AWS Summit Online ANZ 2021 | Data scientist

  • Intelligent document processing using artificial intelligence24:14

    Intelligent document processing using artificial intelligence

    In 2021, digital transformation initiatives in more than three-quarters of enterprises will focus on automation with a fifth of enterprises expanding investment in intelligent document extraction.

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  • Building AI applications that avoid bias and maintain privacy and fairness28:33

    Building AI applications that avoid bias and maintain privacy and fairness

    AI services and machine learning are helping organisations to build data driven applications that are innovative and can be highly attuned to their customers’ needs, but AI applications require crucia

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  • Developing fast and efficient data science while ensuring security and compliance26:50

    Developing fast and efficient data science while ensuring security and compliance

    As organisations move to AWS they look to provide a secure, governed, and compliant way to provide easy access to data science platforms to promote experimentation, unlock new business opportunities,

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  • Computer vision at the edge27:53

    Computer vision at the edge

    Computer vision is used across most industries to help solve business challenges, from automotive, manufacturing, retail, financial services, healthcare, to agriculture.

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  • A/B testing machine learning models with Amazon SageMaker MLOps31:16

    A/B testing machine learning models with Amazon SageMaker MLOps

    Machine learning operations (MLOps) enable developers and scientists to improve their models for various reasons such as training on recent data, altering features, or trying new algorithms.

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  • Scaling through distributed training31:33

    Scaling through distributed training

    Machine learning data sets and models continue to increase in size, bringing accuracy improvements in computer vision and natural language processing tasks.

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  • Using reinforcement learning to solve business problems21:50

    Using reinforcement learning to solve business problems

    Join this session to learn how to structure your business problem into a reinforcement learning structure, take your time series data from your business, build a simulation, and train an agent. We sha

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  • AWS Summit Online 2021

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