Chapter 7: Neural Networks and Deep Learning

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Course Description

What are Neural Networks? What is Deep Learning? What are the different types of Deep Learning algorithms? What are the benefits and challenges in Deep Learning? What are Deep Learning applications?

By the end of the chapter, participants will be able to:

  • Explain what is meant by Classification
  • Describe how decision trees are applied 
  • Determine the main types of learning in Machine Learning 
  • List a number of Machine Learning applications

It is estimated that you complete this chapter in 90 minutes.


In order to be awarded a certificate for this chapter, you need to score 80% or more on each quiz in this chapter. You can retake each quiz for a maximum of 3 times and check the correct and incorrect answers after each try. Once you successfully complete all 8 chapters, you can claim your ‘Digital Skills for the Artificial Intelligence Revolution’ (DS4AIR) certificate from here