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Omdena Academy course

Neural Networks and Deep Learning Applications

Skill level
intermediate
Duration
21 hours
Start date
October 22, 2022
Learning Neural Networks & Deep Learning Applications

Who this course is for

An artificial intelligence technique called a neural network instructs computers to analyze data in a manner modeled after the human brain. Deep learning is a sort of machine learning that employs linked neurons or nodes in a layered framework to mimic the human brain. It develops an adaptive system that computers utilize to learn from their errors and improve continually. Artificial neural networks make an effort to more accurately tackle complex issues, such as summarising papers or identifying faces.

The course is for anyone interested in advanced applications of AI. 

What you will learn

  • Application of Neural Networks (NN)
  • Comparison of NN to the Human brain
  • Types of NN
  • How do NN work
  • How to train NN
  • Applications of NN
  • What is Deep learning in the concept of NN
  • Case Study

Prerequisites

  • Python Programming
  • Understanding of Machine Learning
  • Basic Deep Learning Concepts

Syllabus

  • Introduction to Neural Networking
  • Comparison of Neural Network to Human brain
  • Types of Neural Networking
  • How do NN work
  • How to Train Neural Networking
  • Applications of Neural Networking
  • What is Deep learning in the concept of Neural Networking
  • Case Study

Instructors