage of your learning.
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Duration: 2 months, 2-3 hours/week
Rating: 4.5 out of 5
Individuals who want to learn how to make the right decisions using artificial intelligence can help with this efficient Stanford University course. This course gives you a strong insight into the field of Reinforcement learning and the main problems and strategies used in Reinforcement learning, such as exploration or generalisation. This course contains a mix of lectures and written coding tasks to help you learn key ideas and techniques for RL. You shall be assigned at the end of the course to work on an actual project to analyze your skills and learning.
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Duration: Self-paced
Rating: 4.5 out of 5
If you are confused as to where to start refresher learning or what are the best refresher learning courses, don’t waste your time. Udemy provides a list of different courses and tutorials on the enhancement from various colleges and universities. If you want to know about the fundamentals of improving learning or highly advanced topics, Udemy has a course for you. Nevertheless, the bestsellers of these courses include Artificial Intelligence: Reinforcement Learning in Python, Deep Reinforcement Learning 2.0, and Reinforcement Learning with PyTorch. Completing these courses will help you to develop your career in this area better with all the skills you need.
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This is the list of the 9 Best Online Reinforcement Learning Courses & Certification of 2023. They are popular and loved by many data scientists. You will find between these courses what you need to learn in order to continue your machine learning path.
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