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Neural Networks With Deep Learning Training - Australia

Key points about this course


Duration: 1 Days*

Support: 24/7

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  • Acquire thorough knowledge of deep learning and neural networks.
  • Learn about concepts such as logistic regression and vectorisation.
  • Gain an understanding of shallow and deep neural networks.

Available delivery methods for this course

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In-house

Course Information

Neural Networks with Deep Learning Training Course Overview

Neural Networks are a set of algorithms designed to identify patterns. These are developed to imitate the human brain. Neural networks translate sensory data through labelling or clustering raw input and machine perception. These networks identify numerical patterns that are stored in vectors. All the real-world data, including text, images, or sound, must be translated into these numerical patterns. Neural networks can be thought of as a clustering and classification layer on top of the data stored and managed.

The Knowledge Academy’s Neural Networks with Deep Learning Training course will provide delegates with an understanding of deep learning and neural networks. Delegates will be familiarised with basic concepts of neural networks such as binary classification, logistic regression, derivatives, and vectorisation.

During this 1-day training course, delegates will be introduced to Python and Jupyter/IPython notebooks. Delegates will learn about shallow neural networks, including vectorised implementation, activation functions, and backpropagation intuition. In addition, delegates will also gain knowledge on the concepts of deep neural networks involving deep L-layer neural network, deep representations, and forward and backward propagation.

Neural Networks with Deep Learning Training Course Outline

Introduction to Deep Learning

  • Introduction to Neural Networks
  • Supervised Learning with Neural Networks

Neural Networks Fundamentals

  • Binary Classification
  • Logistic Regression
  • Gradient Descent and Derivatives
  • Computational Graph
  • Vectorisation
  • Introduction to Python
  • Jupyter/IPython Notebooks

Shallow Neural Networks

  • Representation of a Neural Network
  • Computing the Output of a Neural Network
  • Vectorised Implementation
  • Activation Functions
  • Derivatives of Activation Functions
  • Gradient Descent for Neural Networks
  • Backpropagation Intuition

Deep Neural Networks

  • Deep L-layer Neural Network
  • Forward Propagation
  • Deep Representations
  • Building Blocks
  • Backward Propagation
  • Difference Between Parameters and Hyperparameters

Prerequisites

There are no prerequisites for this course. However, some experience with the Python programming language would be beneficial.

Audience

Anyone who wants to learn about neural networks and deep learning can attend this course.

Please arrive at the venue at 8:45am.
There are no prerequisites for this course. However, some experience with the Python programming language would be beneficial.
Anyone who wants to learn about neural networks and deep learning can attend this course.
We are able to provide support via phone & email prior to attending, during and after the course.
Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments
This course is 1 day.
Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts
The price for Neural Networks with Deep Learning Training certification in Australia starts from $3209
The Knowledge Academy is the Leading global training provider in the world for Neural Networks with Deep Learning Training.
  • Delegate pack consisting of course notes and exercises
  • Manual
  • Experienced Instructor
  • Refreshments

Key points about this course


Duration: 1 Days*

Support: 24/7

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Neural Networks With Deep Learning Training Dates & Prices

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Fri 28th Feb 2020
Places available
$3295
Perth
Fri 20th Mar 2020
Places available
$3995
Adelaide
Fri 20th Mar 2020
Places available
$3995
Melbourne
Fri 20th Mar 2020
Places available
$3695
Canberra
Fri 20th Mar 2020
Places available
$3695
Sydney
Fri 20th Mar 2020
Places available
$3695
Brisbane
Fri 20th Mar 2020
Places available
$3995
Fri 27th Mar 2020
Places available
$3295
Fri 24th Apr 2020
Places available
$3295
Melbourne
Fri 15th May 2020
Places available
$3695
Canberra
Fri 15th May 2020
Places available
$3695
Sydney
Fri 15th May 2020
Places available
$3695
Brisbane
Fri 15th May 2020
Places available
$3995
Perth
Fri 15th May 2020
Places available
$3995
Adelaide
Fri 15th May 2020
Places available
$3995
Fri 29th May 2020
Places available
$3295
Fri 26th Jun 2020
Places available
$3295
Canberra
Fri 17th Jul 2020
Places available
$3695
Sydney
Fri 17th Jul 2020
Places available
$3695
Brisbane
Fri 17th Jul 2020
Places available
$3995
Perth
Fri 17th Jul 2020
Places available
$3995
Adelaide
Fri 17th Jul 2020
Places available
$3995
Melbourne
Fri 17th Jul 2020
Places available
$3695
Fri 31st Jul 2020
Places available
$3295
Fri 28th Aug 2020
Places available
$3295
Sydney
Fri 18th Sep 2020
Places available
$3695
Brisbane
Fri 18th Sep 2020
Places available
$3995
Perth
Fri 18th Sep 2020
Places available
$3995
Adelaide
Fri 18th Sep 2020
Places available
$3995
Melbourne
Fri 18th Sep 2020
Places available
$3695
Canberra
Fri 18th Sep 2020
Places available
$3695
Fri 25th Sep 2020
Places available
$3295
Fri 30th Oct 2020
Places available
$3295
Perth
Fri 20th Nov 2020
Places available
$3995
Adelaide
Fri 20th Nov 2020
Places available
$3995
Melbourne
Fri 20th Nov 2020
Places available
$3695
Canberra
Fri 20th Nov 2020
Places available
$3695
Sydney
Fri 20th Nov 2020
Places available
$3695
Brisbane
Fri 20th Nov 2020
Places available
$3995
Fri 27th Nov 2020
Places available
$3295
Fri 18th Dec 2020
Places available
$3295

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Key points about this course


Duration: 1 Days*

Support: 24/7


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