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Connected and Autonomous Vehicles: Computer Vision and AI Unit 3 - Deep Learning

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Unit overview

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Level Technical
Partner Details The Transport Systems Catapult (TSC) is the UK’s technology and innovation centre for Intelligent Mobility. It is a neutral, not-for-profit, Technology and Innovation company which aims to make the UK a world leader in Transport Innovation.
Type Unit
What you will learn
• A history of deep learning
• What makes deep learning different?
• Key advantages and challenges
• Key applications to problems
• Key algorithms and techniques in deep learning
• Example CAV applications.

• Define and recognise deep learning definitions and key terms.
• Understand the history of AI and Deep learning.
• Know what makes deep learning different and its key advantages/challenges.
• Understand how a neural network works.
• Recognise the key deep learning algorithms and methods.
Who should learn
Junior/Senior Engineers, (Civil, Transportation, Computing, Electronic), Mid-level to Senior Management.
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