AWS Machine Learning

JANUARY 5, 2024

MLOps – Model monitoring and ongoing governance wasn’t tightly integrated and automated with the ML models. Reusability – Without reusable MLOps frameworks, each model must be developed and governed separately, which adds to the overall effort and delays model operationalization.

Management 113

Management APIs Engineering Government 113

AWS Machine Learning

FEBRUARY 13, 2024

SageMaker Feature Store now allows granular sharing of features across accounts via AWS RAM, enabling collaborative model development with governance. This provides an audit trail required for governance and compliance. Additionally, the cross-account capability enhances data governance and security.

Accountability 108

Accountability Government Engineering Scripts 108

AWS Machine Learning

NOVEMBER 16, 2023

With SageMaker MLOps tools, teams can easily train, test, troubleshoot, deploy, and govern ML models at scale to boost productivity of data scientists and ML engineers while maintaining model performance in production. Regulations in the healthcare industry call for especially rigorous data governance.

Healthcare 92

Healthcare Government Engineering APIs 92

AWS Machine Learning

APRIL 17, 2023

To update the event label call the update_event_label API: import boto3 def update_event_label(event, context): fraudDetector = boto3.client('frauddetector') To update the event label call the update_event_label API: import boto3 def update_event_label(event, context): fraudDetector = boto3.client('frauddetector')

APIs 72

APIs Government Metrics Engineering 72

AWS Machine Learning

JULY 29, 2022

This is mainly targeting the data steward persona, who is responsible for streamlining and standardizing the process of sharing data between data producers and consumers and ensuring compliance with data governance rules. Allow the consumer banking LoB to share data products into the central governance layer.

Government 77

Government Banking Analytics Accountability 77

AWS Machine Learning

JANUARY 26, 2024

Consider your security posture, governance, and operational excellence when assessing overall readiness to develop generative AI with LLMs and your organizational resiliency to any potential impacts. AWS is architected to be the most secure global cloud infrastructure on which to build, migrate, and manage applications and workloads.

Best practices 126

Best practices Government Engineering Accountability 126

AWS Machine Learning

MARCH 23, 2023

Applications and services can call the deployed endpoint directly or through a deployed serverless Amazon API Gateway architecture. To learn more about real-time endpoint architectural best practices, refer to Creating a machine learning-powered REST API with Amazon API Gateway mapping templates and Amazon SageMaker.

Scripts 98

Scripts APIs Government Analytics 98

AWS Machine Learning

OCTOBER 10, 2022

To begin performing real-time predictions, you integrate Amazon Fraud Detector’s low-latency prediction API into your application and begin sending new mobile events to generate fraud predictions. This result is sent back to your mobile app via API Gateway. Collects the risk profile from the GD API.

APIs 70

APIs Accountability Metrics Government 70

AWS Machine Learning

APRIL 8, 2024

It provides tools that offer data connectors to ingest your existing data with various sources and formats (PDFs, docs, APIs, SQL, and more). As we demonstrate in this post, LlamaIndex APIs make data access effortless and enables you to create powerful custom LLM applications and workflows. Choose Deploy again to create the endpoint.

APIs 102

APIs Engineering Accountability Construction 102

AWS Machine Learning

NOVEMBER 17, 2022

Yara has built APIs using Amazon API Gateway to expose the sensor data to applications such as ELC. SageMaker Model Monitor APIs offer data and model quality monitoring. The ELC application provides plant operators predictions on demand, therefore the models are accessed via API calls made from the ELC backend.

APIs 92

APIs Accountability Metrics Engineering 92

AWS Machine Learning

APRIL 11, 2023

These customers verify user identity by matching the user’s face in a selfie captured by a device camera with a government-issued identity card photo or preestablished profile photo. Amazon Rekognition Face Liveness cloud APIs are available in the US East (N.

APIs 77

APIs Accountability Government Healthcare 77

ShepHyken

DECEMBER 13, 2019

Who will be responsible if government regulations are violated? Consider the number of critical APIs that are embedded. Double the APIs – quadruple your problems! “Find a way to quantify and qualify how well it really works.”. Potential risks and liabilities. What will happen if unforeseen costs are encountered?

APIs 254

APIs Enterprise Government Customer Experience 254

NobelBiz

FEBRUARY 14, 2023

API integration: API (Application Programming Interface) integration allows different systems to share data in real time. Data Governance and quality: It is primordial to ensure that the data collected is in-par with the quality processes in place. To guarantee that the integrated data is accurate and reliable.

Contact Center 52

Contact Center CRM Journey mapping Government 52

CSM Magazine

MAY 1, 2020

The letter references lots of jargon (APR, APY) and seems legalistic. Sun Life, Boeing, and the Australian Government use VisibleThread to score written content for complexity and consistency. A bank sends out information on loan restructuring. The customer is busy with deadlines, school drop-offs, meetings and more. VisibleThread.

Banking 104

Banking APIs Government Technology 104

CSM Magazine

NOVEMBER 29, 2023

Compliance: Ensuring compliance with government regulations is crucial in payroll management. This typically involves connecting your selected accounting software to the generator using designated APIs or other integration options.

Accountability 52

Accountability Self service APIs Government 52

NobelBiz

APRIL 23, 2024

this is governed by the Fair Debt Collection Practices Act (FDCPA), which sets guidelines on how collectors can conduct themselves, the times and methods by which they can contact debtors, and the actions they are prohibited from taking. In the U.S.,

Customer centricity 94

Customer centricity Contact Center Technology Telemarketing 94

Maru Group

MARCH 23, 2021

Maru makes these issues a priority by a unique proactive approach based on the themes of Govern, Protect , Detect and Respond. All access to data is governed by APIs and self-contained applications that are part of the Ecosystem, each application can only access the portions of data that they have the right to see and use.

Government 52

Government Enterprise APIs Consulting 52

AWS Machine Learning

OCTOBER 27, 2022

With environmental, social, and governance (ESG) initiatives becoming more important for companies, our customer, one of Greater China region’s top convenience store chains, has been seeking a solution to reduce food waste (currently over $3.5 We use the AutoPredictor API, which is also accessible through the Forecast console.

APIs 97

APIs Best practices Metrics Government 97

Comm100

DECEMBER 12, 2023

On top of this, Comm100 Omnichannel offers out-of-the-box integrations to your core systems, combined with a highly flexible API. Comm100 is a global provider of omnichannel communication software for education, government and commercial organizations of all sizes. This reduces escalation and increases support capacity.

Customer Service 81

Customer Service Chatbots APIs Government 81

AWS Machine Learning

NOVEMBER 2, 2022

Intelligent document processing (IDP) has seen widespread adoption across enterprise and government organizations. TextractAsync is an IDP CDK construct that abstracts the invocation of the Amazon Textract Async API, handling Amazon Simple Notification Service (Amazon SNS) messages and workflow processing. billion in 2022.

Construction 72

Construction APIs Government Enterprise 72

Talkdesk

DECEMBER 23, 2020

The mobilization of bankers to administer these government-backed programs is a brilliant example of dozens, hundreds, sometimes thousands of bank employees banding together to tackle an incredible challenge. The old saying goes, “Fool me once shame on you. Fool me twice, shame on me.”

Banking 126

Banking Real estate Government Contact Center 126

AWS Machine Learning

APRIL 11, 2023

These customers need to balance governance, security, and compliance against the need for machine learning (ML) teams to quickly access their data science environments in a secure manner. We also introduce a logical construct of a shared services account that plays a key role in governance, administration, and orchestration.

APIs 70

APIs Accountability Scripts Enterprise 70

AWS Machine Learning

JULY 19, 2022

Governments in many countries are providing incentives and subsidies to households to install solar panels as part of small-scale renewable energy schemes. To test the model output, we use a Jupyter notebook to run Python code to detect custom labels in a supplied image by calling Amazon Rekognition APIs. Fine-tune the trained model.

APIs 70

APIs Metrics Enterprise Government 70

Smooch

APRIL 11, 2019

This will allow users to message each other across the three apps and presumably make life easier for businesses once WhatsApp’s Business API becomes generally available and Instagram introduces its own enterprise solution.

APIs 61

APIs Government Enterprise Marketing 61

Xaqt

JULY 20, 2020

Built on the Twilio's Programmable Voice and Messaging APIs, Twilio Flex provides full control over most aspects of your contact center. Collaboration features for Work at Home teams Role based views and data governance. Twilio Flex is a robust and flexible cloud-based call center platform. Personal Insights and Dashboards Alerting.

APIs 52

APIs Contact Center Call Center Government 52

AWS Machine Learning

JANUARY 9, 2024

The use of the Llama model is governed by the Meta license. The InvokeEndpointWithResponseStream API of SageMaker allows developers to stream responses back from SageMaker models, which can help improve customer satisfaction by reducing the perceived latency. The Llama 2 models available via Hugging Face are gated models.

APIs 109

APIs Engineering Accountability Gamification 109

AWS Machine Learning

FEBRUARY 24, 2023

In recent years, advances in computer vision have enabled researchers, first responders, and governments to tackle the challenging problem of processing global satellite imagery to understand our planet and our impact on it. OpenSearch Dashboard also enables users to search and run analytics with this dataset.

APIs 86

APIs Benchmark Government Analytics 86

AWS Machine Learning

DECEMBER 1, 2023

As a platform administrator, you can use the updated user interface (UI) and APIs to onboard users faster, with the right security settings and infrastructure. He is passionate about building onboarding products with the right infrastructure, security guardrails and governance for SageMaker. Let’s see what’s new and how to get started!

Enterprise 97

Enterprise APIs Accountability Government 97

AWS Machine Learning

DECEMBER 21, 2022

Over the years, many table formats have emerged to support ACID transaction, governance, and catalog use cases. A new optional parameter TableFormat can be set either interactively using Amazon SageMaker Studio or through code using the API or the SDK. put_record API to ingest individual records or to handle streaming sources.

Scripts 73

Scripts Engineering APIs Big data 73

Whitepages Pro

MAY 16, 2019

UBS creates PSD2 API portal for third parties. EU Government websites noncompliant with GDPR. EU examines Microsoft deals for GDPR compliance. FinTechs create coalition to protect third-party PSD2 interests. Klarna launches open banking platform to boost PSD2 compliance. Compliance, payments, and GDPR.

APIs 40

APIs Government Banking 40

Whitepages Pro

MAY 16, 2019

UBS creates PSD2 API portal for third parties. EU Government websites noncompliant with GDPR. EU examines Microsoft deals for GDPR compliance. FinTechs create coalition to protect third-party PSD2 interests. Klarna launches open banking platform to boost PSD2 compliance. Compliance, payments, and GDPR.

APIs 40

APIs Government Banking 40

AWS Machine Learning

AUGUST 31, 2023

The framework that gives systematic visibility into ML model development, validation, and usage is called ML governance. During AWS re:Invent 2022, AWS introduced new ML governance tools for Amazon SageMaker which simplifies access control and enhances transparency over your ML projects.

Government 94

Government Accountability Enterprise Engineering 94

Fonolo

NOVEMBER 1, 2018

However, sectors that deal with sensitive customer information (such as government, healthcare, or finance) are wary of making Facebook, Apple or Google a messaging pathway for their users. He leads product management for Nexmo, the Vonage API Platform. So: How will this battle play out? Twitter: @tpgoebel. Roland Selmer. Shai Berger.

Customer Service 69

Customer Service B2C Finance Engineering 69

Whitepages Pro

APRIL 24, 2019

many of our customers have been able to auto-verify an identity without a government ID, but requiring a government ID is still best practice overseas. Learn more: Whitepages Pro Transaction Risk API ). For example, in the U.S., a full address is a better distinguisher. In the U.S., Know your customers.

APIs 40

APIs Government Best practices Marketing 40

AWS Machine Learning

DECEMBER 1, 2022

Overview of model governance. Model governance is a framework that gives systematic visibility into model development, validation, and usage. Model governance is applicable across the end-to-end ML workflow, starting from identifying the ML use case to ongoing monitoring of a deployed model through alerts, reports, and dashboards.

Government 78

Government Metrics APIs Engineering 78

AWS Machine Learning

OCTOBER 5, 2022

For a real-time prediction, you call the GetEventPrediction API after a user presents valid login credentials to quantify the risk of ATO. Alternatively, you can stream the data into Amazon Fraud Detector using the SendEvent API (see our GitHub repository for sample notebooks). You likely need to create a new IAM role.

Accountability 70

Accountability APIs Metrics Engineering 70

AWS Machine Learning

SEPTEMBER 1, 2023

The infrastructure code for all these accounts is versioned in a shared service account (advanced analytics governance account) that the platform team can abstract, templatize, maintain, and reuse for the onboarding to the MLOps platform of every new team. 15K available FM reference Step 1.

Engineering 106

Engineering Accountability Construction APIs 106