AWS Machine Learning

JUNE 9, 2022

As new data is provided, Forecast automatically computes predictor accuracy metrics on the new dataset, providing you with more information to decide whether to keep using, retrain, or create new predictors. You can enable this feature with one click on the AWS Management Console or using Forecast APIs. Predictor accuracy over time.

Metrics 79

Metrics APIs Engineering Management 79

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

AUGUST 3, 2022

With Feature Store, you have always been able to add metadata at the feature group level. For example, the information can include a description of the feature, the date it was last modified, its original data source, certain metrics, or the level of sensitivity. The following figure shows example feature groups and feature metadata.

APIs 81

APIs Engineering Entertainment Education 81

AWS Machine Learning

JANUARY 5, 2024

Query training results: This step calls the Lambda function to fetch the metrics of the completed training job from the earlier model training step. RMSE threshold: This step verifies the trained model metric (RMSE) against a defined threshold to decide whether to proceed towards endpoint deployment or reject this model.

Management 106

Management APIs Engineering Government 106

AWS Machine Learning

APRIL 18, 2024

When the user is authenticated, the web application establishes a secure GraphQL connection to the AWS AppSync API, and subscribes to receive real-time events such as new calls and call status changes for the meetings list page, and new or updated transcription segments and computed analytics for the meeting details page.

APIs 104

APIs Accountability Analytics Entertainment 104

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 81

APIs Accountability Enterprise Transportation 81

AWS Machine Learning

OCTOBER 31, 2022

Amazon SageMaker multi-container endpoints (MCEs) enables us to group models on different frameworks and deploy them to the same host, creating a single endpoint. You can call the specific container directly in the API call and get the prediction from that model. The following diagram illustrates this architecture.

APIs 75

APIs Metrics Construction Enterprise 75

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. The Amazon Comprehend sentiment API identifies the overall sentiment for a text document. Use cases for real-time sentiment analysis. Step Functions Workflow.

APIs 68

APIs CRM Feedback B2C 68

AWS Machine Learning

NOVEMBER 3, 2022

In Part 1, we saw how to use Amazon Textract APIs to extract information like forms and tables from documents, and how to analyze invoices and identity documents. Extract default entities with the Amazon Comprehend DetectEntities API. The response from the DetectEntities API includes the default entities. Extraction phase.

Analytics 75

Analytics APIs Healthcare Big data 75

BlueOcean

OCTOBER 4, 2023

Customer saves are a key metric, and we outperformed the previous partner, with nearly ten years’ experience under their belt, right out of the gate, realizing a nearly 5% increase in retention during our first quarter in production. The value of that improved metric plays a big role in the client’s bottom line.

Customer Support 124

Customer Support Bilingual agents outsourcing Contact Center 124

AWS Machine Learning

DECEMBER 21, 2022

Depending on the design of your feature groups and their scale, you can experience training query performance improvements of 10x to 100x by using this new capability. SageMaker Feature Store automatically builds an AWS Glue Data Catalog during feature group creation. Creating feature groups using Iceberg table format.

Scripts 73

Scripts Engineering APIs Big data 73

JustCall

MARCH 15, 2023

Segmenting Your Audience Segmenting allows businesses to engage with all their customers while creating a personalized experience for each group. Within seconds, the campaign can be spread to any sized group of contacts. While there are several metrics to track, the two major ones that you should not be missing are: 1.

Marketing 122

Marketing Telemarketing APIs Best practices 122

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. Now, you may ask, how can WhatsApp be used for business?

APIs 52

APIs Multichannel Chatbots Accountability 52

AWS Machine Learning

OCTOBER 27, 2022

A dataset must be created and associated with a dataset group to train the predictor. 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

MAY 30, 2024

Vitech helps group insurance, pension fund administration, and investment clients expand their offerings and capabilities, streamline their operations, and gain analytical insights. Additionally, Vitech uses Amazon Bedrock runtime metrics to measure latency, performance, and number of tokens. “We

Chatbots 92

Chatbots Engineering APIs Technology 92

AWS Machine Learning

SEPTEMBER 23, 2022

Such manual efforts are especially challenging for large-scale, multinational business organizations that require revenue forecasts across a wide range of product groups and geographical areas at multiple levels of granularity. A postprocessing module supporting model ensemble, hierarchical reconciliation, metrics, and report generation.

APIs 82

APIs Metrics Automotive Engineering 82

Inbenta

JULY 3, 2020

This way, you can easily search through your contacts and keep them grouped and organized. Statistics – WhatsApp for Business lets you access key metrics like how many of your messages were sent, delivered, and read. WhatsApp Business offers an API (Application Programming Interface). WhatsApp Business chatbots.

Chatbots 98

Chatbots APIs Wait times CRM 98

AWS Machine Learning

OCTOBER 19, 2022

For the sample dataset, we use the public, anonymized credit card transactions dataset that was originally released as part of a research collaboration of Worldline and the Machine Learning Group of ULB (Université Libre de Bruxelles). For all of these metrics, a larger value indicates a better predictive performance. Prerequisites.

APIs 66

APIs Metrics Calibration Accountability 66

JustCall

JANUARY 23, 2024

Compliance and Security Does it adhere to WhatsApp’s Business API guidelines? Can it connect with third-party APIs for added functionality? Its WhatsApp Business API allows you to stay connected with customers. Can it automate messages and replies? Does it support list segmentation for targeted messaging?

Management 52

Management APIs CRM Chatbots 52

Totango

APRIL 26, 2021

Download Campaign Metrics for Targeted Users. SCIM User API Improvements: Support API capabilities to update team members in Groups / Teams. . Ultimately, this SuccessBLOC consistently increases customer engagement, nurtures relationships, and improves customer retention.

Scripts 62

Scripts APIs Customer retention Enterprise 62

AWS Machine Learning

SEPTEMBER 23, 2022

Amazon CloudWatch – A monitoring and observability service that collects monitoring and operational data in the form of logs, metrics, and events. The Lambda function uses the Amazon Rekognition API to identify the animals in the image. Prerequisites. Set up the environment variables so they can be accessed in the code.

APIs 84

APIs Metrics Management Analytics 84

AWS Machine Learning

MAY 30, 2024

AWS Prototyping successfully delivered a scalable prototype, which solved CBRE’s business problem with a high accuracy rate (over 95%) and supported reuse of embeddings for similar NLQs, and an API gateway for integration into CBRE’s dashboards. The following diagram illustrates the web interface and API management layer.

Real estate 83

Real estate APIs Metrics Construction 83

AWS Machine Learning

NOVEMBER 8, 2023

We have developed a MONAI Deploy connector to AHI to integrate medical imaging AI applications with subsecond image retrieval latencies at scale powered by cloud-native APIs. AHI provides API access to ImageSet metadata and ImageFrames. Metadata contains all DICOM attributes in a JSON document.

Healthcare 92

Healthcare APIs Enterprise Engineering 92

AWS Machine Learning

APRIL 6, 2023

For this engagement, they sought to generate monthly sales forecasts for new and existing products across different material groups and business lines. Within just a few weeks, the team delivered multiple solutions and analyses across some of our business lines, material groups, and on [an] individual product level.

Sales 77

Sales Metrics APIs Marketing 77

ProProfs Blog

JUNE 26, 2020

Application Program Interface (API). Application Programming Interface (API) is a combination of various protocols, tools, and codes. The function of the API enables apps to communicate with each other. Chat Response Time is a metric to monitor how much time your operators took to respond to chats. Chat Duration.

Customer Service 179

Customer Service APIs Customer Support Feedback 179

AWS Machine Learning

OCTOBER 27, 2022

The quick way to identify a CPU bottleneck is to monitor CPU and GPU utilization metrics for SageMaker training jobs in Amazon CloudWatch. You can access these views from the AWS Management Console within the training job page’s instance metrics hyperlink. Pick the relevant metrics and switch from 5-minute to 1-minute resolution.

Scripts 69

Scripts Benchmark Metrics Transportation 69

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 68

APIs Construction Metrics Technology 68

AWS Machine Learning

NOVEMBER 15, 2023

On the other hand, similar instances are identified separately, and we may be interested in grouping similar objects (panoptic vs. instance segmentation). For example, we can use an API chain to call an API and invoke an LLM to answer the question based on the API response.

Engineering 88

Engineering APIs Automotive Entertainment 88

AWS Machine Learning

MARCH 28, 2024

You can scrape the filings from EDGAR directly, or use APIs in Amazon SageMaker with a few lines of code, for any period of time and for a large number of tickers (i.e., In certain circumstances, developers may prefer models delivering better performance on a group of in-domain tasks rather than a domain-generic model.

Finance 92

Finance Metrics Banking Engineering 92

JustCall

FEBRUARY 20, 2024

JustCall is easier to integrate: JustCall boasts 100+ integrations for CRMs , webhooks, or APIs, offering seamless compatibility with various business tools. You also get amazing benefits such as minimizing agent idle time with automated dialing and connecting to a larger group of leads within a shorter period. What is Orum? (TL;DR:

Sales 52

Sales APIs Scripts Analytics 52

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. . Headquartered in Bozeman, Montana, with an office in New York City, Quiq is a privately held company backed by Foundry Group, Venrock and Next Frontier Capital.

Surveys 89

Surveys APIs Feedback Enterprise 89

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. This post is the first in a two-part series.

Analytics 69

Analytics Engineering APIs Metrics 69

Serenova

JUNE 24, 2020

The most valuable contact center solutions are designed to fit into your ecosystem with pre-built integrations and also offer integrations using APIs. Within the success group, 50% use omnichannel. You can also build your own custom integrations using our APIs. Constant Information Gathering Along the Customer Journey.

Contact Center 98

Contact Center Multichannel contact center solutions Cloud contact 98

AWS Machine Learning

MARCH 13, 2023

At the end of this training pipeline, the identified user group gets a notification with the training and model evaluation results over email through Amazon Simple Notification Service (Amazon SNS) and Slack. 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

AWS Machine Learning

SEPTEMBER 9, 2022

athenahealth a leading provider of network-enabled software and services for medical groups and health systems nationwide. This is true for Amazon RDS data as well: encryption is always enabled, and the security groups and credential access follow the principle of least privilege. This is a guest blog post cowritten with athenahealth.

Engineering 75

Engineering Healthcare APIs Scripts 75

AWS Machine Learning

NOVEMBER 16, 2022

In this post, we discuss some of the newer cross-account features to Amazon SageMaker that allow you to better share and manage model groups as well as manage model versions. Upon a new model version registration, someone with the authority to approve the model based on the metrics should approve or reject the model.

Accountability 82

Accountability Best practices Scripts Engineering 82

Serenova

JUNE 24, 2020

The most valuable contact center solutions are designed to fit into your ecosystem with pre-built integrations and also offer integrations using APIs. Within the success group, 50% use omnichannel. You can also build your own custom integrations using our APIs. Constant Information Gathering Along the Customer Journey.

Contact Center 98

Contact Center Multichannel contact center solutions Cloud contact 98