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Reinforcement Learning and Deep Learning Essentials

BeginnerCourse

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.

4.6 (2k+ Reviews)

Language

  • English

Topic

  • Machine Learning

Enrollment Count

  • 2.83K

Skills You Will Learn

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

Offered By

  • IBMSkillsNetwork

Estimated Effort

  • 2 hours

Platform

  • SkillsNetwork

Last Update

  • May 10, 2025
About this Course
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
Module 3
  • Key Concepts in Neural Networks and Training
Module 4
  • 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.

Instructors

Vicky Kuo

Data Scientist

I believe that success isn't just about individual milestones, but also about uplifting and encouraging others to reach their potential. This is why I'm passionate about combining my technical background with my eagerness to help people overcome technological hurdles and accelerate growth. When I’m not on the job, I love hiking with my two dogs or relaxing in a coffee shop. There's nothing better than having an insightful conversation over coffee, or even better, some volunteer work! Please feel free to reach out to me on LinkedIn.

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Aije Egwaikhide

Data Scientist at Meta (Facebook)

Senior Data Scientist, Applied Statistician, Machine Learning, and Educator.

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Yasmine Hemmati

Skills Network data scientist Intern

Math, Statistics and Computer Science Student at the University of Toronto

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Contributors

Rohit Arora

Full-Stack Software Engineer

A lifelong learner who develops cool technology. Join me to gain knowledge about the breadth of software development 😎.

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