Artificial Intelligence in Automotive Training Course

Course Code



14 hours (usually 2 days including breaks)


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


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







Bookings, Prices and Enquiries

Guaranteed to run even with a single delegate!

Private Classroom

From 8154SGD

Private Remote

From 5454SGD (23)

Public Classroom

Location Date Course Price [Remote/Classroom]
JTC Summit - NobleProg Singapore2019-02-06 09:30:005454SGD / 8654SGD
The Signature - NobleProg Singapore2019-02-11 09:30:005454SGD / 8554SGD
One Fullerton - NobleProg Singapore2019-03-07 09:30:005454SGD / 8674SGD
Collyer Quay - NobleProg Singapore2019-03-11 09:30:005454SGD / 8354SGD
Suntec Tower 2 - NobleProg Singapore2019-03-12 09:30:005454SGD / 8674SGD
Centennial Tower - NobleProg Singapore2019-03-19 09:30:005454SGD / 8474SGD
The Signature - NobleProg Singapore2019-04-08 09:30:005454SGD / 8554SGD
United Square - NobleProg Singapore2019-04-08 09:30:005454SGD / 8554SGD
JTC Summit - NobleProg Singapore2019-04-11 09:30:005454SGD / 8654SGD
One Fullerton - NobleProg Singapore2019-05-08 09:30:005454SGD / 8674SGD
Centennial Tower - NobleProg Singapore2019-05-27 09:30:005454SGD / 8474SGD
Suntec Tower 2 - NobleProg Singapore2019-05-29 09:30:005454SGD / 8674SGD
Collyer Quay - NobleProg Singapore2019-06-04 09:30:005454SGD / 8354SGD
The Signature - NobleProg Singapore2019-06-05 09:30:005454SGD / 8554SGD
United Square - NobleProg Singapore2019-06-05 09:30:005454SGD / 8554SGD
Cannot find a suitable date? Choose Your Course Date >>Too expensive? Suggest your price

Course Discounts

CourseVenueCourse DateCourse Price [Remote / Classroom]
Tableau for DevelopersCentennial Tower - NobleProg SingaporeWed, 2019-01-23 09:307363SGD / 11043SGD
IoT security Centennial Tower - NobleProg SingaporeWed, 2019-01-30 09:307254SGD / 10934SGD
BPMN, DMN, and CMNN - OMG standards for process improvementJTC Summit - NobleProg SingaporeMon, 2019-02-11 09:309817SGD / 14517SGD
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

Course Discounts Newsletter

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