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Deep learning and Artificial Intelligence go hand in hand and have enabled many recent AI breakthroughs, such as driverless cars. In this course you’ll explore the differences between AI, machine learning and deep learning, how these technologies are currently being applied, and future possibilities. An introduction to different kinds of neural networks and their learning approaches will follow. You will learn about and do exercises in Google TensorFlow Playground, an interactive in-browser visualisation of neural networks. The course concludes on the topic of deep reinforcement learning, a related system that learns by trial and error.
By the end of the course you will be able to:
You may want to simply know more about how AI impacts your life - from your phone alarm, to Siri, Google maps and more - or explore a career in this developing field.
You might be searching for the right tools to deliver an innovative new project or training your team through a digital transition. This course will take you through loads of different approaches and give you the pros and cons of various AI, so that you can harness the power of this impressive technology.
Founder and director of the UTS DataLounge, Richard Xu is a leading researcher in the fields of machine learning, deep learning, data analytics and computer vision. Associate Professor Xu is also a core member of UTS's Innovation in IT Services and Applications and the Global Big Data Technologies research centres.
Build the skills and capability required to lead business improvement projects with confidence.
Explore the legal issues around hiring and severing key personnel
Explore principles and practices for driving greater performance, improving quality and reducing costs.
Understand the accounting principles, standards and procedures that sit behind financial statements and records.
Learn tools, processes and methodologies to help you adapt to disruption and complex problems.