article thumbnail

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

AWS Machine Learning

Data and model management provide a central capability that governs ML artifacts throughout their lifecycle. Amazon SageMaker Role Manager is used to implement role-based ML activity, and Amazon S3 is used to store input data and artifacts. AWS CDK provides the ability to manage changes for the complete solution.

Analytics 101
article thumbnail

Modernizing data science lifecycle management with AWS and Wipro

AWS Machine Learning

Many organizations have been using a combination of on-premises and open source data science solutions to create and manage machine learning (ML) models. Data science and DevOps teams may face challenges managing these isolated tool stacks and systems. Save model: This step creates a model from the trained model artifacts.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

23 Inspiring Women to Watch in 2023

TechSee

Taksina Eammano, EVP & GM Field Service, Salesforce – Taksina is leading the conversation in applying AI and workflow to manage cost and improve field service outcomes while improving customer experience in the SFDC Field Service Customers. Kate champions digital innovations that create the best customer experience and solutions.

article thumbnail

Accenture creates a regulatory document authoring solution using AWS generative AI services

AWS Machine Learning

About the Authors Ilan Geller is a Managing Director in the Data and AI practice at Accenture. His roles at Accenture have primarily been focused on the design, development, and delivery of complex data, AI/ML, and most recently Generative AI solutions. His focus area is on Data, Analytics and Generative AI.

article thumbnail

Calabrio Charts Record Year-on-Year UK Growth as Demand for Cloud Technology Soars During Lockdown

CSM Magazine

Digital transformation acceleration drives cloud contact centre adoption of Calabrio workforce engagement management technology. Calabrio , the workforce engagement management (WEM) company, has seen a strong growth trajectory in the UK during the last 12 months, despite the global pandemic. About Calabrio.

article thumbnail

Build an agronomic data platform with Amazon SageMaker geospatial capabilities

AWS Machine Learning

To meet the excess demand, farmers need to maximize crop yield and effectively manage operations at scale, using precision farming technology to stay ahead. These platforms help farmers make sense of their data by integrating information from multiple sources for use in visualization and analytics applications.

APIs 72
article thumbnail

Automated exploratory data analysis and model operationalization framework with a human in the loop

AWS Machine Learning

A Studio domain managed policy attached to the AWS Identity and Access Management (IAM) execution role. Shikhar aids in architecting, building, and maintaining cost-efficient, scalable cloud environments for organizations and supports GSI partners in building strategic industry solutions on AWS. Prerequisites.