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Artificial Intelligence in Automotive Training Course

Course

Online

£ 2,750 VAT inc.

Description

  • Type

    Course

  • Methodology

    Online

This course covers AI (emphasizing Machine Learning and Deep Learning) in Automotive Industry. It helps to determine which technology can be (potentially) used in multiple situation in a car: from simple automation, image recognition to autonomous decision making.

About this course

The participants must have programming experience (any language) and engineering background, but are not required to write any code during the course.

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Subjects

  • Decision Making
  • Presentation
  • Artificial Intelligence
  • Networks
  • Automotive
  • Image
  • Technology
  • Industry
  • Network Training
  • Computational

Course programme

Current state of the technology
  • What is used
  • What may be potentially used
Rules based AI
  • Simplifying decision
Machine Learning
  • Classification
  • Clustering
  • Neural Networks
  • Types of Neural Networks
  • Presentation of working examples and discussion
Deep Learning
  • Basic vocabulary
  • When to use Deep Learning, when not to
  • Estimating computational resources and cost
  • Very short theoretical background to Deep Neural Networks
Deep Learning in practice (mainly using TensorFlow)
  • Preparing Data
  • Choosing loss function
  • Choosing appropriate type on neural network
  • Accuracy vs speed and resources
  • Training neural network
  • Measuring efficiency and error
Sample usage
  • Anomaly detection
  • Image recognition
  • ADAS

Additional information

14 hours (usually 2 days including breaks)

Artificial Intelligence in Automotive Training Course

£ 2,750 VAT inc.