AWS Marketplace
Using Shutterstock’s image datasets to train your computer vision models
Image classification and object detection technology allows you to build scalable artificial intelligence models for business cases like visual search, product recommendations, autonomous vehicle object recognition, content moderation, and more. Today, services like Amazon Rekognition offer APIs to perform image analysis and object recognition. However, if your use case requires a more custom image classification […]
AWS Marketplace and AWS Data Exchange now supports sellers and data providers from Hong Kong and Qatar
Independent Software Vendors (ISVs), data providers, and consulting partners based in Hong Kong and Qatar can now transact in AWS Marketplace and AWS Data Exchange. This expansion serves to increase the breadth of software and data offerings available to global customers. Global customers can now purchase directly from software and data providers based in Hong […]
Integrating Flexera Optima with AWS Control Tower
AWS Control Tower enables customers of all sizes to implement a multi-account strategy built on AWS Organizations. One of the key features of AWS Organizations is consolidated billing, which rolls up all of the charges incurred in member accounts to the AWS Organizations management account. There, costs can be viewed and analyzed in AWS Cost […]
Establishing Amazon EC2 infrastructure for Oracle RAC database migrations with FlashGrid
Clustered databases provide high availability for the majority of mission-critical workloads in finance, telecom, retail, public sector, defense, and other industries. In these industries, even a small downtime translates into significant losses. As the industries migrate their IT infrastructures to AWS, one challenge they face is migrating Oracle RAC clustered databases. These databases are today […]
Improving personalized ranking in recommender systems with Implicit BPR and Amazon SageMaker
A recommender system is an automated software mechanism that uses algorithms and data to personalize product discovery for a particular user. Its essential task is to help users discover the most relevant items within an often-unmanageable set of choices. These days, recommender systems are employed in diverse domains to promote products on e-commerce sites, such […]
Optimize data analytics in capital markets with time-series databases
Capital markets firms use vast amounts of historical and streaming market data to perform real-time analytics. They also use data to inform decision-making, from projecting asset-pricing movement and fund values to calculating risk assessments. However, traditional on-premises relational databases and data management systems can fall short on delivering the functionality, agility, speed, and cost efficiency […]
Automating updates to your Single AMI listings in AWS Marketplace with Catalog API
In this post, I showed how to use Catalog API to update your AMI listings. I showed how to update product details, describe the update status, add a new AMI version, and describe AMI details. I also showed how to update AMI version details and restrict an AMI version.
Using the XOR Secret Computing Platform for machine learning on private data sources
AWS users occasionally need to perform analysis on data sources containing private or sensitive inputs. Inpher’s XOR Secret Computing Platform, available in AWS Marketplace, enables data scientists to train and run machine learning models while maintaining data privacy and without trading utility. Data analysis and machine learning performed by XOR can improve model performance with […]
Increasing observability in your AWS Control Tower landing zone with Dynatrace
AWS recommends that customers adopt a multi-account strategy as a best practice to achieve higher isolation of resources and help meet security, regulatory, and compliance needs. Customers must address questions around tracking their operational cost, identify security improvements, and ensure reliability and performance efficiency. Full-stack observability offers the troubleshooting tools needed, regardless of where problems […]
Integrating machine learning models into your Java-based microservices
Machine learning (ML) enables you to deliver more value to your customers by using your data to automate decisions and transform your business. Pre-trained ML models can speed outcomes for real-time object and person detection, optical character recognition, and other use cases. By performing inferences on an ML model in the application’s workflow, you can […]