University of York - Intelligent Systems: An Introduction to Deep Learning and Autonomous Systems
- Offered byFutureLearn
Intelligent Systems: An Introduction to Deep Learning and Autonomous Systems at FutureLearn Overview
Intelligent Systems: An Introduction to Deep Learning and Autonomous Systems
at FutureLearn
Duration | 3 weeks |
Total fee | ₹2,205 |
Mode of learning | Online |
Credential | Certificate |
Intelligent Systems: An Introduction to Deep Learning and Autonomous Systems at FutureLearn Highlights
Intelligent Systems: An Introduction to Deep Learning and Autonomous Systems
at FutureLearn
- Complete 90% of course steps and all of the assessments to earn your certificate
Intelligent Systems: An Introduction to Deep Learning and Autonomous Systems at FutureLearn Course details
Intelligent Systems: An Introduction to Deep Learning and Autonomous Systems
at FutureLearn
More about this course
- On this three-week course from the University of York, you will discover the fundamental theory and techniques behind deep learning as well as how its used in applications.
- Deep learning is a form of machine learning that has provided performance breakthroughs across a whole host of areas.
- From household devices to image processing, you will dive into the different areas that currently use deep learning as well as looking at how it works and whether we should worry about machines taking over the world.
- With machine learning giving rise to autonomous systems such as self-driving cars, there are many questions about putting our safety in the hands of these machines.
- On this course, you will consider the ethical implications of machine learning, such as learning from personal or biased data, and of trusting your safety to a learnt system that no human can understand.
- The Department of Computer Science at the University of York is home to world-leading expertise in computer vision, and to the Assuring Autonomy International Programme, at the leading edge of assuring the safety of autonomous systems through machine learning.
- With the help and guidance of top educators from the University of York, you will explore the main differences between machine learning and conventional programming and how machine learning is evolving autonomous systems.
Intelligent Systems: An Introduction to Deep Learning and Autonomous Systems at FutureLearn Curriculum
Intelligent Systems: An Introduction to Deep Learning and Autonomous Systems
at FutureLearn
Deep learning and images
Introductions
What is deep learning?
Deep learning toolbox/engine
How do we deal with images?
Test Activity 1
Face and person analysis / images of people
Face recognition
Activity recognition in Assistive Technology
Generating face images
Autonomous systems / self-driving cars
Learning to drive
Sensor fusion
Safety Assurance
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