Tutorial

Comprehensive Guide to Amazon SageMaker Lakehouse

Introduction¶ In December 2024, AWS announced Amazon SageMaker Lakehouse, a groundbreaking platform designed to unify analytics and artificial intelligence (AI) capabilities on cloud data architecture. Combining features of both data lakes and data warehouses, the SageMaker Lakehouse enables businesses to eliminate data silos, optimize analytics workloads, and accelerate machine learning (ML) processes. This comprehensive guide …

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The Ultimate Guide to Amazon SageMaker Lakehouse and Amazon Redshift Zero-ETL Integrations

Introduction¶ In today’s data-driven landscape, organizations are constantly looking for ways to streamline their data management processes, improve operational efficiency, and derive actionable insights from their data. The rise of data lakes and warehouses has revolutionized the way businesses handle vast amounts of information. Recently, Amazon Web Services (AWS) has made significant strides in simplifying …

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Introducing AWS Glue 5.0: A Comprehensive Guide

Posted on: Dec 3, 2024 Table of Contents¶ Introduction to AWS Glue Key Features of AWS Glue 5.0 Performance Enhancements Enhanced Security Features Support for Amazon SageMaker Unified Studio and Lakehouse Open Table Format Support Fine Grained Access Control Technological Upgrades Apache Spark 3.5.2 Python 3.11 Java 17 Getting Started with AWS Glue 5.0 Setting …

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AWS Expands Data Connectivity for Amazon SageMaker Lakehouse and AWS Glue

Posted on: Dec 3, 2024 Table of Contents¶ Introduction What is Amazon SageMaker Lakehouse? Overview of AWS Glue Unified Data Connectivity: Features and Benefits 4.1 Connection Configuration Template 4.2 Standard Authentication Methods 4.3 Connection Testing 4.4 Metadata Retrieval 4.5 Data Preview How to Create Connections in SageMaker Lakehouse Use Cases for SageMaker Lakehouse Unified Connectivity …

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A Comprehensive Guide to Amazon DynamoDB Zero-ETL Integration with Amazon SageMaker Lakehouse

Posted on: Dec 3, 2024 Table of Contents:¶ Introduction Understanding DynamoDB and Amazon SageMaker Lakehouse 2.1 What is Amazon DynamoDB? 2.2 What is Amazon SageMaker Lakehouse? The Importance of Zero-ETL Integration How Does Zero-ETL Integration Work? 4.1 Data Flow Overview 4.2 Data Replication Process Key Benefits of Mechano-DynamoDB Zero-ETL Integration Setting Up the Integration 6.1 …

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Comprehensive Guide: Amazon Q Developer’s Transformation Capabilities for .NET Porting

Introduction¶ In the ever-evolving landscape of software development, technologies that streamline processes, reduce costs, and enhance productivity are paramount. One of the latest advancements in this realm comes from Amazon Web Services (AWS) with the introduction of generative AI-powered transformation capabilities in Amazon Q Developer. This tool, now available in public preview, aims to facilitate …

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AWS Security Competency Update: New AI Security Category

Table of Contents¶ Introduction Understanding AWS Security Competency The Importance of AI Security New AI Security Category Overview 4.1 Key Areas of Validation The Evolution of AI and Security Challenges AWS Partners in the New AI Security Category Best Practices for Securing AI Environments Case Studies of Successful AI Security Implementations Future of AI Security …

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The Comprehensive Guide to AWS Digital Sovereignty Competency

Table of Contents¶ Introduction to Digital Sovereignty Understanding AWS Digital Sovereignty Competency Key Features of AWS Digital Sovereignty Competency Why Digital Sovereignty Matters AWS Digital Sovereignty Partners Navigating Local Compliance and Regulations How to Engage with AWS Partners Case Studies of AWS Digital Sovereignty Solutions The Future of Digital Sovereignty in Cloud Computing Conclusion References …

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Guide to Collaborating on Multi-Partner Opportunities with AWS Partner Connections

Introduction¶ In an increasingly interconnected world, collaboration is vital for success, especially in the technology sector. As businesses navigate complex customer demands and shifting market forces, the ability to leverage partnerships can make a significant difference in the efficacy of solutions delivered. AWS Partner Connections, a new feature available in AWS Partner Central, facilitates this …

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