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Driving advanced analytics outcomes at scale using Amazon SageMaker powered PwC’s Machine Learning Ops Accelerator

AWS Machine Learning

However, putting an ML model into production at scale is challenging and requires a set of best practices. Many businesses already have data scientists and ML engineers who can build state-of-the-art models, but taking models to production and maintaining the models at scale remains a challenge.

Analytics 129
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Streamline Sales Processes with Enterprise CPQ

Cincom

Configurable rules encode compliance requirements and best practices to guide users and skip unnecessary steps. These Configure, Price, Quote engines can encode deeply technical manufacturing specifications required for specialized equipment. What Makes Cincom’s CPQ Solutions Stand Out?

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How Accenture is using Amazon CodeWhisperer to improve developer productivity

AWS Machine Learning

In this post, we illustrate how Accenture uses CodeWhisperer in practice to improve developer productivity. Accenture is using Amazon CodeWhisperer to accelerate coding as part of our software engineering best practices initiative in our Velocity platform,” says Balakrishnan Viswanathan, Senior Manager, Tech Architecture at Accenture.

Scripts 95
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Automate cloud security vulnerability assessment and alerting using Amazon Bedrock

AWS Machine Learning

This solution uses a GuardDuty findings notification through EventBridge to invoke AWS Step Functions , a serverless orchestration engine, which runs a state machine. Rajdeep Banerjee is a Senior Partner Solutions Architect at AWS helping strategic partners and clients in the AWS cloud migration and digital transformation journey.

APIs 78
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Enhance call center efficiency using batch inference for transcript summarization with Amazon Bedrock

AWS Machine Learning

We also explore best practices for optimizing your batch inference workflows on Amazon Bedrock, helping you maximize the value of your data across different use cases and industries. Yanyan graduated from Texas A&M University with a PhD in Electrical Engineering.

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Amazon Bedrock Custom Model Import now generally available

AWS Machine Learning

Best practices to consider: This feature brings significant advantages for hosting your fine-tuned models efficiently. Shikhar aids in architecting, building, and maintaining cost-efficient, scalable cloud environments for the organization, and support the GSI partners in building strategic industry solutions on AWS.

APIs 139
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Configure an AWS DeepRacer environment for training and log analysis using the AWS CDK

AWS Machine Learning

The following diagram illustrates the solution architecture. With the help of the AWS CDK, we can version control our provisioned resources and have a highly transportable environment that complies with enterprise-level best practices. Zdenko likes to bike to the office and enjoys pleasant walks in nature.

Scripts 86