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%

Analysis 104

Analysis Training Video Customers 104

AWS Machine Learning

APRIL 8, 2024

Filters on the release version, document type (such as code, API reference, or issue) can help pinpoint relevant documents. In the Vector database section, take note of the collection ARN. Delete the vector database: On the Amazon OpenSearch Service console, choose Collections under Serverless in the navigation pane.

Knowledge Base 104

Knowledge Base Strategy Examples Meeting 104

AWS Machine Learning

FEBRUARY 29, 2024

The Retrieve and RetrieveAndGenerate APIs allow your applications to directly query the index using a unified and standard syntax without having to learn separate APIs for each different vector database, reducing the need to write custom index queries against your vector store.

Knowledge Base 113

Knowledge Base Study Healthcare Travel 113

AWS Machine Learning

NOVEMBER 26, 2023

Gartner predicts that “by 2026, more than 80% of enterprises will have used generative AI APIs or models, or deployed generative AI-enabled applications in production environments, up from less than 5% in 2023.” Now you can use Amazon Personalize Content Generator to create carousel titles for micro-genre collections.

Customer Experience 102

Customer Experience Sports Travel User Experience 102

delighted

APRIL 20, 2021

Delighted’s mission is to make collecting customer feedback as easy as possible. Today, we’re very excited to announce a long-waited enhancement to Autopilot, the Autopilot API. How does Autopilot work, and what are the benefits of the new Autopilot API endpoints? Inspired to start collecting feedback?

Survey 89

Survey Feedback Tools Data 89

AWS Machine Learning

NOVEMBER 22, 2022

Using Amazon API Gateway , these features are exposed as one simple /translate API. Therefore, another API /customterm is exposed. Consumers can use these options using API Gateway’s API keys. We use an Amazon DynamoDB table to store metadata information about consumers, permissions, and API keys.

Resources 70

Resources Consumers System Management 70

AWS Machine Learning

MARCH 10, 2023

Call the Amazon Fraud Detector API using the GetEventPrediction action. The API returns one of the following results: approve, block, or investigate. During claims processing, you collect all the claims documents and then run them through a fraud detection system. An example use case is claims processing.

Ecommerce 113

Ecommerce Banking Financial System 113

AWS Machine Learning

MARCH 1, 2024

Self-service bots integrated with your call center can help you achieve decreased wait times, intelligent routing, decreased time to resolution through self-service functions or data collection, and improved net promoter scores (NPS). Make sure you’re using the right role that has access to invoke the Transcribe APIs. Choose Save.

Chatbots 94

Chatbots Self Service Omni-Channel Contact Center 94

AWS Machine Learning

NOVEMBER 6, 2023

You can use the adapter for inference by passing the adapter identifier as an additional parameter to the Analyze Document Queries API request. Adapters can be created via the console or programmatically via the API. You can analyze these metrics either collectively or on a per-document basis. MICR line format).

Self Service 100

Self Service Banking Training Customers 100

AWS Machine Learning

SEPTEMBER 6, 2023

These SageMaker endpoints are consumed in the Amplify React application through Amazon API Gateway and AWS Lambda functions. To protect the application and APIs from inadvertent access, Amazon Cognito is integrated into Amplify React, API Gateway, and Lambda functions. For this example, we use train.cc_casebooks.jsonl.xz

Policies 95

Policies Insurance Advertising Resources 95

Lithium

OCTOBER 3, 2023

Marketing Announcement: LinkedIn Followers by Industry Update The API supporting the LinkedIn Followers by Industry widget has been updated to match the industry breakdown found in native analytics. API endpoints. API endpoints. For more information, see messages collection. Thanks for helping out!

Analytics 52

Analytics B2C Social Media Report 52

TechSee

MARCH 21, 2024

In the data we collected, up to 40% of fiber self-installations fail, resulting in high volumes of contact center calls, and often require expensive and time-consuming technician dispatches. Fiber optic technology has emerged as a leading solution, offering unparalleled speed and reliability.

Self Service 124

Self Service Contact Center Customer Satisfaction Customers 124

AWS Machine Learning

NOVEMBER 8, 2022

The Amazon Rekognition CompareFaces API. For this, we use the Amazon Rekognition CompareFaces API. The API compares a face in the source input image with a face or faces detected in the target input image. Several values are returned in the CompareFaces API response. Make API calls. The default value is NONE.

Ecommerce 73

Ecommerce Comparison Financial Healthcare 73

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.

Training 94

Training Metrics Data Consulting 94

CSM Magazine

AUGUST 23, 2021

The knowledge of Application Programming Interfaces (APIs) and the ability to work with them is becoming essential for the data-driven marketers of today. To keep up with the increasing competition, marketers not only need to know what APIs are, but also integrate them with their content strategy. What are APIs? Market research.

Marketing 52

Marketing Sports Social Media Software 52

CSM Magazine

APRIL 29, 2024

Through the use of advanced data collection techniques and APIs, BI platforms continuously gather data from various social media channels such as Twitter, Facebook, Instagram, LinkedIn, and more.

Social Media 52

Social Media Analytics Analysis CRM 52

SurveyGizmo

NOVEMBER 5, 2021

CX has collected numerous potential data sets just waiting to be leveraged: Internal customer behaviors, transactions, and profiles. IoT data collected in store or on location regarding customer health, usage, and sentiment. The API can serve as a catalyst for automated actions based on metrics like lead score.

Data 98

Data Net Promoter Score NPS Effort Score 98

AWS Machine Learning

OCTOBER 10, 2022

GD’s device intelligence service collects rich device-level data, excluding any personally identifiable information (PII), from mobile application users and securely analyzes it to understand the risk profile of the device. To get started, you first integrate GD’s mobile SDK into your mobile application to collect device-level data.

Effort Score 70

Effort Score Training Data Examples 70

SurveyGizmo

APRIL 26, 2022

Ideally, feedback is collected from learners and inputted directed into an LMS, but occasionally learning services professional fail to adequately communicate with the people taking their training programs. Using the Tin Can API, the survey results can be incorporated into an individual learner’s record.

Training 97

Training Survey Measurement How To 97

CSM Magazine

APRIL 26, 2024

Simplify Data Integration To minimize the time devoted to optimizing LMS reporting efficiency , it is crucial to simplify the process of collecting and integrating data into your system.

Report 52

Report How To Analysis Analytics 52

AWS Machine Learning

APRIL 29, 2024

Dataset collection We followed the methodology outlined in the PMC-Llama paper [6] to assemble our dataset, which includes PubMed papers sourced from the Semantic Scholar API and various medical texts cited within the paper, culminating in a comprehensive collection of 88 billion tokens. Shamane Siri Ph.D.

Training 91

Training Case Study Comparison Innovation 91

NobelBiz

APRIL 23, 2024

The debt collection industry is undergoing a major shift. Traditional collection methods, such as persistent phone calls and letters, are making way for more nuanced, technology-driven, and customer-oriented strategies. Table of Contents What is a Debt Collection Agency and How does it Work? In the U.S.,

Omni-Channel 59

Omni-Channel Contact Center Customer Centricity Technology 59

AWS Machine Learning

FEBRUARY 7, 2024

Deploy the API to make predictions. Collect the historical fraud data to be used to train the fraud detector model, with the following requirements: Data must be in CSV format and have headers. Deploy the model. Create a detector. Add rules to interpret model scores. Choose Next. After you have created all three rules, choose Next.

Training 107

Training Examples Data Financial 107

Comm100

SEPTEMBER 23, 2021

You can make your customers feel special through controlled APIs, customer segmentation, and user metrics mapping. Digitalization enables you to collect consumer data for new insights into the buying habits of your customers and their preferences. Personalize Customer Experience. Data Transparency.

Omni-Channel 198

Omni-Channel Customer Service Chatbots Customers 198

AWS Machine Learning

APRIL 17, 2023

You should have processes in place as more data is collected to correctly label these events and retrain the models, ultimately leading to an optimal model performance. To update the event label call the update_event_label API: import boto3 def update_event_label(event, context): fraudDetector = boto3.client('frauddetector')

Training 72

Training Financial System Government 72

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.

Chatbots 77

Chatbots Data Training How To 77

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 following screenshot shows a collection of entities identified in the input text.

Insurance 76

Insurance Analytics Industry e-support 76

Feedbackly

NOVEMBER 3, 2022

We aim to make the process of feedback collection and management easy and effective. A two-way SMS is one of the new trendy methods for collecting feedback. It is a useful feedback collection method that improves the engagement between the customer and the brand. What’s a two-way SMS survey?

Survey 52

Survey Feedback Social Media NPS 52

AWS Machine Learning

DECEMBER 1, 2022

Although farmers have traditionally collected data manually from their operations by recording equipment and yield data or taking notes of field observations, builders of agronomic data platforms on AWS help farmers work with their trusted agronomic advisors use that data at scale.

Data 74

Data Training Effort Score Analytics 74

SurveySparrow

APRIL 21, 2024

Businesses looking to understand the market and their customers Feedback collection & analysis Starts at $19/month Available Available Zapier 4.5 User Review : “ SurveySparrow provided us with tools to effortlessly collect feedback and analyze it. month Available Available Bubble 4.4 month Not Available Available Xano 4.8

Tools 52

Tools Ecommerce Survey Analysis 52

Totango

APRIL 26, 2021

More details are ‍ here ‍ Collection Criteria Segmentation. Campaigns, SuccessPlays, Account, and User segments with more than one collection criteria now returns accurate results when all the collection criteria match the same collection record. You can also enable a walkthrough script with a script UR L.

NPS 62

NPS Customer Retention Customer Success System 62

AWS Machine Learning

DECEMBER 29, 2022

Users can also interact with data with ODBC, JDBC, or the Amazon Redshift Data API. If you’d like to use the traditional SageMaker Studio experience with Amazon Redshift, refer to Using the Amazon Redshift Data API to interact from an Amazon SageMaker Jupyter notebook. discover <- collect(discover_tbl) summary(discover).

Connections 104

Connections Analysis Resources Analytics 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.

Policies 83

Policies Data Resources System 83

AWS Machine Learning

JUNE 15, 2023

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. In this post, we present a solution that D2L.ai

Policies 74

Policies Training Data Examples 74

AWS Machine Learning

JULY 20, 2022

Managed AI services such as Amazon Rekognition , Amazon Transcribe , Amazon Comprehend , and Amazon Textract make these ML techniques accessible using API calls. Amazon Comprehend performs topic modeling to extract common themes from the collection of articles. The Amazon Rekognition object label API detects labels in images.

Advertising 80

Advertising Automotive Industry How To 80

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. JumpStart allows you to train, tune, and deploy models either from the JumpStart console using its UI or with its API. Solution overview.

Exercises 79

Exercises Comparison Training Conference 79

AWS Machine Learning

JANUARY 6, 2023

TR has a wealth of data that could be used for personalization that has been collected from customer interactions and stored within a centralized data warehouse. Interactions between the users and the content is collected in the form of clickstream data, which is generated as the customer clicks on the content. ML training pipeline.

Training 66

Training System Interaction Data 66