SGLearn@Artificial Intelligence II - Neural Networks in Java (Udemy.com)

This is a Duplicate Course for Singaporeans picking up new skillsets and competencies under the CITREP+ Scheme.

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Created by: DioPACT SG

Produced in 2017

What you will learn

Basics of neural networks
Hopfield networks
Concrete implementation of neural networks
Backpropagation
Optical character recognition

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Course Description

Welcome to the SGLearn Series targeted at Singapore-based learners picking up new skillsets and competencies.
This course is an adaptation of the same course by Holczer Balazs and is specially produced in collaboration with Holczer for Singaporean learners. If you are a Singaporean, you are eligible for the CITREP+ funding scheme, terms and conditions apply.
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Note from Balazs Holczer
This course is about artificial neural networks. Artificial intelligence and machine learning are getting more and more popular nowadays. In the beginning, other techniques such as Support Vector Machines outperformed neural networks, but in the 21th century neural networks again gain popularity. In spite of the slow training procedure, neural networks can be very powerful. Applications ranges from regression problems to optical character recognition and face detection. In the first part of the course you will learn about the theoretical background of neural networks, later you will learn how to implement them. If you are keen on learning methods, let's get started!
Who this course is for:

This course is recommended for students who are interested in artificial intelligence focusing on neural networks

Time: 5h

Instructor Details

DioPACT SG

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Dioworks is an e-learning design company focused on using technology as enablers to make learning easy, engaging and effective. Premised on innovative designs, pedagogy and research, we provide quality learning experiences for learners globally. Dioworks offers bespoke solutions for organisations to integrate learning, training and assessment of work-based competencies via blended learning strategies. We are also the local partner to Udemy in Singapore.
More specifically, we combine the strengths of Classroom-Facilitated Learning, Massive Open Online Courses (MOOCs) in partnership with UDEMY Inc, and our "Kinetic Coach" automated response training solution to achieve learning outcomes.