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Course Information

Deep Learning Course Outline

Machine Learning Basics

Introduction to Deep Learning

  • Importance of Deep Learning
  • How Deep Learning Works
  • Difference between Deep Learning and Machine Learning

Artificial Neural Networks

Deep Neural Networks

  • Feedforward Networks
  • Convolutional Networks
  • Recurrent and Recursive Networks

Linear Algebra

Probability

  • Random Variables
  • Probability Distributions
  • Marginal Probability
  • Conditional Probability
  • Chain Rule of Conditional Probabilities
  • Bayes’ Rule

Autoencoders

Computational Graphs

Monte Carlo Methods

Deep Generative Model

  • Boltzmann Machines

Applications

Libraries and Frameworks

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Prerequisites

It is recommended that delegates possess some basic knowledge of Python, linear algebra and probability.

Who should attend this Deep Learning Training?

This course is intended for individuals who wish to learn how deep learning works and who may wish to develop their own applications using deep learning techniques. 

Deep Learning Course Overview

Deep Learning is used for building and training neural networks – layers of decision-making nodes inspired by the human brain.

It is a subset of machine learning (ML) where artificial neural networks learn from large amounts of data. It allows machines to solve complicated problems even when using diverse, unstructured, and interconnected data sets.

This Deep Learning Training course will provide you with a basic understanding of the linear algebra, probabilities, and algorithms used in deep neural networks. After learning the difference between deep learning and machine learning, delegates will gain in-depth knowledge of the different types of neural networks such as feedforward, convolutional, and recursive. At the end of this course, delegates will be able to build complex models that help machines to solve real-world problems.

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What's included in this Deep Learning Course?

  • The Knowledge Academy’s Deep Learning Training Manual
  • Experienced Instructor
  • Completion Certificate

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Why choose us

Ways to take this course

Our easy to use Virtual platform allows you to sit the course from home with a live instructor. You will follow the same schedule as the classroom course, and will be able to interact with the trainer and other delegates.

Our fully interactive online training platform is compatible across all devices and can be accessed from anywhere, at any time. All our online courses come with a standard 90 days access that can be extended upon request. Our expert trainers are constantly on hand to help you with any questions which may arise.

What our customers are saying

Frequently asked questions

FAQ's

Please arrive at the venue at 8:45am.
It is recommended that the delegates should possess some basic knowledge of python, linear algebra and probability.
This course is intended for individuals who wish to learn the basics of deep learning and may also wish to develop their own applications using deep learning techniques.
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
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 Deep Learning Course certification in Canada starts from CAD2995
The Knowledge Academy is the Leading global training provider in the world for Deep Learning Course.

Why choose us

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Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

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Many delivery methods

Flexible delivery methods are available depending on your learning style.

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High quality resources

Resources are included for a comprehensive learning experience.

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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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Artificial Intelligence & Machine Learning Package

Save upto 40%
3 courses
Included courses:

Introduction to Artificial Intelligence TrainingCAD3995

Machine Learning TrainingCAD3995

Deep Learning CourseCAD3995

Total without package:  CAD11985

Package price:  CAD7195 (Save CAD4790)

Purchase now