Course: Neural Networks

$131.89 incl. vat


duration: 6 hours |

Language: English (US) |

access duration: 90 days |

In Onbeperkt Leren


In this course, you’ll explore how to work with machine learning frameworks and Python to implement training algorithms for neural networks. You will learn the concept and characteristics of perceptrons, a single layer neural network that aggregates the weighted sum of inputs, and returns either zero or one, and neural networks. You will then explore some of the prominent learning rules that apply in neural networks, and the concept of supervised and unsupervised learning. Next, you’ll discover how to design advanced machine learning algorithms by using training patterns, pattern association, the Hebbian learning rule, and competitive learning. You’ll examine the concepts and characteristics of online and offline training techniques in implementing artificial neural networks, and different training patterns in teaching inputs that are used in implementing artificial neural networks. Finally, you will examine prominent techniques to use to optimize neural networks, and how to debug neural networks.


After completing this course, you are ready to implement training algorithms for neural networks into your daily tasks.


Basic IT knowledge.

Target audience

Software Developer


Neural Networks

6 hours

Training Neural Networks: Implementing the Learning Process

Discover how to use frameworks and Python to implement training algorithms for neural networks, as well as how to implement classification, regularization and backpropagation algorithms.

Training Neural Networks: Advanced Learning Algorithms

Explore how to design advanced learning algorithms like training patterns, pattern association, Hebbian learning rule, and competitive learning.

Course options

We offer several optional training products to enhance your learning experience. If you are planning to use our training course in preperation for an official exam then whe highly recommend using these optional training products to ensure an optimal learning experience. Sometimes there is only a practice exam or/and practice lab available.

Optional practice exam (trial exam)

To supplement this training course you may add a special practice exam. This practice exam comprises a number of trial exams which are very similar to the real exam, both in terms of form and content. This is the ultimate way to test whether you are ready for the exam. 

Optional practice lab

To supplement this training course you may add a special practice lab. You perform the tasks on real hardware and/or software applicable to your Lab. The labs are fully hosted in our cloud. The only thing you need to use our practice labs is a web browser. In the LiveLab environment you will find exercises which you can start immediatelyThe lab enviromentconsist of complete networks containing for example, clients, servers,etc. This is the ultimate way to gain extensive hands-on experience. 


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Kennis opdoen met interactieve e-learning en uitgebreide praktijkopdrachten door gecertificeerde docenten


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What is included?

Certificate of participation Yes
Monitor Progress Yes
Award Winning E-learning Yes
Mobile ready Yes
Sharing knowledge Unlimited access to our IT professionals community
Study advice Our consultants are here for you to advice about your study career and options
Study materials Certified teachers with in depth knowledge about the subject.
Service World's best service


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