AWS Machine Learning

JANUARY 5, 2024

Whenever drift is detected, an event is launched to notify the respective teams to take action or initiate model retraining. Event-driven architecture – The pipelines for model training, model deployment, and model monitoring are well integrated by use Amazon EventBridge , a serverless event bus.

Management 110

Management APIs Engineering Government 110

CSM Magazine

APRIL 29, 2024

Real-time Monitoring and Alerts BI tools provide real-time monitoring of social media conversations, ensuring businesses can stay updated on relevant discussions, trends, and events as they happen. Users can interact with dashboards to explore data, drill down into specific metrics, and generate insights in real time.

Analytics 52

Analytics Metrics CRM APIs 52

AWS Machine Learning

APRIL 17, 2023

Another option is to use an unsupervised anomaly detection model to monitor and surface unusual behavior among customer events. The challenge with this approach is that not all fraud events are anomalies, and not all anomalies are indeed fraud. The following table defines these metrics. AUC uncertainty interval > 0.3

APIs 71

APIs Government Metrics Engineering 71

AWS Machine Learning

MAY 5, 2023

By uploading a small set of training images, Amazon Rekognition automatically loads and inspects the training data, selects the right ML algorithms, trains a model, and provides model performance metrics. For more details on the different metrics such as precision, recall, and F1, refer to Metrics for evaluation your model.

Engineering 101

Engineering APIs Scripts Enterprise 101

AWS Machine Learning

OCTOBER 10, 2022

Therefore, preventing mobile fraud starts from clearly understanding the risk profile of the devices used to access the mobile app and then using the device risk intelligence gathered, together with additional data about the user, event, or account, to detect potential fraudulent behavior in real time and at scale.

APIs 70

APIs Accountability Metrics Government 70

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 94

APIs Metrics Consulting Consulting 94

AWS Machine Learning

APRIL 4, 2024

A Lambda function performs the same data transformation operations as the batch ingestion job at the individual record level, and ingests the data into Amazon Personalize using the PutEvents and PutItems APIs. For more information about these metrics, see Evaluating a solution version with metrics.

Personalization 80

Personalization APIs Engineering Metrics 80

AWS Machine Learning

OCTOBER 5, 2022

Amazon Fraud Detector relies on specific models with tailored algorithms, enrichments, and feature transformations to detect fraudulent events across multiple use cases. The ATI model is trained using a dataset containing your business’s historical login events. Define the entity, event and event variables, and event label (optional).

Accountability 70

Accountability APIs Metrics Engineering 70

AWS Machine Learning

NOVEMBER 1, 2022

Autopilot training jobs start their own dedicated SageMaker backend processes, and dedicated SageMaker API calls are required to start new training jobs, monitor training job statuses, and invoke trained Autopilot models. We use a Lambda step because the API call to Autopilot is lightweight. script creates an Autopilot job.

Scripts 77

Scripts APIs Metrics Engineering 77

Spearline

JULY 21, 2022

Consequently, no other testing solution can provide the range and depth of testing metrics and analytics. And testingRTC offers multiple ways to export these metrics, from direct collection from webhooks, to downloading results in CSV format using the REST API. Happy days! You can check framerate information for video here too.

Scripts 98

Scripts APIs Metrics Analytics 98

AWS Machine Learning

NOVEMBER 22, 2023

Serverless architectures – IDP is often an event-driven solution, initiated by user uploads or scheduled jobs. You can save time, money, and labor by implementing classifications in your workflow, and documents go to downstream applications and APIs based on document type.

APIs 93

APIs Metrics Enterprise Benchmark 93

JustCall

JANUARY 23, 2024

There’s also a solution for medium and large businesses, which is the WhatsApp Business scalable API. Why Use WhatsApp for Business The WhatsApp Business API is an ideal platform to improve customer experience and reduce pressure on live agents. Use this to upload the latest news about your business, upcoming sales or events, etc.

APIs 52

APIs Multichannel Chatbots Accountability 52

AWS Machine Learning

SEPTEMBER 9, 2022

The platform has shown a 3% boost to customer engagement metrics tracked (liking a show, following a creator, enabling upcoming show notifications) since its launch in May 2022. Lambda allows for automatic scaling to incoming volume of events. Sources of the data are the backend services directly serving the app.

Personalization 72

Personalization APIs Engineering Metrics 72

AWS Machine Learning

MAY 24, 2023

Additionally, we can use the Amazon Textract Analyze Lending API in processing mortgage documents. After you deploy your model, you may evaluate its performance scores and metrics based on the prediction explanations. You can use the prediction to trigger business rules in relation to underwriting decisions.

APIs 70

APIs Metrics Management Personalization 70

AWS Machine Learning

NOVEMBER 22, 2023

Set up regular game days to test workload and team responses to simulated events. Learn from all operational failures – Drive improvement through lessons learned from all operational events and failures. Pursue Metrics-Driven Quality and Continuous Improvement In IDP, what gets measured gets improved.

Best practices 84

Best practices Metrics Feedback Enterprise 84

AWS Machine Learning

NOVEMBER 17, 2022

Their production segment is therefore an integral building block for delivering on their mission—with a clearly stated ambition to become world-leading on metrics such as safety, environmental footprint, quality, and production costs. Yara has built APIs using Amazon API Gateway to expose the sensor data to applications such as ELC.

APIs 92

APIs Accountability Metrics Engineering 92

AWS Machine Learning

NOVEMBER 22, 2022

We also demonstrate how to understand the different sentiments associated with specific entities in the text (such as company, product, person, or brand) directly from the API. Companies streaming online movies (OTT platforms), live concerts, or sports events. Use cases for real-time sentiment analysis. Financial institutions.

APIs 68

APIs CRM Feedback B2C 68

AWS Machine Learning

MAY 3, 2023

Furthermore, SageMaker Processing provides an API interface for running, monitoring, and evaluating the workload. The managed cluster, instances, and containers report metrics to Amazon CloudWatch , including usage of GPU, CPU, memory, GPU memory, disk metrics, and event logging.

Engineering 70

Engineering Metrics APIs Big data 70

JustCall

MARCH 15, 2023

Companies can use the cost-effective channel to greet customers on birthdays, festivals, and special events, strengthening their relationship over time. Thanks to SMS gateways and APIs, you can schedule and automatically send pre-written messages to thousands of customers today.

Marketing 122

Marketing Telemarketing APIs Best practices 122

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. Anomaly detection – You can share Veeva PromoMats documents to Amazon Lookout for Metrics for anomaly detection.

APIs 72

APIs Healthcare SaaS Engineering 72

Spearline

JULY 7, 2022

O ur suite of webRTC testing, monitoring, and analytics solutions provide a raft of real-time and aggregate global and localized testing metrics. These metrics represent performance at all levels of critical webRTC infrastructure and network paths. Or, call our API for this information in JSON format.

Metrics 95

Metrics APIs Analytics Contact Center 95

AWS Machine Learning

NOVEMBER 22, 2023

All of the AWS AI services (for example, Amazon Textract , Amazon Comprehend , or Amazon Comprehend Medical ) used in IDP solutions are fully managed AI services where AWS secures their physical infrastructure, API endpoints, OS, and application code, and handles service resilience and failover within a given region.

APIs 83

APIs Accountability Enterprise Transportation 83

Totango

APRIL 7, 2021

The Totango API provides a full customer 360 view and helps improve your team’s efficiency so you can take your customer success to the next level. . There are apps for email, taking notes, tracking calendar events, posting to social media and so much more. That’s where workflow automation tools can help.

APIs 118

APIs Enterprise Analytics Technology 118

AWS Machine Learning

OCTOBER 27, 2022

After data is loaded to Amazon S3, an S3 event triggers AWS Lambda and invokes AWS Step Functions as an orchestration tool. We can then call a Forecast API to create a dataset group and import data from the processed S3 bucket. We use the AutoPredictor API, which is also accessible through the Forecast console.

APIs 97

APIs Best practices Metrics Government 97

AWS Machine Learning

FEBRUARY 15, 2024

The output is typically a numeric quantity that indicates the performance of the machine’s operation, such as a temperature measuring energy dissipation or another performance metric changing when the machine runs under suboptimal conditions. The predicted value indicates the expected value for our target metric based on the training data.

Metrics 91

Metrics Analytics APIs Big data 91

AWS Machine Learning

APRIL 11, 2023

As the user’s face moves into the oval, a series of colored lights is displayed on the device’s screen and the selfie video is securely streamed to the cloud APIs, where advanced ML models analyze the video in real time. Starts an event stream containing information about relevant events and attributes in the current session.

APIs 77

APIs Accountability Government Healthcare 77

ConvergeOne

APRIL 6, 2021

NS1 can replace it and steer your traffic between your Public/Private Cloud-hosted applications based on a plethora of logic-driven metrics, using dynamic application steering during maintenance and other Hybrid/Multi-Cloud scheduled/unscheduled events in an automated manner with alerting fashion for maximum applications availability.

Transportation 57

Transportation APIs Metrics Accountability 57

Spearline

MARCH 2, 2022

It is a passive monitoring service that collects events information and metrics from WebRTC clients and analyzes, aggregates and visualizes it for you. We are doing that by letting you define the thresholds of various metric values and then bubbling up notifications when such thresholds are reached. Learn more about watchRTC.

APIs 52

APIs Metrics Analytics Contact Center 52

ConvergeOne

APRIL 6, 2021

NS1 can replace it and steer your traffic between your Public/Private Cloud-hosted applications based on a plethora of logic-driven metrics, using dynamic application steering during maintenance and other Hybrid/Multi-Cloud scheduled/unscheduled events in an automated manner with alerting fashion for maximum applications availability.

Transportation 52

Transportation APIs Metrics Accountability 52

AWS Machine Learning

OCTOBER 5, 2022

Predicting face-off probability in real-time broadcasts can be broken down into two specific sub-problems: Modeling the face-off event as an ML problem, understanding the requirements and limitations, preparing the data, engineering the data signals, exploring algorithms, and ensuring reliability of results.

Calibration 91

Calibration Engineering Automotive Analytics 91

AWS Machine Learning

AUGUST 11, 2022

GNN models can combine both graph structure and attributes of nodes or edges, such as users or transactions, to learn meaningful representations to distinguish malicious users and events from legitimate ones. Additionally, it’s challenging to construct a streaming data pipeline that can feed incoming events to a GNN real-time serving API.

Construction 83

Construction APIs Accountability Scripts 83

aircall

JUNE 23, 2022

To that end, Aircall runs an open marketplace for applications development with an open Aircall API. Additionally, Aircall’s App Marketplace features top business tools to help sales and customer service professionals manage incoming and outgoing calls, track conversations and metrics, and have a 360-degree view of customer data in seconds.

APIs 62

APIs Metrics Technology Sales 62

AWS Machine Learning

MARCH 13, 2023

Lambda is a serverless, event-driven compute service that lets you run code for virtually any type of application or backend service without provisioning or managing servers. The performance of the models is evaluated based on the model-specific metrics (such as F1 score, MSE, or confusion matrix).

Engineering 81

Engineering APIs Metrics Management 81

JustCall

APRIL 3, 2023

Key Features Workflow Management & 3rd Party Integrations Support Ticket & Knowledge Base Management Multi-Channel Communication & Event-Triggered Actions Real-Time Monitoring & Reporting Customer Service Analytics Performance Metrics & Social Media Integration Price The basic plan starts at $20 per month/user.

CRM 52

CRM APIs voip contact center solutions 52

AWS Machine Learning

MARCH 29, 2023

This solution uses the asynchronous StartDocumentTextDetection API to build the document processing workflow that handles Amazon Textract asynchronous invocation, raw response extraction, and persistence in Amazon Simple Storage Service (Amazon S3). These metrics are used to measure the quality of text extractions.

APIs 69

APIs Construction Metrics Technology 69

Whitepages Pro

JUNE 2, 2017

The power of developers and transformation of customer engagement are the two drivers Twilio highlighted throughout the event. This powerful new feature integrates with Google’s Cloud Speech API, so developers can add transcription to their Twilio voice services without having to train complicated models. API management for Add-ons.

Interactive Voice Response 40

Interactive Voice Response APIs Average Handle Time Call flow 40

Quiq

SEPTEMBER 29, 2021

Quiq has standard support for Stripe and Braintree payments platforms and integrates with any brand’s payment processing platform, through the Quiq Payments API. . Conversational Commerce Payments enables seamless, secure payment from multiple communication channels, including SMS and text messaging.

Surveys 89

Surveys APIs Feedback Enterprise 89