AWS Machine Learning

OCTOBER 18, 2023

The solution uses the following services: Amazon API Gateway is a fully managed service that makes it easy for developers to publish, maintain, monitor, and secure APIs at any scale. Purina’s solution is deployed as an API Gateway HTTP endpoint, which routes the requests to obtain pet attributes.

APIs 93

APIs Metrics Consulting Consulting 93

AWS Machine Learning

NOVEMBER 28, 2022

The top layer of AI services brings ML to business use cases such as transcribing contact center calls, processing documents, and improving healthcare outcomes. Amazon Transcribe Call Analytics for improved end-user experiences. Customers can use AWS AI services with no ML expertise required.

Healthcare 83

Healthcare Analytics Banking Enterprise 83

AWS Machine Learning

AUGUST 26, 2022

Although each mortgage application may be unique, we took into account some of the most common documents that are included in a mortgage application, such as the Unified Residential Loan Application (URLA-1003) form, 1099 forms, and mortgage note. For specialized documents such as ID documents, Amazon Textract provides the AnalyzeID API.

APIs 85

APIs Banking Accountability Analytics 85

AWS Machine Learning

AUGUST 1, 2022

In this post, we demonstrate how to add features to a feature group using the newly released UpdateFeatureGroup API. To update the feature group to add a new feature, we use the new Amazon SageMaker UpdateFeatureGroup API. For this walkthrough, you should have the following prerequisites: An AWS account. Overview of solution.

APIs 84

APIs Engineering Entertainment Healthcare 84

AWS Machine Learning

JANUARY 22, 2024

If there are between 15–31 queries and the number of pages is between 2–3,001, then Amazon Textract asynchronous processing is the only option, because synchronous APIs only support up to 15 queries and one-page documents. He is passionate about technology and enjoys building and experimenting in the analytics and AI/ML space.

Finance 98

Finance Enterprise APIs Healthcare 98

AWS Machine Learning

AUGUST 15, 2022

Organizations across industries such as healthcare, finance and lending, legal, retail, and manufacturing often have to deal with a lot of documents in their day-to-day business processes. Amazon Comprehend also detects PII like addresses, bank account numbers, and phone numbers in text documents in real time and asynchronous batch jobs.

APIs 71

APIs Banking Finance Analytics 71

AWS Machine Learning

SEPTEMBER 19, 2023

The key components of the technical architecture are as follows: Data storage and analytics – The quarterly financial earning recordings as audio files, financial annual reports as PDF files, and S&P stock data as CSV files are hosted on Amazon Simple Storage Service (Amazon S3). Data exploration on stock data is done using Athena.

Marketing 100

Marketing APIs Engineering Analytics 100

AWS Machine Learning

JUNE 24, 2022

In a previous post , we talked about analyzing and tagging assets stored in Veeva Vault PromoMats using Amazon AI services and the Veeva Vault Platform’s APIs. For example, you can use the connector to extract standardized study information from protocols stored in Vault RIM and expose it downstream to medical analytics insight teams.

APIs 72

APIs Healthcare SaaS Engineering 72

AWS Machine Learning

MARCH 23, 2023

Leidos is a FORTUNE 500 science and technology solutions leader working to address some of the world’s toughest challenges in the defense, intelligence, homeland security, civil, and healthcare markets. Applications and services can call the deployed endpoint directly or through a deployed serverless Amazon API Gateway architecture.

Scripts 95

Scripts APIs Government Analytics 95

AWS Machine Learning

DECEMBER 21, 2022

The offline store data is stored in an Amazon Simple Storage Service (Amazon S3) bucket in your AWS account. Apache Iceberg is an open table format for very large analytic datasets. A new optional parameter TableFormat can be set either interactively using Amazon SageMaker Studio or through code using the API or the SDK.

Scripts 73

Scripts Engineering APIs Big data 73

AWS Machine Learning

DECEMBER 2, 2022

Other industries that face similar challenges include mortgage and lending, healthcare and life sciences, legal, accounting, and tax management. This enables Amazon Comprehend to use the Amazon Textract DetectDocumentText API to read the documents before running the classification.

APIs 71

APIs Healthcare Enterprise Analytics 71

AWS Machine Learning

SEPTEMBER 9, 2022

Access to AWS services from Katib and from pipeline pods using the AWS IAM Roles for Service Accounts (IRSA) integration with Kubeflow Profiles. Each tenant in Kubeflow has a unique pre-created service account which we bind to an IAM role created specifically to fulfill the tenant access requirements.

Engineering 76

Engineering Healthcare APIs Scripts 76

AWS Machine Learning

SEPTEMBER 1, 2023

These teams are as follows: Advanced analytics team (data lake and data mesh) – Data engineers are responsible for preparing and ingesting data from multiple sources, building ETL (extract, transform, and load) pipelines to curate and catalog the data, and prepare the necessary historical data for the ML use cases.

Engineering 102

Engineering Accountability Construction APIs 102

AWS Machine Learning

AUGUST 2, 2023

We demonstrate CDE using simple examples and provide a step-by-step guide for you to experience CDE in an Amazon Kendra index in your own AWS account. With AI-powered tools and analytics, it has become easier than ever to build not just one story but customized stories to appear to end-users’ unique tastes and sensibilities.

Enterprise 71

Enterprise Healthcare APIs Big data 71

AWS Machine Learning

JANUARY 26, 2024

In addition to awareness, your teams should take action to account for generative AI in governance, assurance, and compliance validation practices. You should begin by extending your existing security, assurance, compliance, and development programs to account for generative AI.

Best practices 121

Best practices Government Engineering Accountability 121

CSM Magazine

OCTOBER 10, 2023

These electronic transfers shuttle money between accounts, making them a popular pick for all kinds of financial transactions. In healthcare, customized payments simplify billing for providers and patients alike. One big perk of ACH payments is efficiency. Then small companies can focus their energy on growth.

APIs 59

APIs Healthcare Banking Sales 59

Stratifyd

JANUARY 3, 2019

Additionally, we were named a "Cool Vendor in Analytics" by Gartner and we were just named one of "Charlotte's Best Places to Work" and the 2nd fastest growing company in Charlotte by the Charlotte Business Journal! Key accountabilities & responsibilities. and Python/C API. Stratifyd, Inc.

Engineering 40

Engineering APIs Analytics Healthcare 40

OctopusTech

SEPTEMBER 29, 2022

A customer service tool also provides a knowledge base to users, handles inbound and outbound communications, come up with analytics dashboards, and integrates with various automation software. Reports and analytics. Integrated CRM. Automation of functions.

Customer Service 62

Customer Service CRM Self service Analytics 62

AWS Machine Learning

APRIL 5, 2024

Economic impact – UHIs can result in billions of dollars in additional energy costs, infrastructure damage, and healthcare expenditures. Gramener’s GeoBox solution empowers users to effortlessly tap into and analyze public geospatial data through its powerful API, enabling seamless integration into existing workflows. to_dataframe().reset_index()

APIs 103

APIs Engineering Analytics Healthcare 103

AWS Machine Learning

OCTOBER 5, 2022

The second important component of the architecture is Amazon Kinesis Data Analytics for Apache Flink. Kinesis Data Analytics provides the underlying infrastructure for your Apache Flink applications. NHL Edge IQ, powered by AWS, is bringing fans closer to the action with advanced analytics and new ML stats.

Calibration 91

Calibration Engineering Automotive Analytics 91

AWS Machine Learning

NOVEMBER 1, 2022

According to a Forbes survey , there is widespread consensus among ML practitioners that data preparation accounts for approximately 80% of the time spent in developing a viable ML model. This walkthrough includes the following prerequisites: An AWS account. Otherwise, your account may hit the service quota limits of running an m5.4x

Engineering 92

Engineering APIs Accountability industry solution 92

NobelBiz

JUNE 26, 2023

These systems help route calls to the appropriate agents, track customer interactions, manage customer data, and provide analytics for monitoring and improving performance. They do not support advanced features such as call recording, analytics, or seamless integration with customer relationship management (CRM) tools.

Call Center 52

Call Center Interactive Voice Response call center software CRM 52

AWS Machine Learning

JANUARY 13, 2023

Analyzing real-world healthcare and life sciences (HCLS) data poses several practical challenges, such as distributed data silos, lack of sufficient data at any single site for rare events, regulatory guidelines that prohibit data sharing, infrastructure requirement, and cost incurred in creating a centralized data repository. Background.

Analytics 73

Analytics Healthcare Engineering Government 73

AWS Machine Learning

APRIL 19, 2024

In this post, we use an OSI pipeline API to deliver data to the OpenSearch Serverless vector store. The embeddings are ingested into an OSI pipeline using an API call. If you have created the solution for Part 1 in the same AWS account, be sure to delete that before creating this stack.

APIs 93

APIs Enterprise Healthcare Accountability 93

AWS Machine Learning

DECEMBER 5, 2023

For instance, according to International Data Corporation (IDC), the world’s data volume is expected to increase tenfold by 2025, with unstructured data accounting for a significant portion. The solution discussed in this post can easily be applied to other businesses/use-cases as well, such as healthcare, manufacturing, and research.

APIs 98

APIs Enterprise Accountability Healthcare 98

AWS Machine Learning

MARCH 15, 2024

In this post, we discuss the value and potential impact of federated learning in the healthcare field. However, the datasets needed to build the ML models and give reliable results are sitting in silos across different healthcare systems and organizations. This isolated legacy data has the potential for massive impact if cumulated.

Healthcare 97

Healthcare Government Best practices Engineering 97

AWS Machine Learning

FEBRUARY 14, 2024

Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API. Prerequisites Before you deploy this solution, make sure you have the following prerequisites set up: A valid AWS account.

Engineering 114

Engineering Chatbots Accountability Enterprise 114

AWS Machine Learning

MARCH 28, 2024

medium instance to demonstrate deploying LLMs via SageMaker JumpStart, which can be accessed through a SageMaker-generated API endpoint. Before you get started with the solution, create an AWS account. This identity is called the AWS account root user. We use an ml.t3.medium

Telecommunications 111

Telecommunications Healthcare Transportation Accountability 111

AWS Machine Learning

AUGUST 17, 2023

AWS Glue is a serverless data integration service that makes it easy to discover, prepare, and combine data for analytics, ML, and application development. In the processing job API, provide this path to the parameter of submit_jars to the node of the Spark cluster that the processing job creates.

APIs 74

APIs Engineering Scripts Analytics 74

AWS Machine Learning

JUNE 27, 2023

By enabling effective management of the ML lifecycle, MLOps can help account for various alterations in data, models, and concepts that the development of real-time image recognition applications is associated with. At-scale, real-time image recognition is a complex technical problem that also requires the implementation of MLOps.

Engineering 94

Engineering APIs Scripts Entertainment 94

AWS Machine Learning

FEBRUARY 5, 2024

HSR.health is a geospatial health risk analytics firm whose vision is that global health challenges are solvable through human ingenuity and the focused and accurate application of data analytics. This data serves as a fundamental pillar in the analytics framework. Outside of work, Paul is a self-taught DJ and loves snow.

Healthcare 82

Healthcare Engineering Analytics APIs 82

AWS Machine Learning

NOVEMBER 22, 2023

In this innovation talk, hear how the largest industries, from healthcare and financial services to automotive and media and entertainment, are using generative AI to drive outcomes for their customers. See demos on how to build analytics dashboards and integrations between LLMs and Amazon QuickSight to visualize your key metrics.

Engineering 109

Engineering Best practices APIs Government 109

AWS Machine Learning

APRIL 19, 2023

Streaming ingestion – An Amazon Kinesis Data Analytics for Apache Flink application backed by Apache Kafka topics in Amazon Managed Streaming for Apache Kafka (MSK) (Amazon MSK) calculates aggregated features from a transaction stream, and an AWS Lambda function updates the online feature store.

Engineering 77

Engineering Analytics APIs Enterprise 77

AWS Machine Learning

JUNE 6, 2023

Prerequisites You need the following prerequisites: An AWS account. This table name can be found by referencing the table_name field after instantiating the athena_query from the FeatureGroup API: SELECT * FROM "sagemaker_featurestore"."off_sdk_fg_lead_1682348629" Retrieve feature history within a specific time range.

APIs 79

APIs Metrics Telecommunications Marketing 79

SmartKarrot

JANUARY 20, 2022

These fast-growing SaaS companies are developing technology to alter how the business, energy, healthcare, and transportation sectors operate. Sequel’s solutions are supported by cutting-edge predictive analytics that aid users in rating, claims, underwriting, catastrophe and weather risk, and global risks. TransferWise.

SaaS 10

SaaS Advertising B2B Transportation 10

AWS Machine Learning

NOVEMBER 30, 2023

Carrier is making more precise energy analytics and insights accessible to customers so they reduce energy consumption and cut carbon emissions. With Amazon Bedrock, customers are only ever one API call away from a new model. CRM or ERP applications), and write a few AWS Lambda functions to execute the APIs (e.g.,

APIs 126

APIs Enterprise Best practices Technology 126

AWS Machine Learning

APRIL 13, 2023

The customized FMs can create a unique customer experience, embodying the company’s voice, style, and services across a wide variety of consumer industries, like banking, travel, and healthcare. Alexa is a great example with millions of requests coming in every minute, which accounts for 40% of all compute costs.

APIs 145

APIs Engineering Best practices Entertainment 145