Course information

Deep Learning Training 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

Show moredowndown

Who should attend this Deep Learning Training Course?

This Deep Learning 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 Training Course

To attend this Deep Learning 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.

 

Show moredowndown

What’s included in this Deep Learning Training Course?

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

 

Why choose us

Our Glasgow 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.

Glasgow is the largest city in Scotland and is the third largest city in the UK. The population of Glasgow is around 600,000 inhabitants. Glasgow is now considered the largest seaport in Britain. Glasgow is well known for its higher education facilities and has four universities within 10 miles of the city centre. The four main universities in Glasgow are the University of Glasgow, University of Strathclyde, Glasgow Caledonian University and University of the West of Scotland. There are also a few colleges and higher education facilities in Glasgow such as; the City of Glasgow College, Glasgow Clyde College and Glasgow Kelvin College.

The Higher education facilities include Jordanhill Teacher Training College, Royal Conservatoire of Scotland and Glasgow School of Art. The University of Glasgow is the fourth oldest University in the UK. It was founded in 1451. Glasgow originally only educated wealthy students but has however become a pioneer in higher education. Glasgow offered studies to the wealthy in Law, Medicine, Civil Servicing, Teaching and Church Studies. The University of Glasgow currently offers degrees in Arts, Humanities, Modern Languages, Sciences, Medicine, Veterinary Medicine, Engineering and Social Sciences. The University of Glasgow had some notable alumni such as Lady Hazel Cosgrove who became the first woman to be appointed as a permanent seat as a judge in the Court of Session. The University of Strathclyde is another major university in Glasgow. It was established in 1796 and is the third largest university in Scotland with around 20,000 students in attendance. The University offers various degrees in areas such as Engineering, Architecture, Chemistry, Mathematics, Physics, Education, Law, Psychology and Economics.

The University of Strathclyde also has many notable alumni and academics such as Jim McColl who is the richest man in Scotland, Henry Faulds who founded fingerprint identification and John Logie Baird who invented the world’s first working television. The Glasgow Caledonian University is another university located in Glasgow. It has roots tracing back to 1875 but was formally established in 1993. Glasgow Caledonian has around 18,000 students in attendance and is one of Scotland’s Largest Universities. Glasgow Caledonian is ranked among the UK’s top 10 universities. Glasgow Caledonian has many notable alumni, such as Gordon Brown and Neil Buchanan. 

Popular searched areas in and around Glasgow include:-

  • Balmaha
  • Barrhead
  • Bearsden
  • Bishopbriggs
  • Blantyre
  • Bowling
  • Cambuslang
  • Cumbernauld
  • East Kilbride
  • Giffnock
  • Ibrox
  • Kilsyth
  • Kirkintilloch
  • Milngavie
  • Mount Vernon
  • Newton Mearns
  • Pollock
  • Rutherglen
  • Uddingston

Show moredown

Address

Glasgow

T: 01344203999

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Deep Learning Course in Glasgow. 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.

Unlock your potential with The Knowledge Academy's Deep Learning Course in Glasgow, 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.

Experience the most sought-after learning style with The Knowledge Academy's Deep Learning Course in Glasgow. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Deep Learning Course in Glasgow sessions.

best_trainers

Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

venues

State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

small_classes

Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

value_for_money

Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

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

Tailored learning experience

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

budget

Maximise your training budget

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

team_building

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_progress

Monitor employees progress

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

What our customers are saying

Deep Learning Course in Glasgow FAQs

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.
Machine Learning involves algorithms that enable systems to learn patterns from data, while deep learning is a subset reliant on neural networks with multiple layers to comprehend complex data representations. Deep Learning, a specialised Machine Learning, excels in handling unstructured data and complex tasks but typically requires substantial labelled data and computational resources.
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.
To attend this Deep Learning Course, delegates should have a basic understanding 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.
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.
Yes, we provide self-paced learning for Deep Learning Training.
Yes, The Knowledge Academy provides corporate training for all the training courses including, this Deep Learning Course.
The training fees for Deep Learning Course certification in Glasgow starts from £1995
The Knowledge Academy is the Leading global training provider for Deep Learning Course.
Show more down

Why choose us

icon

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.

icon

Many delivery methods

Flexible delivery methods are available depending on your learning style.

icon

High quality resources

Resources are included for a comprehensive learning experience.

barclays Logo
deloitte Logo
Thames Water Logo

"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

santander logo
bmw Logo
Google Logo

Looking for more information on Artificial Intelligence & Machine Learning?

backBack to course information

Artificial Intelligence & Machine Learning Package

Save upto 40%
3 courses

Total without package:  £5985

Package price:  £3595 (Save £2390)

Purchase now
cross

OUR BIGGEST SPRING SALE!

Special Discounts

red-starWHO WILL BE FUNDING THE COURSE?

close

close

Thank you for your enquiry!

One of our training experts will be in touch shortly to go over your training requirements.

close

close

Press esc to close

close close

Back to course information

Thank you for your enquiry!

One of our training experts will be in touch shortly to go overy your training requirements.

close close

Thank you for your enquiry!

One of our training experts will be in touch shortly to go over your training requirements.