Deep Learning on Azure with Python: Reinforcement Learning

CloudSwyft Global Systems, Inc.

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Start Date: 04 Jan, 2021
6 weeks
Study Content: Videos

Discover reinforcement learning in this course covering how to frame reinforcement learning problems, algorithms, and more.

Course Fee: Free

Certificate Cost: See Fees and Eligibility

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Course Description

This course is made available through the eLearnAfrica and FutureLearn partnership.

This machine learning course focuses on reinforcement learning and how it uses artificial intelligence to find the best possible solution to complex problems involving multiple decisions.

Use reinforcement learning for complex problem solving

Reinforcement learning acknowledges the multifaceted, multilevel nature of the problems we use machine learning to solve. These challenges might be viewed as a sequence, with each resolved challenge creating or limiting possibilities to solve the next.
Framing these challenges as relational learning problems allows us to explore every potential path through a sequence of decisions. This allows artificial intelligence to determine the most effective or efficient solution to complex problems.

Reinforcement learning can be applied to neural networks used in deep learning, helping us to build more refined algorithms.

Explore dynamic programming algorithms and more

This course will give you an introduction to reinforcement learning using Python, in Microsoft Azure. You’ll learn how to frame relational learning problems. You’ll get an introduction to common relational learning algorithms, including dynamic programming algorithms and temporal difference learning. And you’ll discover Project Malmo – a platform for AI experimentation built in Minecraft.

Frame reinforcement learning problems in Azure with Python

By the end of this course, you will have developed a clear understanding of reinforcement learning techniques, and the relevant formal notation. You’ll then be able to apply these in Microsoft Azure Cognitive Services, using Python programming.

This machine learning and artificial intelligence course is designed for those who would like to learn more about deep learning. Basic knowledge of python programming would be advantageous, as would solid maths and computer science skills.

Certificate cost may vary. You will be redirected to the host page for cost and payment options.

CloudSwyft Global Systems, Inc.

This university is part of the partnership between eLearnAfrica and FutureLearn.

This institution is available on eLearnAfrica through partnership with FutureLearn.

You may be able to download course materials after enrolling in this course. If not, all of the necessary course materials provided by the course instructor will be available on the provider's course page.

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Effective Date: September 22, 2016