Deep Learning Course in Ottawa

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Deep Learning Course

Ottawa

Unlock career opportunities in diverse industries with our Deep Learning Course
Gain hands-on experience in implementing deep learning models
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 Deep Learning Training 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 Deep Learning Training, 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 Ottawa 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.

Ottawa is the capital city of Canada. It is located on the bank of the Ottawa River in the east of Southern Ontario province. It has an estimated population of 885,000 people. Ottawa is the fourth largest city in the world. The name of this city comes from the Algonquin word Odawa which means “to trade”. 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. Parents can choose between sending their children to one of the public schools or they can sent them to a fee paying private school. Those who live in Ottawa and find that picking a secondary school is a fraught decision involving school zones and ratings. There are four main public school boards in Ottawa. One is English, one is English-Catholic, and one is French and another is French-Catholic. The Ottawa-Carleton District School Board which is the largest with 147 schools to oversee. The catholic school board has 85 schools, the Conseil des écoles catholiques du Centre-Est has 49 schools and the Conseil des écoles publiques de l'Est de l'Ontario has 37 schools. 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. Ottawa is one of the best educates cities in Canada as it is believed that over half of the population have graduated from college or university. Ottawa has the highest per capita concentration of engineers, scientists, and residents with PhDs in Canada. The University of Ottawa was founded in 1848 and was the first higher education institute to be established in the city. The university is a bilingual public university. The University of Ottawa is ranked in the top 300 universities in the world, coming in at number 284 and is a top 15 university in Canada. The university has faculties in the following areas: arts, civil law, common law, education, engineering, post graduate studies, health sciences, medicine, science, social sciences and the school of management. Ottawa also has two main public colleges Algonquin College and La Cité collégiale. There are also 2 catholic universities in the city; Dominican University College and Saint Paul University.

Address

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 Ottawa. 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 Ottawa, 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 Ottawa 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 the difference between Machine Learning and Deep Learning?

Machine learning is a subset of AI that focuses on algorithms learning from data to make predictions, while deep learning is a specialised area within machine learning that uses neural networks with many layers to model complex patterns, particularly in large datasets.

What are the benefits of this Deep Learning Training?

The Deep Learning Training enhances skills in building neural networks, improving AI model performance, and understanding algorithms. It equips individuals with the knowledge to solve complex problems and advance in data science and AI careers.

Are there any prerequisites needed for Deep Learning Course?

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

Who should attend this Deep Learning Online Courses?

This Deep Learning Training is ideal for data scientists, AI researchers, software engineers, and professionals keen to enhance their skills in machine learning, neural networks, and AI technologies for solving complex business challenges.

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

Yes, The Knowledge Academy offers 24/7 support for Deep Learning Online Courses via phone & email before attending, during, and after the course. Our customer support team is available to assist and promptly resolve any issues you may encounter.

What is included in this Deep Learning Online Training?

In this Deep Learning Online Training, delegates will have 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 Certification Course?

This course takes 1-day to complete during which delegates participate in intensive learning sessions that cover various course topics.

What will I learn in this Deep Learning Specialisation?

In this Deep Learning Specialisation, you will learn to design, build, and optimise neural networks, understand key algorithms, implement deep learning models, and apply AI techniques to solve real-world problems in various industries.

What practical skill sets can I expect to have upon completing this Deep Learning Certification?

Upon completing the Deep Learning Certification, you will gain practical skills in building and training neural networks, optimising machine learning models, working with deep learning frameworks, and applying AI solutions to real-world problems.

Do I need any prior experience to take this course?

While prior experience in programming, machine learning, or data science is beneficial, it is not essential. The course is designed to accommodate beginners, gradually building the necessary skills for deep learning applications.

What kind of jobs can I expect based on this training?

With this training, you can pursue roles such as Data Scientist, Machine Learning Engineer, AI Specialist, Deep Learning Engineer, and Research Scientist, applying advanced AI techniques to solve complex business and technological challenges.

Who should I contact if I am unable to access my Deep Learning Course?

If you face any issues in accessing the Deep Learning Course materials, then you can reach out to our customer support team who will provide you with quick assistance to resolve the issue.

Are there practical components or hands-on activities in Deep Learning Certification?

Yes, the certification includes practical components and hands-on activities, where you will work on building and training neural networks, applying deep learning frameworks, and solving real-world problems to reinforce theoretical concepts.

Do you provide self-paced module for this training?

The Knowledge Academy provides flexible self-paced training for this course. Self-paced training is beneficial for individuals who have an independent learning style and wish to study at their own pace and convenience.

Do you provide corporate training for this Deep Learning Course?

Yes, we provide corporate training for this course, tailored to fit your organisation’s requirements.

Why choose The Knowledge Academy in Ottawa over others?

The Knowledge Academy in Ottawa stands out as a prestigious training provider known for its extensive course offerings, expert instructors, adaptable learning formats, and industry recognition. It's a dependable option for those seeking this course.

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

The training fees for Deep Learning Coursein Ottawa starts from CAD3395

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

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

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

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

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