AWS Summit Online ANZ 2022 | Data Scientist

  • How AWS supports organisations building responsible AI (Level 100 | Introductory)23:44

    How AWS supports organisations building responsible AI (Level 100 | Introductory)

    AI/ML has the potential to impact nearly every business process, decision, and outcome. Responsible use of AI should not be an afterthought. It should be by design, with a multidisciplinary focus...

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  • Jumpstart the machine learning journey with Canva (Level 200 | Intermediate)27:56

    Jumpstart the machine learning journey with Canva (Level 200 | Intermediate)

    With the rise in customer demand for smarter products, machine learning has moved from the side lines to being a core part of every modern organisation. The key to machine learning success is scale.

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  • Edge AI - Bringing ML to the edge with AWS AI services (Level 200 | Intermediate)21:36

    Edge AI - Bringing ML to the edge with AWS AI services (Level 200 | Intermediate)

    The need for more efficient business processes and key advances in edge computing and AI have allowed Edge AI to gain traction. Edge AI can be used as a bridge between humans and machines...

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  • Sustainability powered by AI and machine learning (Level 200 | Intermediate)28:05

    Sustainability powered by AI and machine learning (Level 200 | Intermediate)

    Sustainability is top of mind for leaders today and spans a multitude of applications, ranging from decarbonisation to waste/energy reduction, predicting extreme events to predictive maintenance.

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  • Reduce bushfire risk with machine learning at scale (Level 300 | Advanced)32:29

    Reduce bushfire risk with machine learning at scale (Level 300 | Advanced)

    With increasingly extreme weather events, bushfires have become a real risk globally. Energy operators need to closely monitor and manage vegetation growth around their energy network infrastruct...

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  • Sepsis detection using model ensembles on Amazon SageMaker (Level 300 | Advanced)27:23

    Sepsis detection using model ensembles on Amazon SageMaker (Level 300 | Advanced)

    Sepsis is one of the leading causes of death in hospital patients worldwide. In this session, learn how NSW Health is building a proactive sepsis management solution using Amazon SageMaker for...

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  • Unlock insights with intelligent document processing (Level 300 | Advanced)27:27

    Unlock insights with intelligent document processing (Level 300 | Advanced)

    Processing documents such as PDFs and static images is a common task in every business. The documents could be healthcare data, bills of health, financial documents, tax filings, research reports...

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  • MLOps with Amazon SageMaker: Carsales journey to scale AI (Level 400 | Experts)27:23

    MLOps with Amazon SageMaker: Carsales journey to scale AI (Level 400 | Experts)

    Operationalising machine learning models, particularly scaling MLOps capability across teams within an organisation is a difficult feat. In this session, we discuss how easily you can accelerate...

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