Course information

Neural Networks with Deep Learning Training Course Outline

Module 1: Introduction to Neural Networks

  • Introduction to Neural Networks
  • Supervised Learning with Neural Networks

Module 2: Neural Networks Fundamentals

  • Binary Classification
  • Logistic Regression
  • Gradient Descent and Derivatives
  • Computational Graph
  • Vectorisation
  • Introduction to Python
  • Jupyter/IPython Notebooks

Module 3: Shallow Neural Networks

  • Representation of a Neural Networks
  • Computing the Output of a Neural Network
  • Vectorised Implementation
    • Feed Forward
    • Back Propagation
  • Hidden Layer
  • Activation Functions
  • Gradient Descent for Neural Networks

Module 4: Deep Neural Networks

  • Deep L-Layer Neural Network
  • Forward Propagation
  • Computational Graphs
  • Backward Propagation
  • Neural Networks Training
  • Deep Representations
  • Building Blocks
  • Difference Between Parameters and Hyperparameters

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Who should attend this Neural Networks with Deep Learning Training Course?

The Neural Networks with Deep Learning Course is designed for individuals working in data science, artificial intelligence, and related fields who wish to deepen their understanding and practical skills in deep learning. The following are some professionals for whom this course can be beneficial:

  • Data Scientists
  • AI Engineers
  • Software Developers
  • Machine Learning Engineers
  • Researchers
  • Analysts
  • IT Professionals

Prerequisites of the Neural Networks with Deep Learning Training Course

There are no formal prerequisites for this Neural Networks with Deep Learning Course. However, a basic understanding of programming and familiarity with machine learning concepts would be beneficial.

Neural Networks with Deep Learning Training 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 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

Upon completing this course, delegates will have acquired the knowledge and skills necessary to implement and optimise deep learning models using TensorFlow, making them invaluable assets in their professional fields.

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What’s included in this Neural Networks with Deep Learning Training Course?

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

Why choose us

Our Vancouver 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.

­­­­Vancouver, a popular and beautiful city in the Canadian province of British Columbia, has an average population of roughly 603,500 spread across 44.39 square miles of land.  At The Knowledge Academy, we offer 50,000 classroom based training courses throughout the different areas of Vancouver, in order to enhance people’s learning in an array of subject areas.  Education in Canada is generally funded by federal, provincial, and local governments; the system is divided into primary, secondary and post-secondary education and is operated under provincial jurisdiction.  On the whole, there are 190 days in a school year, starting in September and ending towards the last Friday of June.  Some popular and highly regarded universities in Canada include: the University of Toronto (notable alumni including: William Lyon Mackenzie King, Vincent Massey, Donald Sutherland and Lesra Martin), the University of British Columbia (notable alumni including: Eddie Peng, Justin Trudeau and Nardwuar the Human Serviette), and the University of Alberta (notable alumni including: Dayo Wong, George Stanley and Beverley McLachlin).  In Vancouver, it is compulsory for residents under the age of 16 to complete compulsory schooling – from low level elementary (kindergarten + grades 1-7), to high level secondary (grades 8-12); Vancouver’s secondary schools are also commonly subdivided into two groups - starting with junior secondary and then followed by senior secondary level.  In most cases, expatriates of Vancouver will send their children to public schools.  The public schools in Vancouver are generally well-respected – scoring highly in student assessments at an international level, as well as nationally, and students normally have a reputation for positive academic success and achievements. Other residents of Vancouver opt for their children to attend private schools instead; although private schools are few-and-far-between in the area as opposed to other areas of Canada, there is still nonetheless a large private school community, most of which is largely either a religious or international institution.  

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Address

World Trade Centre
999 Canada Place
Suite 404
Vancouver
British Columbia
V6C 3E2

 

T: +1 6474932992

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Neural Networks With Deep Learning Training Course in Vancouver. 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 Neural Networks With Deep Learning Training Course in Vancouver, 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.

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.

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Tailored learning experience

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

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Maximise your training budget

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

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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

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

What our customers are saying

Neural Networks With Deep Learning Training Course in Vancouver FAQs

Neural Networks are computational models inspired by the human brain, and Deep Learning involves using these networks to analyse complex patterns in large datasets.
The training fees for Neural Networks with Deep Learning Trainingin Vancouver starts from CAD3395
The Knowledge Academy is the Leading global training provider for Neural Networks with Deep Learning Training.
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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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