Deep Learning Course in Mississauga

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Deep Learning Course

Mississauga

Unlock career opportunities in diverse industries with our Deep Learning Course
Gain hands-on experience in implementing deep learning models for real-world applications
Understand the importance of deep learning and how it works

Dates & Prices Dates & Prices

Course information

Deep Learning Course Outline

Module 1: Machine Learning Basics

What is Machine Learning?
Need for Machine Learning
Types of Machine Learning

Module 2: Introduction to Deep Learning

Importance of Deep Learning
How Deep Learning Works?
Difference Between Deep Learning and Machine Learning

Module 3: Artificial Neural Network

Introduction
Characteristics of Artificial Neural Network

Module 4: Deep Neural Networks

Feedforward Networks
Convolutional Neural Networks
Recurrent Neural Networks

Module 5: Linear Algebra

Mathematical Objects
Computational Rules in Linear Algebra
Matrix Multiplication Properties

Module 6: Probability

Terminology
Random Variables
Probability Distributions
Marginal Probability
Conditional Probability
Chain Rule of Conditional Probabilities
Baye’s Rule

Module 7: Auto Encoders

Need of Auto Encoder
Architecture of Auto Encoders
Applications of Auto Encoders

Module 8: Computational Graphs

What are Computational Graphs?

Module 9: Monte Carlo Methods

Introduction
Machine Learning in Monte Carlo Method

Module 10: Deep Generative Models

Introduction
Boltzmann Machines
- Functioning of Boltzmann Machines

Module 11: Deep Learning Applications

Applications of Deep Learning

Module 12: Libraries and Frameworks

Libraries
Framework
- Features of Deep Learning Framework

Who should attend this Deep Learning Course?

This Deep Learning Training Course aims at equipping individuals with knowledge of Natural Language Processing, Robotics, and even Healthcare. This course will teach Deep Learning algorithms, technologies, and applications providing learners the skills needed to implement and adapt Deep Learning models for different tasks. This course can be beneficial for a wide range of professionals, including:

Data Scientists
Machine Learning Engineers
Research Scientists
Software Developers
Artificial Intelligence (AI)/Machine Learning (ML) Product Managers
Business Analysts
Finance Professionals

Prerequisites of the Deep Learning Course

To attend this Deep Learning Training Course, delegates should have a basic understanding of Python, Linear Algebra, and Probability.

Deep Learning Course Overview

Deep Learning is a subset of Artificial Intelligence (AI) that focuses on algorithms inspired by the structure and function of the human brain's neural networks. It's pivotal in revolutionising industries like healthcare, finance, and technology by enabling machines to learn from data, recognise patterns, and make intelligent decisions autonomously.

Proficiency in Deep Learning Course is crucial for Data Scientists, AI Engineers, Software Developers, and Researchers. Mastering this field empowers professionals to create innovative image and speech recognition solutions, natural language processing, autonomous vehicles, and predictive analytics. It is essential for those aiming to stay competitive and drive technological advancements across various industries.

This intensive 1-day course equips delegates with fundamental concepts and practical skills in deep learning. Through hands-on workshops and expert-led sessions, delegates comprehensively understand neural networks, convolutional and recurrent neural networks, and their applications. Delegates learn to implement deep learning models, interpret results, and optimise algorithms for diverse real-world scenarios.

Course Objectives

To understand the foundational principles of neural networks
To explore various deep learning architectures, including CNNs and RNNs
To apply Deep Learning algorithms in image and speech recognition tasks
To analyse and interpret profound learning model results effectively
To optimise and fine-tune neural networks for improved performance
To comprehend ethical considerations in deploying deep learning solutions
To develop practical skills through hands-on exercises and case studies
To foster confidence in applying deep learning techniques in real-world projects

After completing the course, delegates receive a certification validating their proficiency in deep learning fundamentals. This certification attests to their understanding of neural network concepts, ability to design and implement deep learning models, and skills in utilising these techniques to solve practical problems effectively.

What’s included in this Deep Learning Course?

World-Class Training Sessions from Experienced Instructors
Deep Learning Certificate
Digital Delegate Pack

Why choose us

Our Mississauga venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Mississauga is the sixth largest city in Canada. It is in the south of the province of Ontario in the region of peel. The city is estimated to have a population of around 715,000 people. The rapid growth of this city is attributed to its proximity to Toronto. It was originally built as suburb of Toronto. Education in Canada is mostly free and publicly funded. It is overseen by the federal, provincial and local governments, with the education within provincial jurisdiction and the curriculum overseen by the province. Education is compulsory in most provinces up to the age of 16. Mississauga is served by the Peel District School Board, which operates the secular English speaking public schools. There is also a school board that runs the local catholic schools and a board that runs the French speaking schools in the area, one for the secular French schools and one for the catholic French schools. There are a number of schools in the area that offer specialised programs. These include the French immersion schools such as Clarkson Secondary School and Streetsville Secondary School. There are three schools in the areas that off a Regional Arts Program and two that offer a specialist sci-tech program for students who are gifted in these areas. There is also two schools that offer support for those studying for the international baccalaureate plus numerous other programs. Canada’s higher has a very good reputation. However there is no formal ranking system and students will often choose colleges and universities bases on geographic convenience and the reputation of a particular course. Mississauga is home to one of the three campuses run by the University of Toronto. This university is ranked as the 34th best university in the world and is the second highest ranked Canadian university in the rankings. The campus was established in 1967 and is the universities second largest division. It is home to 12,000 students. They have 15 academic departments and pupils can choose from 148 programs to participate in from 89 areas of study. Students can study both undergraduate and graduate programs on this campus. This campus also has an excellent research environment that has helped the staff and researchers become internationally recognised for their work. The university includes Institutes for Management and Innovation, and Communication, Culture, Information and Technology.

Address

Robert Speck 2
2 Robert Speck Parkway
Suite 750
Mississauga
Ontario
L4Z 1H8

T: +1 6474932992

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Deep Learning Course in Mississauga. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Learn more in our FAQs

Unlock your potential with The Knowledge Academy's Deep Learning Course in Mississauga, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Learn more in our FAQs

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

Learn more in our FAQs

What our customers are saying

Deep Learning Course in Mississauga FAQs

What is Deep Learning?

Deep Learning is a branch of Machine Learning using neural networks to imitate human brain functions, processing data in complex layers for tasks like image recognition and language processing.

What is difference between Machine Learning and Deep Learning?

Machine learning uses algorithms to learn from data. Deep learning, a subset, employs multi-layered neural networks for complex data tasks but needs significant labeled data and computational power.

What are the benefits of this Deep Learning Training?

This training unlocks powerful pattern recognition, enabling highly accurate models for image and speech recognition tasks. Its adaptability and continuous improvement drive innovation across industries like healthcare and finance.

Are there any prerequisites needed for this Deep Learning Online Course?

To attend this Deep Learning Online Course, delegates should have a basic understanding of Python, Linear Algebra, and Probability.

Who should attend this Deep Learning Online Course?

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.

Do you offer 24/7 support for this Deep Learning Training?

We are able to provide support via phone & email prior to attending, during and after the course.

What is included in this Deep Learning Training Course?

In this Deep Learning Training Course, delegates will have 1-day intensive training with our experienced instructors, a digital delegate pack consisting of important notes related to this course, and a certificate after course completion.

What is the duration of this Deep Learning Online Course?

The duration of this course spans 1 day.

How does this Deep Learning Training contribute to career advancement and professional development?

This training contributes to career advancement and professional development by equipping individuals with advanced artificial intelligence and machine learning skills, opening up opportunities in high-demand fields such as data science and AI research.

What will I learn in this Deep Learning Online Course?

This course teaches you about neural networks, deep learning algorithms, convolutional neural networks (CNNs), recurrent neural networks (RNNs), Feedforward Networks, and image recognition techniques.

Do you provide self-paced Deep Learning Training?

Yes, we provide self-paced learning for this Deep Learning Online Course.

Do you provide corporate training for this Deep Learning Course?

Yes, The Knowledge Academy provides corporate training for all the training courses including, this Deep Learning Online Course.

What is the cost/training fees for Deep Learning Course certification in Mississauga?

The training fees for Deep Learning Course certification in Mississauga starts from CAD3395

Which is the best training institute/provider of Deep Learning Course in Mississauga?

The Knowledge Academy is the Leading global training provider for Deep Learning Course.

What are the best Artificial Intelligence & Machine Learning courses in Mississauga?

Please see our Artificial Intelligence & Machine Learning courses available in Mississauga

Why choose us

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.

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

Resources are included for a comprehensive learning experience.

"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