Neural networks are one of the most exciting approaches to machine learning currently available to practitioners. Learn how simple computational units coarsely modelled on the neurons in biological brains can give rise to super-human levels of recognition and performance in a wide variety of machine learning tasks.

In this course, we will examine Neural Networks in terms of their most fundamental concepts and ideas.

We will examine some important ideas regarding training such networks

Upon completion of this course, you will be able to Describe how machine learning has evolved. Understand the fundamental ideas behind neural networks and Utilise a neural network approach for a machine learning challenge.

Dublin City University

The principles, methods and algorithms of machine learning, a subfield of artificial intelligence. Common machine learning models such as supervised or unsupervised models, semi- supervised models and reinforcement learning models.

machine learning

By the end of the course, you will be able to describe how machine learning has evolved;

By the end of the course, you will be able to understand the fundamental ideas behind neural networks;

By the end of the course, you will be able to utilise a neural network approach for a machine learning challenge.

Neural Networks - Machine Learning

Neural Networks - Machine Learning

Description

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Learners

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L01

ESCO SKILLS

L02

ESCO SKILLS

L03

ESCO SKILLS

Entrepreneurship, technology and innovation

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Dublin City University

Dublin City University