AWS Machine Learning

OCTOBER 14, 2024

For example, retailers can use this system to more effectively sell their products (for example, HDMI_adaptor.jpeg, “How can I connect this adapter to my smart TV?”). Equipment manufacturers can build applications that allow them to work more effectively (for example, broken_machinery.png, “What type of piping do I need to fix this?”).

Chatbots 133

Chatbots APIs Engineering Healthcare 133

AWS Machine Learning

NOVEMBER 19, 2024

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon Web Services available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case.

APIs 118

APIs Management Engineering Enterprise 118

CSM Magazine

APRIL 29, 2024

In this article, we’ll explore five key capabilities of BI that empower businesses to monitor social media conversations, analyze sentiment, conduct competitor analysis, create customized dashboards and reports, and integrate social media data with other sources for comprehensive analytics.

Analytics 52

Analytics Metrics CRM Benchmark 52

AWS Machine Learning

SEPTEMBER 12, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a unified API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Healthcare 135

Healthcare APIs Accountability Enterprise 135

AWS Machine Learning

NOVEMBER 18, 2024

Amazon Bedrock is a fully managed service that provides a single API to access and use various high-performing foundation models (FMs) from leading AI companies. The vectors can be stored and searched in OpenSearch Serverless using PUT and GET APIs.

Benchmark 121

Benchmark APIs Engineering Analytics 121

AWS Machine Learning

MAY 30, 2024

The frontend UI interacts with the extract microservice through a RESTful interface provided by Amazon API Gateway. It offers details of the extracted video information and includes a lightweight analytics UI for dynamic LLM analysis. The following screenshots show some examples.

Advertising 136

Advertising APIs Education Analytics 136

CCNG

MAY 30, 2024

Forecasting Core Features The Ability to Consume Historical Data Whether it’s from a copy/paste of a spreadsheet or an API connection, your WFM platform must have the ability to consume historical data. If your platform produces amazing forecasts but no aligned schedules, then you likely have a data analytics platform and not a WFM platform.

Abandon rate 195

Abandon rate CCNG Average Handle Time Contact Center 195

AWS Machine Learning

NOVEMBER 14, 2024

A tag value (for example, Production ) is also case sensitive, like the keys. For example, tagging resources with their environment allows automating tasks like stopping non-production instances after hours. For example, tags like environment or owner help identify technical attributes. Tag keys and values are case sensitive.

Government 118

Government Best practices Accountability APIs 118

Help Scout

SEPTEMBER 2, 2021

In our examples below, we’ve chosen to use a SaaS (software as a service) product that helps users build and design websites. An example: At ABC Website Company, we help companies and individuals build beautiful, impactful websites that their customers love. Working with users who want to design sites using our API.

Technical Support 103

Technical Support Engineering APIs Education 103

AWS Machine Learning

NOVEMBER 17, 2023

The structured prompts include a sequence of question-thought-action-observation examples. The action is an API that the model can invoke from an allowed set of APIs. Action groups are mapped to an AWS Lambda function and related API schema to perform API calls. The following diagram depicts the agent structure.

APIs 128

APIs Customer Service Construction Analytics 128

AWS Machine Learning

AUGUST 13, 2024

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case. Lastly, the Lambda function stores the question list in Amazon S3.

Healthcare 136

Healthcare APIs Consulting Consulting 136

AWS Machine Learning

MARCH 8, 2023

In this post, you will learn how Marubeni is optimizing market decisions by using the broad set of AWS analytics and ML services, to build a robust and cost-effective Power Bid Optimization solution. This example represents our willingness to bid 1.65 This example represents our willingness to bid 1.65

Marketing 105

Marketing Analytics APIs Engineering 105

AWS Machine Learning

MARCH 1, 2024

For example, consider the following query: What is the cost of the book " " on ? For example, if you have want to build a chatbot for an ecommerce website to handle customer queries such as the return policy or details of the product, using hybrid search will be most suitable.

APIs 141

APIs Finance Chatbots Enterprise 141

AWS Machine Learning

OCTOBER 2, 2024

It’s a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like Anthropic, Cohere, Meta, Mistral AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Government 136

Government APIs Enterprise Best practices 136

AWS Machine Learning

NOVEMBER 10, 2023

Addressing privacy Amazon Comprehend already addresses privacy through its existing PII detection and redaction abilities via the DetectPIIEntities and ContainsPIIEntities APIs. Note that DetectToxicContent is a new API, whereas ClassifyDocument is an existing API that now supports prompt safety classification.

APIs 135

APIs Chatbots Analytics Personalization 135

AWS Machine Learning

FEBRUARY 29, 2024

At Deutsche Bahn, a dedicated AI platform team manages and operates the SageMaker Studio platform, and multiple data analytics teams within the organization use the platform to develop, train, and run various analytics and ML activities.

APIs 136

APIs Construction Transportation Analytics 136

AWS Machine Learning

OCTOBER 24, 2024

Example code The following code example is a Python script that can be used as an AWS Lambda function or as part of your processing pipeline. results = model.track(frame_bgr, persist=True, conf=conf, iou=iou, show=False, tracker="bytetrack.yaml") # change detection results to Person pathing API output formats.

Scripts 122

Scripts APIs Analytics Personalization 122

AWS Machine Learning

NOVEMBER 19, 2024

These sessions, featuring Amazon Q Business , Amazon Q Developer , Amazon Q in QuickSight , and Amazon Q Connect , span the AI/ML, DevOps and Developer Productivity, Analytics, and Business Applications topics.

APIs 120

APIs Enterprise Best practices Government 120

AWS Machine Learning

OCTOBER 2, 2024

For example, an AI assistant for employee onboarding could use what it knows about an employee’s work location, department, or job title to provide information that is more relevant to the employee. If the Amazon Q Business application is configured with IAM Identity Center, the AssumeRole API is called passing the IAM Identity Center token.

Personalization 131

Personalization APIs Enterprise Entertainment 131

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. Business intelligence (BI) and analytics.

Analytics 98

Analytics Engineering Metrics APIs 98

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 136

Real estate APIs Metrics Construction 136

AWS Machine Learning

MARCH 10, 2023

Example use cases for this could be payment processing or high-volume account creation. The source of the data could be a system that generates these transactions—for example, ecommerce or banking. Call the Amazon Fraud Detector API using the GetEventPrediction action. An example use case is claims processing.

APIs 144

APIs Banking Accountability Analytics 144

AWS Machine Learning

DECEMBER 6, 2023

Another driver behind RAG’s popularity is its ease of implementation and the existence of mature vector search solutions, such as those offered by Amazon Kendra (see Amazon Kendra launches Retrieval API ) and Amazon OpenSearch Service (see k-Nearest Neighbor (k-NN) search in Amazon OpenSearch Service ), among others.

Analytics 134

Analytics APIs Engineering Construction 134

Pointillist

JULY 25, 2018

Companies are increasingly benefiting from customer journey analytics across marketing and customer experience, as the results are real, immediate and have a lasting effect. Learning how to choose the best customer journey analytics platform is just the start. Steps to Implement Customer Journey Analytics. By Swati Sahai.

Analytics 93

Analytics Government Metrics APIs 93

NobelBiz

NOVEMBER 12, 2024

These may include advanced call analytics, CRM integrations, and call monitoring. Below are some examples from popular providers to give you a sense of the typical costs. Includes unlimited inbound calls (toll-free excluded), integrations, API, and smart queuing. Professional : $50/user/month, billed annually (3-user minimum).

voip 52

voip Contact Center CRM Analytics 52

AWS Machine Learning

OCTOBER 29, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies such as AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Best practices 124

Best practices Feedback Metrics APIs 124

AWS Machine Learning

AUGUST 22, 2024

For example, [link]. On the API tokens page, choose Create API token. Figure 7: Confluence API token creation In the Create an API token dialog box, for Label , add a name for your API token. You can’t retrieve the API token after you close the dialog box. For example, [link]. Choose Create.

APIs 129

APIs Enterprise Accountability Management 129

AWS Machine Learning

AUGUST 21, 2024

This fully managed feature allows organizations to submit batch jobs through a CreateModelInvocationJob API or on the Amazon Bedrock console, simplifying large-scale data processing tasks. In this post, we demonstrate the capabilities of batch inference using call center transcript summarization as an example.

Call Center 126

Call Center APIs Engineering Accountability 126

AWS Machine Learning

SEPTEMBER 25, 2023

In the architecture shown in the following diagram, users input text in the React -based web app, which triggers Amazon API Gateway , which in turn invokes an AWS Lambda function depending on the bias in the user text. Additionally, it highlights the specific parts of your input text related to each category of bias.

APIs 133

APIs Automotive Education Engineering 133

AWS Machine Learning

NOVEMBER 1, 2024

As part of this post, we first introduce general best practices for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock, and then present specific examples with the TAT- QA dataset (Tabular And Textual dataset for Question Answering). This comparison can help you understand when and how to apply these different techniques effectively.

Best practices 103

Best practices APIs Finance Metrics 103

AWS Machine Learning

JULY 10, 2024

For example, the following table shows example validation losses for each epoch during a training process. Before you start a fine-tuning job, create an S3 bucket in the same Region as your Amazon Bedrock service (for example, us-west-2), as mentioned in the prerequisites. Epoch Validation Loss 1 0.9

APIs 136

APIs Airlines Metrics Engineering 136

AWS Machine Learning

MARCH 1, 2024

Machine learning (ML) technologies continually improve and power the contact center customer experience by providing solutions for capabilities like self-service bots, live call analytics, and post-call analytics. For Event Source Suffix , enter a suffix (for example, genesys-eb-poc-demo ). Save your configuration. Choose Save.

Chatbots 135

Chatbots APIs Self service Contact Center 135

AWS Machine Learning

MAY 7, 2024

Founded in 2014, Veritone empowers people with AI-powered software and solutions for various applications, including media processing, analytics, advertising, and more. Amazon Transcribe The transcription for the entire video is generated using the StartTranscriptionJob API. The following diagram illustrates the solution architecture.

APIs 140

APIs Advertising Entertainment Metrics 140

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 110

APIs Best practices Banking Enterprise 110

AWS Machine Learning

NOVEMBER 13, 2024

Because SageMaker Model Cards and SageMaker Model Registry were built on separate APIs, it was challenging to associate the model information and gain a comprehensive view of the model development lifecycle. Set up and invoke your use case approval workflow for building the ML model (for example, fraud detection) for the use case.

Government 124

Government Engineering Metrics APIs 124

AWS Machine Learning

MAY 15, 2024

With that goal, Amazon Ads has used artificial intelligence (AI), applied science, and analytics to help its customers drive desired business outcomes for nearly two decades. For example, an advertiser might have static images of their product against a white background. The Amazon API Gateway receives the PUT request (step 1).

Advertising 137

Advertising APIs Engineering Benchmark 137

AWS Machine Learning

NOVEMBER 24, 2023

The power of Amazon Bedrock: AI-generated product descriptions Amazon Bedrock is a fully managed service that simplifies generative AI development, offering high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API.

APIs 128

APIs Technology Healthcare Sales 128