Artificial Intelligence in Automotive Training Course

Course Code

aiauto

Duration

14 hours (usually 2 days including breaks)

Requirements

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

Overview

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.

Course Outline

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

 

 

 

 

Testimonials

★★★★★
★★★★★

Bookings, Prices and Enquiries

Guaranteed to run even with a single delegate!

Private Classroom

From 8154SGD

Private Remote

From 5454SGD

Public Classroom

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Course Discounts

CourseVenueCourse DateCourse Price [Remote / Classroom]
Codius: Setting Up a Host SystemCentennial Tower - NobleProg SingaporeWed, 2018-12-05 09:301814SGD / 4174SGD
Tableau for DevelopersCentennial Tower - NobleProg SingaporeWed, 2019-01-23 09:307363SGD / 11043SGD
IoT security Centennial Tower - NobleProg SingaporeWed, 2019-01-30 09:307254SGD / 10934SGD
Tableau for DevelopersCentennial Tower - NobleProg SingaporeMon, 2019-03-18 09:307363SGD / 11043SGD
Big Data - Data ScienceCentennial Tower - NobleProg SingaporeMon, 2019-04-01 09:304909SGD / 7929SGD

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