AWS Summit Online ANZ 2021 | Data scientist
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.
Bias detection and explainability in AI and machine learning applications
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
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,
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 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.
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.
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