AWS Machine Learning

JANUARY 5, 2024

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. Wipro is an AWS Premier Tier Services Partner and Managed Service Provider (MSP).

Management 131

Management APIs Engineering Government 131

ShepHyken

MAY 5, 2017

Insight technologies that deliver personalization and predictive analytics. Think about it — consumers already manage all of their communication through one device. Omnichannel enables businesses to manage all types of customer experiences through one place, too. Software updates are automatic and transparent.

Self service 203

Self service APIs Surveys Analytics 203

AWS Machine Learning

SEPTEMBER 27, 2022

Today, we’re excited to announce self-service quota management support for Amazon Textract via the AWS Service Quotas console, and higher default service quotas in select AWS Regions. With this launch, we’re improving Amazon Textract support for service quotas by enabling you to self-manage your service quotas via the Service Quotas console.

Self service 99

Self service APIs Management Accountability 99

AWS Machine Learning

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. It contains services used to onboard, manage, and operate the environment, for example, to onboard and off-board tenants, users, and models, assign quotas to different tenants, and authentication and authorization microservices.

Enterprise 112

Enterprise APIs Government Accountability 112

AWS Machine Learning

NOVEMBER 15, 2022

From developing public health analytics hubs, to improving health equity and patient outcomes, to developing a COVID-19 vaccine in just 65 days, our customers are utilizing machine learning (ML) and the cloud to address some of healthcare’s biggest challenges and drive change toward more predictive and personalized care.

Analytics 98

Analytics Healthcare Engineering Enterprise 98

AWS Machine Learning

SEPTEMBER 9, 2022

Amp wanted a scalable data and analytics platform to enable easy access to data and perform machine leaning (ML) experiments for live audio transcription, content moderation, feature engineering, and a personal show recommendation service, and to inspect or measure business KPIs and metrics. Business intelligence (BI) and analytics.

Analytics 97

Analytics Engineering Metrics APIs 97

AWS Machine Learning

MARCH 8, 2023

Manager Data Science at Marubeni Power International. An important vertical for MPII is asset management for renewable energy and energy storage assets, which are critical to reduce the carbon intensity of our power infrastructure. The data collection functions call their respective source API and retrieve data for the past hour.

Marketing 100

Marketing Analytics APIs Engineering 100

AWS Machine Learning

MARCH 26, 2024

The next stage is the extraction phase, where you pass the collected invoices and receipts to the Amazon Textract AnalyzeExpense API to extract financially related relationships between text such as vendor name, invoice receipt date, order date, amount due, amount paid, and so on. It is available both as a synchronous or asynchronous API.

APIs 121

APIs Construction Analytics Enterprise 121

AWS Machine Learning

OCTOBER 29, 2024

These insights are stored in a central repository, unlocking the ability for analytics teams to have a single view of interactions and use the data to formulate better sales and support strategies. Amazon DynamoDB is a fully managed NoSQL database service that provides fast and predictable performance with seamless scalability.

Engineering 110

Engineering APIs Sales Enterprise 110

AWS Machine Learning

MAY 30, 2024

Services range from financing and investment to property management. CBRE is unlocking the potential of artificial intelligence (AI) to realize value across the entire commercial real estate lifecycle—from guiding investment decisions to managing buildings.

Real estate 127

Real estate APIs Metrics Construction 127

AWS Machine Learning

MAY 30, 2024

Educational tech companies manage large inventories of training videos. The frontend UI interacts with the extract microservice through a RESTful interface provided by Amazon API Gateway. This interface offers CRUD (create, read, update, delete) features for video task extraction management.

Advertising 127

Advertising APIs Education Analytics 127

AWS Machine Learning

JANUARY 10, 2024

ML Engineer at Tiger Analytics. The solution uses AWS Lambda , Amazon API Gateway , Amazon EventBridge , and SageMaker to automate the workflow with human approval intervention in the middle. The approver approves the model by following the link in the email to an API Gateway endpoint.

APIs 127

APIs Construction Engineering Analytics 127

CCNG

MAY 30, 2024

Workforce management (WFM) can feel like a whirlwind of constant change. Forecasting Core Features The Ability to Consume Historical Data Whether it’s from a copy/paste of a spreadsheet or an API connection, your WFM platform must have the ability to consume historical data. And that’s if you even know where to start!

Abandon rate 195

Abandon rate CCNG Average Handle Time Contact Center 195

AWS Machine Learning

SEPTEMBER 6, 2023

Adobe Experience Manager (AEM) is a content management system that’s used for creating website or mobile app content. Many organizations use Adobe Experience Manager (On-Premise) or Adobe Experience Manager (Cloud Service) as their content management platform. Under Adobe Experience Manager , choose Add connector.

Management 124

Management Enterprise Analytics Finance 124

AWS Machine Learning

JULY 29, 2022

Each onboarded user in Studio has their own dedicated set of resources, such as compute instances, a home directory on an Amazon Elastic File System (Amazon EFS) volume, and a dedicated AWS Identity and Access Management (IAM) execution role. Organizations manage their users in AWS SSO instead of the SageMaker domain.

Management 100

Management APIs Accountability Construction 100

AWS Machine Learning

AUGUST 13, 2024

This unstructured data can impact the efficiency and productivity of clinical services, because it’s often found in various paper-based forms that can be difficult to manage and process. Streamlining the handling of this information is crucial for healthcare providers to improve patient care and optimize their operations.

Healthcare 129

Healthcare APIs Consulting Consulting 129

AWS Machine Learning

MARCH 1, 2024

With a knowledge base, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for fully managed Retrieval Augmented Generation (RAG). You have the option to override it to use either hybrid or semantic search in the API. The scores help determine which chunks best match the response of the query.

APIs 137

APIs Finance Chatbots Enterprise 137

AWS Machine Learning

MARCH 10, 2023

The same architecture applies if you use Amazon Managed Streaming for Apache Kafka (Amazon MSK) as a data streaming service. Call the Amazon Fraud Detector API using the GetEventPrediction action. The API returns one of the following results: approve, block, or investigate. An example use case is claims processing.

APIs 143

APIs Banking Accountability Analytics 143

AWS Machine Learning

OCTOBER 2, 2024

Managing bias, intellectual property, prompt safety, and data integrity are critical considerations when deploying generative AI solutions at scale. Amazon Bedrock is compatible with robust observability features to monitor and manage ML models and applications. In this post, we discuss how to address these challenges holistically.

Government 127

Government APIs Enterprise Best practices 127

AWS Machine Learning

MAY 15, 2024

The Amazon Bedrock API returns the output Q&A JSON file to the Lambda function. The container image sends the REST API request to Amazon API Gateway (using the GET method). API Gateway communicates with the TakeExamFn Lambda function as a proxy. The JSON file is returned to API Gateway. and take-exam.

Education 142

Education APIs Engineering Banking 142

AWS Machine Learning

NOVEMBER 17, 2023

Amazon Bedrock is a fully managed service that offers a choice of high-performing FMs from leading AI companies such as AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon. With fully managed agents, you don’t have to worry about provisioning or managing infrastructure. The following diagram depicts the agent structure.

APIs 115

APIs Customer Service Construction Analytics 115

AWS Machine Learning

SEPTEMBER 25, 2023

It made it easy to deploy and manage a pre-trained instance of Flan, offering us a solid foundation for our application. Further, by allowing us to offload the heavy task of querying the Flan model to a managed service, we were able to keep our application lightweight and swift, enhancing user experience across various devices.

APIs 120

APIs Automotive Education Engineering 120

AWS Machine Learning

FEBRUARY 29, 2024

It allows you to seamlessly customize your RAG prompts and retrieval strategies—we provide the source attribution, and we handle memory management automatically. To enable effective retrieval from private data, a common practice is to first split these documents into manageable chunks.

APIs 135

APIs Healthcare Scripts Enterprise 135

AWS Machine Learning

JANUARY 13, 2023

Because they are in a highly regulated domain, HCLS partners and customers seek privacy-preserving mechanisms to manage and analyze large-scale, distributed, and sensitive data. Therefore, it brings analytics to data, rather than moving data to analytics. For a detailed description of the FedML library, refer to FedML.

Analytics 102

Analytics Healthcare Engineering Government 102

AWS Machine Learning

NOVEMBER 13, 2024

The Amazon Bedrock single API access, regardless of the models you choose, gives you the flexibility to use different FMs and upgrade to the latest model versions with minimal code changes. Amazon Titan FMs provide customers with a breadth of high-performing image, multimodal, and text model choices, through a fully managed API.

Engineering 114

Engineering Management APIs Healthcare 114

AWS Machine Learning

SEPTEMBER 12, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a unified API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Healthcare 126

Healthcare APIs Accountability Enterprise 126

AWS Machine Learning

MARCH 15, 2023

Tens of thousands of AWS customers use AWS machine learning (ML) services to accelerate their ML development with fully managed infrastructure and tools. The best practice for migration is to refactor these legacy codes using the Amazon SageMaker API or the SageMaker Python SDK. No change to the legacy code is required.

Scripts 144

Scripts APIs Engineering Construction 144

AWS Machine Learning

JUNE 19, 2024

The Slack application sends the event to Amazon API Gateway , which is used in the event subscription. API Gateway forwards the event to an AWS Lambda function. About the Authors Rushabh Lokhande is a Senior Data & ML Engineer with AWS Professional Services Analytics Practice.

APIs 105

APIs Engineering Accountability Big data 105

OrecX

JULY 29, 2021

Integrate 3rd party data sources (CRM,, analytics, etc.) with your call recording audio and meta data (using a common, standard REST API for simple integration) to gain a 360-degree view of the customer.

APIs 127

APIs Analytics CRM Sales 127

AWS Machine Learning

MAY 7, 2024

This post is co-written with Tim Camara, Senior Product Manager at Veritone. Founded in 2014, Veritone empowers people with AI-powered software and solutions for various applications, including media processing, analytics, advertising, and more. Veritone is an artificial intelligence (AI) company based in Irvine, California.

APIs 135

APIs Advertising Entertainment Metrics 135

AWS Machine Learning

JUNE 26, 2024

The solution combines Amazon Textract , a fully managed ML service to effortlessly extract text, handwriting, and data from scanned documents, and AWS Serverless technologies , a suite of fully managed event-driven services for running code, managing data, and integrating applications, all without managing servers.

Marketing 115

Marketing APIs Banking Entertainment 115

AWS Machine Learning

FEBRUARY 7, 2025

Our AI solution is offered in two forms: Model as a service (MaaS) Our AI model is accessible through an API, enabling seamless integration. Users can add and manage new cameras, view footage, perform analytical searches, and enforce GDPR compliance with automatic person anonymization.

Construction 64

Construction Analytics APIs Big data 64

AWS Machine Learning

DECEMBER 29, 2022

Last year, we announced the general availability of RStudio on Amazon SageMaker , the industry’s first fully managed RStudio Workbench integrated development environment (IDE) in the cloud. Users can also interact with data with ODBC, JDBC, or the Amazon Redshift Data API. There is no need to set up and manage clusters.

APIs 137

APIs Engineering Analytics Scripts 137

AWS Machine Learning

NOVEMBER 1, 2023

It’s a critical component of modern data management and cybersecurity practices. Amazon Comprehend is a fully managed and continuously trained natural language processing (NLP) service that can extract insight about the content of a document or text. The servers make the API call by passing the text and language of input documents.

APIs 119

APIs Government Engineering Telecommunications 119

AWS Machine Learning

MAY 15, 2024

With that goal, Amazon Ads has used artificial intelligence (AI), applied science, and analytics to help its customers drive desired business outcomes for nearly two decades. After the chosen model is ready to be moved into production, the model is deployed (step vi) using the team’s own in-house Model Lifecycle Manager tool.

Advertising 130

Advertising APIs Engineering Benchmark 130

AWS Machine Learning

NOVEMBER 10, 2023

Addressing privacy Amazon Comprehend already addresses privacy through its existing PII detection and redaction abilities via the DetectPIIEntities and ContainsPIIEntities APIs. Note that DetectToxicContent is a new API, whereas ClassifyDocument is an existing API that now supports prompt safety classification.

APIs 126

APIs Chatbots Analytics Personalization 126

AWS Machine Learning

APRIL 18, 2024

When you’re done, you’ll wonder how you ever managed without it! Prerequisites You need to have an AWS account and an AWS Identity and Access Management (IAM) role and user with permissions to create and manage the necessary resources and components for this application. It’s straightforward to deploy in your AWS account.

APIs 137

APIs Accountability Analytics Entertainment 137