CSM Magazine

OCTOBER 28, 2020

API ( Application Programming Interface ) is considered an integral part of website and mobile app development. The API enables a mobile application to exchange data easily with other apps or platforms. The reasons for outsourcing API development. Outsourcing companies provide customized API development services.

APIs 40

APIs outsourcing Marketing Surveys 40

AWS Machine Learning

APRIL 5, 2024

Amazon Rekognition includes a simple, easy-to-use API that can quickly analyze any image or video file that’s stored in Amazon Simple Storage Service (Amazon S3). The following table shows the moderation labels, content type, and confidence scores returned in the API response. Graphic Violence L2 92.6% Explosions and Blasts L3 92.6%

APIs 112

APIs Advertising Enterprise Technology 112

AWS Machine Learning

MARCH 26, 2024

The next stage is the extraction phase, where you pass the collected invoices and receipts to the Amazon Textract AnalyzeExpense API to extract financially related relationships between text such as vendor name, invoice receipt date, order date, amount due, amount paid, and so on. It is available both as a synchronous or asynchronous API.

APIs 96

APIs Construction Analytics Enterprise 96

AWS Machine Learning

MARCH 29, 2024

The Amazon Lex fulfillment AWS Lambda function retrieves the Talkdesk touchpoint ID and Talkdesk OAuth secrets from AWS Secrets Manager and initiates a request to Talkdesk Digital Connect using the Start a Conversation API. If the request to the Talkdesk API is successful, a Talkdesk conversation ID is returned to Amazon Lex.

Cloud contact 99

Cloud contact Contact Center Chatbots APIs 99

AWS Machine Learning

NOVEMBER 17, 2023

User-generated content (UGC) presents complex challenges for safety. In this post, we explain the common practice of live stream visual moderation with a solution that uses the Amazon Rekognition Image API to moderate live streams. Cost is an important consideration in any live stream moderation solution.

APIs 94

APIs Engineering Advertising Accountability 94

AWS Machine Learning

MAY 30, 2024

The frontend UI interacts with the extract microservice through a RESTful interface provided by Amazon API Gateway. For each image, it will apply the following ML features to extract information: Recognize celebrity faces using the Amazon Rekognition celebrity API. Detect text using the Amazon Rekognition text detection API.

Advertising 122

Advertising APIs Education Analytics 122

AWS Machine Learning

NOVEMBER 8, 2022

In this post, we present the “ID + Selfie” identity verification design pattern and sample code you can use to create your own identity verification REST endpoint. The user presents a form of identification like a driver’s license or passport. The Amazon Rekognition CompareFaces API. The default value is NONE.

APIs 75

APIs Healthcare Banking Accountability 75

AWS Machine Learning

NOVEMBER 17, 2022

JumpStart APIs allow you to programmatically deploy and fine-tune a vast selection of JumpStart-supported pre-trained models on your own datasets. In this post, we present a methodology to easily run multiple models and compare their outputs on three dimensions of interest: model accuracy, training time, and inference time.

APIs 81

APIs Scripts Metrics 81

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. Spoof detection Face Liveness can deter presentation and bypass spoof attacks.

APIs 79

APIs Accountability Government Healthcare 79

AWS Machine Learning

MAY 16, 2024

The main AWS services used are SageMaker, Amazon EMR , AWS CodeBuild , Amazon Simple Storage Service (Amazon S3), Amazon EventBridge , AWS Lambda , and Amazon API Gateway. Real-time recommendation inference The inference phase consists of the following steps: The client application makes an inference request to the API gateway.

Personalization 100

Personalization APIs Scripts Technical Support 100

AWS Machine Learning

FEBRUARY 7, 2024

In the first post of this three-part series, we presented a solution that demonstrates how you can automate detecting document tampering and fraud at scale using AWS AI and machine learning (ML) services for a mortgage underwriting use case. Deploy the API to make predictions. Select your options and train the model. Create the model.

APIs 114

APIs Accountability Metrics Engineering 114

AWS Machine Learning

FEBRUARY 9, 2023

In this post, we discuss the benefits of the AnalyzeDocument Signatures feature and how the AnalyzeDocument Signatures API helps detect signatures in documents. How AnalyzeDocument Signatures detects signatures in documents The AnalyzeDocument API has four feature types: Forms, Tables, Queries, and Signatures.

APIs 83

APIs Best practices Banking Enterprise 83

AWS Machine Learning

SEPTEMBER 4, 2024

The DevOps engineer can then use the Kubernetes APIs provided by ACK to submit the pipeline definition and initiate one or more pipeline runs in SageMaker. Then, using tools such as kubectl, you provide the information in a manifest file in YAML (or JSON) format to communicate with the Kubernetes API.

Engineering 82

Engineering APIs Best practices Management 82

AWS Machine Learning

JUNE 20, 2024

This isolates the instance from the internet and makes API calls to other AWS services not possible. This presents a challenge for developers that are building architectures for production in which many AWS services need to function together. client(service_name='bedrock-runtime') prompt = """ Human: What type of sharks are there?

APIs 83

APIs Automotive Healthcare Engineering 83

AWS Machine Learning

OCTOBER 19, 2023

In this post, we discuss how to use the Custom Moderation feature in Amazon Rekognition to enhance the accuracy of your pre-trained content moderation API. The unique ID of the trained adapter can be provided to the existing DetectModerationLabels API operation to process images using this adapter.

APIs 115

APIs Best practices Advertising Accountability 115

JivoChat

FEBRUARY 16, 2023

Networking: How to make asynchronous API calls, store and retrieve data from the cloud, and use the JSON format for server communication. The course explains how to fetch data from external and internal JSON files using web APIs, basic mobile application design, and prototyping skills. Workload: 30.5 Workload: 83.5 Workload: 8.5

APIs 75

APIs SaaS Marketing Management 75

JivoChat

JULY 25, 2023

Plus, the number of blogs and online magazines already present online are also considered sources. USD per month Valid for 6 months Deep Search available No ads API available Can check 20,000 words per session Annual: 11.25 So, checking for plagiarism through web scraping should be very accurate. Weekly: 4.99 Weekly: 4.99 Absolutely!

APIs 75

APIs 75

TechSee

MARCH 21, 2024

However, the installation process for fiber optic services, particularly for residential customers, often presents significant challenges. Frictionless Access: Customers can access the web-based installation guide via QR codes, SMS, emails, or directly through an API, with no download required.

Self service 124

Self service APIs Upselling Contact Center 124

AWS Machine Learning

JANUARY 5, 2024

Wipro has used the input filter and join functionality of SageMaker batch transformation API. The response is returned to Lambda and sent back to the application through API Gateway. Evaluate payload – If there is incremental data or payload present for the current run, it invokes the monitoring branch.

Management 117

Management APIs Engineering Government 117

AWS Machine Learning

JUNE 30, 2022

This presents an undesired threat vector for exfiltration and gaining access to customer data when proper access controls are not enforced. The corporate portal application makes a private API call using an API Gateway VPC endpoint to create a presigned URL. The VPC DNS resolver resolves it to the API Gateway VPC endpoint IP.

APIs 81

APIs Enterprise Big data Accountability 81

AWS Machine Learning

AUGUST 2, 2024

adds new APIs to customize GraphStorm pipelines: you now only need 12 lines of code to implement a custom node classification training loop. Based on customer feedback for the experimental APIs we released in GraphStorm 0.2, introduces refactored graph ML pipeline APIs. Specifically, GraphStorm 0.3 In addition, GraphStorm 0.3

APIs 98

APIs Benchmark Construction Enterprise 98

AWS Machine Learning

APRIL 4, 2024

However, delivering truly personalized recommendations presents several key challenges: Capturing diverse user interests – News can span many topics and even within specific topics, readers can have varied interests. Delivering personalized news and experiences to readers can help solve this problem, and create more engaging experiences.

Personalization 86

Personalization APIs Engineering Metrics 86

AWS Machine Learning

AUGUST 21, 2024

AWS HealthScribe is a fully managed API-based service that generates preliminary clinical notes offline after the patient’s visit, intended for application developers. In the future, we expect LMA for healthcare to use the AWS HealthScribe API in addition to other AWS services. He denies chest pain, cough, or fever.

Healthcare 92

Healthcare Consulting Consulting APIs 92

AWS Machine Learning

AUGUST 29, 2022

You can now use cross-account support for Amazon SageMaker Pipelines to share pipeline entities across AWS accounts and access shared pipelines directly through Amazon SageMaker API calls. In this post, we present an example multi-account architecture for developing and deploying ML workflows with SageMaker Pipelines.

Accountability 85

Accountability APIs Management Engineering 85

AWS Machine Learning

MAY 5, 2023

Using architecture diagrams as an example, the solution needs to search through reference links and technical documents for architecture diagrams and identify the services present. Therefore, users without ML expertise can enjoy the benefits of a custom labels model through an API call, because a significant amount of overhead is reduced.

Engineering 102

Engineering APIs Scripts Enterprise 102

TechSee

MARCH 21, 2024

However, the installation process for fiber optic services, particularly for residential customers, often presents significant challenges. Frictionless Access: Customers can access the web-based installation guide via QR codes, SMS, emails, or directly through an API, with no download required.

Self service 109

Self service APIs Upselling Contact Center 109

AWS Machine Learning

JULY 5, 2023

In this post, we present an interesting approach for highlighting text as it’s being spoken using Amazon Polly. The text can be input from the browser or through an API call to the endpoint exposed by our solution. Architecture overview The architecture of our solution is presented in the following diagram.

APIs 68

APIs Chatbots Education Accountability 68

AWS Machine Learning

NOVEMBER 7, 2023

The user’s question is routed through a secure WebSocket API hosted on Amazon API Gateway backed by a AWS Lambda function. After rephrasing, the question is forwarded to Amazon Kendra using the Retrieve API. Documents are transferred to an S3 bucket utilizing the AWS Amplify API.

Enterprise 100

Enterprise APIs Engineering Accountability 100

Spearline

MAY 10, 2022

You and your team have the power to assess key components including connectivity, voice quality, DTMF transmission and CLI presentations Integrate your systems with ours, quickly and easily with our accessible API. You will receive real time alerts, reporting and analytics to immediately recognise and understand issues.

APIs 98

APIs Analytics Sales Management 98

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. Solution overview.

APIs 69

APIs CRM Feedback B2C 69

AWS Machine Learning

MAY 24, 2023

In this three-part series, we present a solution that demonstrates how you can automate detecting document tampering and fraud at scale using AWS AI and machine learning (ML) services for a mortgage underwriting use case. Additionally, we can use the Amazon Textract Analyze Lending API in processing mortgage documents.

APIs 71

APIs Metrics Management Personalization 71

AWS Machine Learning

MAY 25, 2023

We implement the RAG functionality inside an AWS Lambda function with Amazon API Gateway to handle routing all requests to the Lambda. We implement a chatbot application in Streamlit which invokes the function via the API Gateway and the function does a similarity search in the OpenSearch Service index for the embeddings of user question.

APIs 78

APIs Enterprise Accountability Chatbots 78

CSM Magazine

APRIL 26, 2024

One efficient method involves automating data collection through the use of APIs (Application Programming Interfaces) or connections with systems, like Human Resource Information Systems (HRIS) or Customer Relationship Management (CRM) software. Automate report creation Automation presents a method to reduce the time spent on LMS reporting.

APIs 52

APIs Analytics Metrics Education 52

AWS Machine Learning

NOVEMBER 3, 2022

With the Amazon Textract AnalyzeDocument API, we can speed up the extraction process with higher accuracy to extract text from documents in order to understand further insights within the claim form. For identity documents like an insurance ID, which can have different layouts, we can use the Amazon Textract AnalyzeDocument API.

APIs 85

APIs Construction Analytics Technology 85

AWS Machine Learning

JUNE 15, 2023

In this post, we present a solution that D2L.ai We demonstrate how to use the AWS Management Console and Amazon Translate public API to deliver automatic machine batch translation, and analyze the translations between two language pairs: English and Chinese, and English and Spanish.

APIs 77

APIs Benchmark Best practices Engineering 77

NICE inContact

SEPTEMBER 4, 2019

The company continues to develop innovative applications, from integrating with its proprietary reporting platform, Omegalytics, to harnessing the power of CXone APIs to broadcast SLA performance through Amazon Alexa and other devices. How Omega continues to utilize CXone APIs for innovative integrations and applications.

APIs 77

APIs Analytics Contact Center Technology 77

AWS Machine Learning

OCTOBER 26, 2023

We were now presented with the challenge of how to simultaneously optimize the AI/ML operations for performance and cost. Achieving this performance was easy with the built-in tools and APIs from the Neuron SDK. We used the torch.neuron.DataParallel() API.

APIs 106

APIs Technology Banking Customer centricity 106