$350 – $500

Manchester Neural Networks Training | IT Training | Disruptive Technologies...

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Instructor Led Online | Video Conference

Manchester, NH

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Refund Policy

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Video Conference Details

Will be sent after registration and payment


Course Overview

Learn about artificial neural networks and how they're being used for machine learning, as applied to speech and object recognition, image segmentation, modeling language and human motion, etc. We'll emphasize both the basic algorithms and the practical tricks needed to get them to work well.


What you will learn in this course?

1. The components of a deep neural network and how they work together.

2. The basic types of deep neural networks (MLP, CNN, RNN, LSTM) and the type of data each is designed for.


What are the pre-requisites?

Python programming knowledge and Calculus (differentiation, integration, partial derivatives, etc.).


Course Outline

  • Introduction to the course - machine learning and neural nets
  • The Perceptron learning procedure
  • An overview of the main types of neural network architecture
  • The backpropagation learning procedure
  • Learning the weights of a linear neuron
  • Learning feature vectors for words
  • Learning to predict the next word
  • Object recognition with neural nets
  • Optimization: How to make the learning go faster
  • Recurrent neural networks
  • More recurrent neural networks
  • Ways to make neural networks generalize better
  • Combining multiple neural networks to improve generalization
  • Deep neural nets with generative pre-training
  • Modeling hierarchical structure with neural nets
  • Recent applications of deep neural nets


Training Dates

December 18, 2017 - January 18, 2017

Times: Every week, Mon & Thu 7:00pm - 9:00pm (Pacific Standard Time)

Each session will be recorded and the recordings will be shared after each session with students.


Refund Policy

1. There are no refunds.
2. If for any reason the course has not been taken, class is cancelled or rescheduled, the payment can be applied towards any future course by Omni212.


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Date and Time

Location

Instructor Led Online | Video Conference

Manchester, NH

View Map

Refund Policy

No Refunds

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