Remove 2022 Remove Dashboards Remove Metadata Remove Optimization
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AI Governance: Break open the black box

IBM Big Data Hub

IBM Global AI Adoption Index 2022.). Platforms and practices not optimized for AI. This includes capturing of the metadata, tracking provenance and documenting the model lifecycle. Those businesses that decide to adopt AI technology will have an immense advantage, according to 72% of decision-makers.

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Implement a full stack serverless search application using AWS Amplify, Amazon Cognito, Amazon API Gateway, AWS Lambda, and Amazon OpenSearch Serverless

AWS Big Data

This encompasses tasks such as integrating diverse data from various sources with distinct formats and structures, optimizing the user experience for performance and security, providing multilingual support, and optimizing for cost, operations, and reliability. Based on metadata, content is returned from Amazon S3 to the user.

Metadata 109
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Use Apache Iceberg in a data lake to support incremental data processing

AWS Big Data

Apache Iceberg is an open table format for very large analytic datasets, which captures metadata information on the state of datasets as they evolve and change over time. In early 2022, AWS announced general availability of Athena ACID transactions, powered by Apache Iceberg. Starting with Amazon EMR version 6.5.0,

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MLOps Helps Mitigate the Unforeseen in AI Projects

DataRobot Blog

Imagine yourself as a pilot operating aircraft through a thunderstorm; you have all the dashboards and automated systems that inform you about any risks. After DataRobot AutoML has delivered an optimal model , Continuous AI helps ensure that the currently deployed model will always be the best one even as the world changes around it.

Metrics 145
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2023 Predictions: Data Trends That Will Dominate Business Agenda in APAC

Cloudera

Faced with even more pressure to remain resilient and agile amid looming global economic threats, Asia-Pacific (APAC) region businesses are looking to further mobilize emerging technologies such as artificial intelligence (AI) and machine learning that will optimize operational efficiencies and cost savings. .

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Top 10 Reasons for Alation with Snowflake: Reduce Risk with Active Data Governance

Alation

Governance influences how an organization’s objectives are set and achieved, how risk is monitored and addressed, and how performance is optimized. According to Entrepreneur , Gartner predicts, “through 2022, only 20% of organizations investing in information governance will succeed in scaling governance for digital business.”

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BMW Cloud Efficiency Analytics powered by Amazon QuickSight and Amazon Athena

AWS Big Data

Bayerische Motoren Werke AG (BMW) is a motor vehicle manufacturer headquartered in Germany with 149,475 employees worldwide and the profit before tax in the financial year 2022 was € 23.5 The CLEA dashboards were built on the foundation of the Well-Architected Lab. billion on revenues amounting to € 142.6