Neural Network in R Training Course

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Duration Duration

14 hours (usually 2 days including breaks)

Requirements Requirements

Programming in any programming language recommended .

Overview Overview

This course is an introduction to applying neural networks in real world problems using R-project software.

Course Outline Course Outline

Introduction to Neural Networks

  1. What are Neural Networks
  2. What is current status in applying neural networks
  3. Neural Networks vs regression models
  4. Supervised and Unsupervised learning

Overview of packages available

  1. nnet, neuralnet and others
  2. differences between packages and itls limitations
  3. Visualizing neural networks

Applying Neural Networks

  • Concept of neurons and neural networks
  • A simplified model of the brain
  • Opportunities neuron
  • XOR problem and the nature of the distribution of values
  • The polymorphic nature of the sigmoidal
  • Other functions activated
  • Construction of neural networks
  • Concept of neurons connect
  • Neural network as nodes
  • Building a network
  • Neurons
  • Layers
  • Scales
  • Input and output data
  • Range 0 to 1
  • Normalization
  • Learning Neural Networks
  • Backward Propagation
  • Steps propagation
  • Network training algorithms
  • range of application
  • Estimation
  • Problems with the possibility of approximation by
  • Examples
  • OCR and image pattern recognition
  • Other applications
  • Implementing a neural network modeling job predicting stock prices of listed

Bookings, Prices and Enquiries

Guaranteed to run even with a single delegate!
Public Classroom Public Classroom
From 5400USD
(4)
Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
Private Classroom
Participants are from one organisation only. No external participants are allowed. Usually customised to a specific group, course topics are agreed between the client and the trainer.
Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet. More Information

The more delegates, the greater the savings per delegate. Table reflects price per delegate and is used for illustration purposes only, actual prices may differ.

Number of Delegates Public Classroom Private Remote
1 5400USD 3500USD
2 3450USD 2350USD
3 2800USD 1967USD
4 2475USD 1775USD
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Related Categories

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Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
DubaiWed, 2017-07-12 09:303500USD / 5400USD

Course Discounts

Course Venue Course Date Course Price [Remote / Classroom]
Business Process Modelling in BPMN 2.0 Dubai Mon, 2017-06-19 09:30 3510USD / 6060USD
Programming with Big Data in R Jeddah Mon, 2017-07-10 09:30 3510USD / 7610USD
Data Mining with R Jeddah Tue, 2017-07-18 09:30 2340USD / 5340USD
GlassFish Administration Dubai Sun, 2017-08-13 09:30 3510USD / 6060USD
Introduction to R Dubai Tue, 2017-08-29 09:30 3510USD / 6060USD
Data Mining Dubai Mon, 2017-10-23 09:30 4725USD / 7275USD
Cloud Computing Overview Dubai Thu, 2017-11-09 09:30 1170USD / 2420USD

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