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The designers of DeepRacer have equipped the autonomous auto with an artificial intelligence (AI) technique called reinforcement learning, which was inspired by how animals learn from responses to their behavior.

Finally, for developers who want to build intelligent features into their applications but don't have machine learning experience, AWS has significantly expanded its AI services.

At its annual re:Invent conference in Las Vegas, Amazon announced a number of services that can help public sector agencies take better advantage of machine learning, robotics and satellite management.

Reinforcement learning is a powerful type of deep learning capable of optimizing decisions in complex environments without requiring any labeled training data in order to achieve a long term goal.

AWS said pricing of Ground Station is per minute of downlink time, with an option to prepay for blocks of minutes, though specific pricing hasn't been announced yet.

Another machine learning challenge Amazon is addressing in SageMaker relates to reinforcement learning systems, where the model is continuously refined based on real-world feedback. The whole experience was good fun, and I haven't even begun to scratch the surface in terms of the service's capabilities. Sign up today to get telecom news and updates delivered to your inbox and read on the go.

GE Healthcare is training computer vision models with Amazon SageMaker that are then deployed in its MRI and X-Ray devices.

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To find out more, please visit www.trendmicro.com/aws. "Customers can use either Ethereum or Hyperledger Fabric, the two most popular blockchain frameworks, and get a functioning blockchain network set up with just a few clicks". Amazon Managed Blockchain eliminates the overhead required to create the network, and automatically scales to meet the demands of thousands of applications running millions of transactions.

Trend Micro Incorporated, a global leader in cybersecurity solutions, helps to make the world safe for exchanging digital information.

AWS Security Hub collects and aggregates findings from the security services it discovers in a customer's environment, such as intrusion detection findings from Amazon GuardDuty, vulnerability scan results from Amazon Inspector, sensitive data identifications from Amazon Macie, and findings generated by a range of security tools from AWS Partner Network (APN) partners. This can be compared to the Gsuite offerings from Google which manage company email and data on the search giant's cloud servers, fully centralized.

"Our customers want us to package our services in ways that make it easier for them to build an architecture quickly", says AWS senior vice president Charlie Bell.

Amazon is guided by four principles: customer obsession rather than competitor focus, passion for invention, commitment to operational excellence, and long-term thinking.

He covered Amazon Textract, which extracts text and data from virtually any scanned document; Amazon Comprehend Medical, which provides natural language processing for medical information; and Amazon Personalize and Amazon Forecast, which provide customised personalisation, recommendations and forecasts using the same technology used by parent company Amazon.com.


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