Training Neural Network in R Training Course

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Course Language

This course is delivered in Polish or English.

Course Code

rneuralnet

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

Guaranteed to run even with a single delegate!
Public Classroom Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
From 3133PLN
(85)
Private Classroom 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.
From 3133PLN
Request quote
Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From 8200PLN
Request quote

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 Classroom Private Remote
1 3133PLN 3133PLN 8200PLN
2 2667PLN 2667PLN 5200PLN
3 2511PLN 2511PLN 4200PLN
4 2433PLN 2433PLN 3700PLN
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Upcoming Courses

VenueCourse DateCourse Price [Remote/Classroom]
Olsztyn, ul. Kajki 3/1Mon, 2016-09-12 09:003700PLN / 2513PLN
Bydgoszcz, ul. Dworcowa 94Tue, 2016-09-13 09:003700PLN / 2504PLN
Zakopane ul. Jagiellońska 30 Wed, 2016-09-14 09:003700PLN / 2571PLN
Kraków, ul. Rzemieślnicza 1Mon, 2016-09-19 09:003700PLN / 2571PLN
Kielce, ul. Warszawska 19Tue, 2016-09-20 09:003700PLN / 2571PLN

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