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Offered By: IBMSkillsNetwork

Reinforcement Learning and Deep Learning Essentials

Reinforcement Learning and Deep Learning are more advanced techniques and areas of Machine Learning. These techniques, centred around multi-layer neural networks, are important drivers behind the evolution of Artificial Intelligence (AI). In just a couple of hours, this course will provide a quick introduction to both Reinforcement Learning and Deep Learning and will even get you to apply these techniques in a hands-on exercise.

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Course

Machine Learning

983 Enrolled
4.6
(291 Reviews)

At a Glance

Reinforcement Learning and Deep Learning are more advanced techniques and areas of Machine Learning. These techniques, centred around multi-layer neural networks, are important drivers behind the evolution of Artificial Intelligence (AI). In just a couple of hours, this course will provide a quick introduction to both Reinforcement Learning and Deep Learning and will even get you to apply these techniques in a hands-on exercise.

By actively engaging with the course content, including video lectures, quizzes, and a hands-on lab, you will develop the skills and confidence necessary to effectively apply your newfound knowledge. 

Course Syllabus

Module 1
  • Reinforcement Learning
Module 2
  • Introduction to Deep Learning
  • Key Concepts in Neural Networks and Training
Module 3
  • Deep Learning Frameworks in Python
  • Hands-on Lab: Deep Learning in Python

Recommended Skills Prior to Taking this Course

  • Basic knowledge of Python programming language.

Estimated Effort

2 Hours

Level

Beginner

Skills You Will Learn

Data Science, Deep Learning, PyTorch, Keras, Machine Learning, Artificial Intelligence

Language

English

Course Code

ML0105EN

Released

June 30, 2023

Last Updated

July 13, 2023

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