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 107

APIs Accountability Analytics Entertainment 107

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

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. AWS CodeBuild is a fully managed continuous integration service in the cloud. Evaluate the model and produce performance metrics.

APIs 93

APIs Metrics Consulting Consulting 93

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. Following this, we walk through the process of generating a custom label ML model with a fully managed service.

Engineering 101

Engineering APIs Scripts Enterprise 101

AWS Machine Learning

OCTOBER 10, 2022

GrabDefence (GD), Grab’s proprietary fraud detection and prevention technology, and AWS have launched GDxAFD, a fraud detection solution tailored for mobile apps that integrates GD’s device intelligence capabilities with Amazon Fraud Detector , AWS’s fully managed ML fraud detection solution.

APIs 69

APIs Accountability Metrics Government 69

AWS Machine Learning

OCTOBER 5, 2022

Beyond the financial impact, ATOs damage the customer experience, threaten brand loyalty and reputation, and strain fraud teams as they manage chargebacks and customer claims. The ATI model is trained using a dataset containing your business’s historical login events. Upload event data. billion in 2021 compared with 2020.

Accountability 69

Accountability APIs Metrics Engineering 69

Select VoiceCom Blog

APRIL 17, 2023

Within the realm of BPO, business process management (BPM) is a critical subtopic that enables you to improve your company’s processes and performance. What Is Business Process Management? Some common ways to use BPM include automation, workflow, and compliance management.

Management 52

Management Business Process Outsourcing Best practices outsourcing 52

AWS Machine Learning

NOVEMBER 1, 2022

Although Autopilot eliminates the heavy lifting of building ML models, MLOps engineers still have to create, automate, and manage end-to-end ML workflows. Finally, we use another Lambda function to register the ML model and the performance metrics to the SageMaker model registry. Architecture diagram of the SageMaker pipeline.

Scripts 76

Scripts APIs Metrics Engineering 76

AWS Machine Learning

NOVEMBER 22, 2023

Delegating complex AI tasks – You can enable faster AI adoption in your organization by offloading the ML model development lifecycle to managed services and taking advantage of the model development and infrastructure provided by AWS. This helps you avoid throttling limits on API calls due to polling the Get* APIs.

APIs 91

APIs Metrics Enterprise Benchmark 91

AWS Machine Learning

NOVEMBER 22, 2023

This custom lens integrates best practices and guidance to effectively navigate and overcome common challenges in the management of IDP workloads. Design Principles Description Align IDP SLAs with Overall Document Workflow Objectives IDP typically functions as an integral component of the broader document workflow managed by business teams.

Best practices 83

Best practices Metrics Feedback Enterprise 83

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. The underlying infrastructure for a Processing job is fully managed by SageMaker.

Personalization 72

Personalization APIs Engineering Metrics 72

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

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

SEPTEMBER 23, 2022

Rekognition Custom Labels is a fully managed computer vision service that allows developers to build custom models to classify and identify objects in images that are specific and unique to their use case. The Lambda function uses the Amazon Rekognition API to identify the animals in the image. Lambda function code.

APIs 85

APIs Metrics Management Analytics 85

AWS Machine Learning

MAY 24, 2023

Understanding the risk profile of the supporting mortgage documents and driving insights from this data can significantly improve risk decisions and is central to any underwriter’s fraud management strategy. Additionally, we can use the Amazon Textract Analyze Lending API in processing mortgage documents.

APIs 69

APIs Metrics Management Personalization 69

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

NOVEMBER 22, 2023

Starting from the introduction of the Security Pillar and design principles, we then examine the solution design and implementation with four focus areas: access control, data protection, key and secret management, and workload configuration. Centralize identity management, and aim to eliminate reliance on long-term static credentials.

APIs 82

APIs Accountability Enterprise Transportation 82

AWS Machine Learning

OCTOBER 11, 2022

It provides APIs powered by ML to extract key phrases, entities, sentiment analysis, and more. The Amazon Comprehend endpoint includes managed resources that make your custom model available for real-time inference to a client machine or third-party applications. This creates an event trigger that invokes the etl_lambda function.

APIs 73

APIs Enterprise Engineering Accountability 73

AWS Machine Learning

OCTOBER 4, 2022

Forecast provides several state-of-the-art time series algorithms and manages the allocation of enough distributed computing capacity to meet the needs of nearly any workload. In short, the service delivers all the science, data handling, and resource management into a simple API call. Train a state-of-the-art time series model.

APIs 74

APIs Analytics Transportation Metrics 74

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 67

APIs CRM Feedback B2C 67

AWS Machine Learning

MAY 3, 2023

This post is focused around the third point in this list and shows how to achieve dynamic scaling of SageMaker Processing jobs to achieve a more managed, performant, and cost-effective data processing framework for large data volumes. With these technical hurdles in mind, Vericast set out to create a solution.

Engineering 69

Engineering Metrics APIs Big data 69

AWS Machine Learning

OCTOBER 27, 2022

They faced two challenges: how to reduce food waste, and how to manage forecast models for over 10,000 SKUs and thousands of stores efficiently and at scale. Advanced inventory forecasting using machine learning (ML) allows retail stores to maximize sales and minimize waste through more effective inventory management and turnover.

APIs 97

APIs Best practices Metrics Government 97

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. With a few clicks, you can easily set up a managed connection and choose the Veeva Vault documents and metadata to import.

APIs 72

APIs Healthcare SaaS Engineering 72

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. JustCall has an additional feature of managing replies from JustCall Text Inbox (web and mobile app). What role does automation play in bulk SMS for e-commerce businesses?

Marketing 122

Marketing Telemarketing APIs Best practices 122

AWS Machine Learning

MARCH 13, 2023

This post is co-written with Mahima Agarwal, Machine Learning Engineer, and Deepak Mettem, Senior Engineering Manager, at VMware Carbon Black VMware Carbon Black is a renowned security solution offering protection against the full spectrum of modern cyberattacks.

Engineering 81

Engineering APIs Metrics Management 81

AWS Machine Learning

SEPTEMBER 23, 2022

One of the key challenges faced by the BCAI-MLSL partnership was to provide robust and reasonable forecasts under the impact of COVID-19, an unprecedented global event causing great volatility on global corporate financial results. How to reduce the impact of disruptive events such as COVID-19 on forecasting problems. Challenges.

APIs 82

APIs Metrics Automotive Engineering 82

Lumoa

JANUARY 17, 2023

Lumoa can now pull your web data through an API, with no fees to setup, and it takes just a few minutes! Lumoa has offered a way to close the loop with your customers by using the Events page for some time. Pull reviews from popular places like Facebook , Zendesk, Trustpilot, Amazon, and more! What a year of releases for Lumoa.

Feedback 83

Feedback Surveys APIs Marketing 83

ConvergeOne

APRIL 6, 2021

NS1 as a Global Traffic Manager (GTM) can handle your Public DNS steering toward the public-facing Multi-Cloud edge. Selecting the optimal internal server target used to be the job of the Local Traffic Manager (LTM) load balancer. DHCP-DNS-IP address management (DDI) can be hosted at your Public/Private Cloud via NS1 docker containers.

Transportation 57

Transportation APIs Metrics Accountability 57

AWS Machine Learning

APRIL 11, 2023

Some customers use third-party face liveness features that can only detect spoof attacks presented to the camera (such as printed or digital photos or videos on a screen), which work well for users in select geographies, and are often completely customer-managed.

APIs 76

APIs Accountability Government Healthcare 76

AWS Machine Learning

FEBRUARY 15, 2024

Engineers look for abnormal data when investigating root causes for a fault or as warning indicators for future faults, and performance managers examine abnormal data to identify potential improvements. The MLOps expert user has access to a SageMaker notebook and the AWS Management Console.

Metrics 90

Metrics Analytics APIs Big data 90

Lumoa

DECEMBER 17, 2022

Lumoa can now pull your web data through an API, with no fees to setup, and it takes just a few minutes! Lumoa has offered a way to close the loop with your customers by using the Events page for some time. Pull reviews from popular places like Facebook , Zendesk, Trustpilot, Amazon, and more! What a year of releases for Lumoa.

Feedback 83

Feedback Surveys APIs Marketing 83

ConvergeOne

APRIL 6, 2021

NS1 as a Global Traffic Manager (GTM) can handle your Public DNS steering toward the public-facing Multi-Cloud edge. Selecting the optimal internal server target used to be the job of the Local Traffic Manager (LTM) load balancer. DHCP-DNS-IP address management (DDI) can be hosted at your Public/Private Cloud via NS1 docker containers.

Transportation 52

Transportation APIs Metrics Accountability 52

AWS Machine Learning

NOVEMBER 23, 2022

You can create and manage a Timestream database via the AWS Management Console , from the AWS Command Line Interface (AWS CLI), or via API calls. On the Timestream console, you can observe and monitor various database metrics, as shown in the following screenshot. EventBridge event details. Lambda function details.

Technology 72

Technology Healthcare APIs Management 72

aircall

JUNE 23, 2022

Aircall is a flexible cloud-based phone solution that integrates with popular CRMs and helpdesk tools to help manage and streamline customer support and sales departments. To that end, Aircall runs an open marketplace for applications development with an open Aircall API. For more information visit RemoteTechBreakthrough.com.

APIs 62

APIs Metrics Technology Sales 62

AWS Machine Learning

MARCH 29, 2023

The Independent Evaluation Office (IEO) is a functionally independent office within the UNDP that supports the oversight and accountability functions of the Executive Board and management of the UNDP, UNCDF, and UNV. This API processes the documents and stores the JSON output files in Amazon S3 for postprocessing.

APIs 68

APIs Construction Metrics Technology 68

Pointillist

JULY 25, 2018

The Champion may or may not be the Project Manager (if not, then make sure to recruit an experienced project manager to organize the project and keep everything on track!). Success Metrics for the Team. Success Metrics for the Project. You will need to establish metrics for measuring the success of employee training.

Analytics 93

Analytics Government APIs Metrics 93