Course not currently available
Artificial Intelligence in Automotive Training Course
Course
Online
Description
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Type
Course
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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.
Reviews
Subjects
- Decision Making
- Presentation
- Artificial Intelligence
- Networks
- Automotive
- Image
- Technology
- Industry
- Network Training
- Computational
Course programme
- What is used
- What may be potentially used
- Simplifying decision
- Classification
- Clustering
- Neural Networks
- Types of Neural Networks
- Presentation of working examples and discussion
- Basic vocabulary
- When to use Deep Learning, when not to
- Estimating computational resources and cost
- Very short theoretical background to Deep Neural Networks
- Preparing Data
- Choosing loss function
- Choosing appropriate type on neural network
- Accuracy vs speed and resources
- Training neural network
- Measuring efficiency and error
- Anomaly detection
- Image recognition
- ADAS
Additional information
Artificial Intelligence in Automotive Training Course