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 Auckland 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.

Auckland is located in the North Island of New Zealand and is the largest area in the country. The population in Auckland is around 1,414,000 which makes up 31% of the entire countries population. Auckland was ranked 9th in the ‘World’s Most Liveable Places’ study in 2015. Auckland’s urban area has around 340 primary schools, 80 secondary schools and 29 combined schools catering for nearly 250,000 people. Auckland is also home to Rangitoto College which is the largest school in New Zealand housing over 3065 students. Auckland is home to some of the largest Universities in New Zealand and is renowned for its overseas language education, with a huge amount of foreign students choosing to study there. Some of the most acclaimed Universities in Auckland are: University of Auckland, Auckland University of Technology, Massey University, Manukau Institute of Technology and Unitec New Zealand. The University of Auckland is the largest and highest ranked university in the country. The University of Auckland was founded in 1883 and is made up of over 8 faculties and houses more than 40,000 students. The University of Auckland offers students various areas of study, such as Faculty of Arts, Business School, Faculty of Science and Faculty of Medical and Health Sciences. Massey University is another university situated in Auckland, Massey University houses over 35,000 students with 17,000 of those being distance learning students. Massey University is the only university in New Zealand that offers degrees in nanoscience, veterinary medicine and aviation. Massey University was established in 1927 and has links with the USA, Australia, Canada and Britain. The Unitec Institute of Technology is the largest institute of technology in Auckland and has over 16,000 students. The Institute was established in 1976. The Institute offers students degree programs in arts, business and technical subjects at bachelors, masters and doctoral level. The Manukau Institute of Technology was established in 1970 and houses over 25,000 students. The Manakau Institute of Technology offers students areas of study such as; Hospitality, Computing & IT, English Language, Engineering and Sport. The Manakau Institute of Technology has close connections with other institutes such as; University of Auckland, Te Wananga o Aotearoa and the Unitec Institute of Technology. 

Show moredown

Address

Level 2, Regus Building, 6 Clayton Street

T: +64 98874342

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Deep Learning Course in Auckland. 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 Auckland, 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 Auckland. 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 Auckland 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 Auckland 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 Auckland starts from NZD4095
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:  NZD12285

Package price:  NZD7395 (Save NZD4890)

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.