AWS Machine Learning

OCTOBER 29, 2024

These insights are stored in a central repository, unlocking the ability for analytics teams to have a single view of interactions and use the data to formulate better sales and support strategies. With Lambda integration, we can create a web API with an endpoint to the Lambda function.

Engineering 110

Engineering APIs Sales Enterprise 110

AWS Machine Learning

MARCH 13, 2024

The system records all audio conversations without immediate analysis. When a report is received, the workflow retrieves the related audio files and initiates the analysis process. For instance, in a social audio chat room, the system could record all conversations and apply analysis.

APIs 134

APIs Engineering Advertising Management 134

AWS Machine Learning

SEPTEMBER 25, 2023

Its auto scaling feature proved crucial during high-traffic periods, ensuring that our app remained responsive and users received a steady and fast bias analysis. Connecting the Flan model to our front-end application required a robust and secure integration, which was achieved using Lambda and API Gateway.

APIs 120

APIs Automotive Education Engineering 120

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 100

Marketing Analytics APIs Engineering 100

AWS Machine Learning

JULY 18, 2024

streamlined the analysis of over 70,000 vulnerabilities, automating a process that would have been nearly impossible to accomplish manually. We also provide insights into the model selection process, results analysis, conclusions, recommendations, and Mend.io’s future outlook on integrating artificial intelligence (AI) in cybersecurity.

APIs 128

APIs Technology Analytics Benchmark 128

AWS Machine Learning

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. It contains services used to onboard, manage, and operate the environment, for example, to onboard and off-board tenants, users, and models, assign quotas to different tenants, and authentication and authorization microservices.

Enterprise 112

Enterprise APIs Government Accountability 112

AWS Machine Learning

AUGUST 21, 2024

As the volume of call data grows, traditional analysis methods struggle to keep pace, creating a demand for a scalable solution. In the following sections, we provide a detailed, step-by-step guide on implementing these new capabilities, covering everything from data preparation to job submission and output analysis.

Call Center 113

Call Center APIs Engineering Accountability 113

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 135

APIs Advertising Entertainment Metrics 135

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 126

Chatbots APIs Self service Contact Center 126

AWS Machine Learning

SEPTEMBER 19, 2023

Technical challenges with multi-modal data further include the complexity of integrating and modeling different data types, the difficulty of combining data from multiple modalities (text, images, audio, video), and the need for advanced computer science skills and sophisticated analysis tools.

Marketing 132

Marketing APIs Engineering Analytics 132

AWS Machine Learning

DECEMBER 13, 2024

This post was written with Darrel Cherry, Dan Siddall, and Rany ElHousieny of Clearwater Analytics. About Clearwater Analytics Clearwater Analytics (NYSE: CWAN) stands at the forefront of investment management technology. Crystal shares CWICs core functionalities but benefits from broader data sources and API access.

Analytics 93

Analytics Management Accountability Engineering 93

AWS Machine Learning

NOVEMBER 1, 2022

Additionally, we won’t be able to make an informed decision post-analysis of those insights prior to building the ML models. The data flow recipe consists of preprocessing steps along with a bias report, multicollinearity report, and model quality analysis. Overview of solution. DeShazo, Chris Gennings, Juan L. Cios, and John N.

Engineering 98

Engineering APIs Accountability industry solution 98

AWS Machine Learning

APRIL 17, 2024

For example, a supply chain disruption at a key vendor would likely negatively impact downstream manufacturers. Over time, the ingestion of reliable data and integration of more reliable data sources will help build a comprehensive knowledge graph that can support revealing insights through graph queries and analytics.

APIs 132

APIs Construction Management Analytics 132

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 130

Advertising APIs Engineering Benchmark 130

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 116

APIs Technology Healthcare Sales 116

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 112

Best practices Feedback Metrics APIs 112

AWS Machine Learning

JUNE 26, 2024

AI-powered assistants can amplify an analyst’s productivity by searching for relevant information in the customer’s own database as well as online, conducting qualitative and quantitative analysis on structured and unstructured data, enabling analysts to work faster and with greater accuracy.

APIs 134

APIs Engineering Marketing Enterprise 134

AWS Machine Learning

MAY 31, 2024

By bridging the gap between raw genetic data and actionable knowledge, genomic language models hold immense promise for various industries and research areas, including whole-genome analysis , delivered care , pharmaceuticals , and agriculture. Lastly the model is tested against a set of known genome sequences using some inference API calls.

Biotechnology 115

Biotechnology Scripts Healthcare APIs 115

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 127

Real estate APIs Metrics Construction 127

AWS Machine Learning

JUNE 7, 2023

Amazon Textract has a Tables feature within the AnalyzeDocument API that offers the ability to automatically extract tabular structures from any document. Tabular structures in documents such as financial reports, paystubs, and certificate of analysis files are often formatted in a way that enables easy interpretation of information.

APIs 97

APIs Real estate Government Marketing 97

AWS Machine Learning

JUNE 3, 2024

This video data holds immense potential for analysis and monitoring of incidents that may occur in these locations. However,traditional video analysis methods often rely on manual, labor-intensive processes, making it challenging to scale and efficient. Embeddings are a vector representation of your data that capture semantic meaning.

APIs 119

APIs Accountability Entertainment Construction 119

AWS Machine Learning

MARCH 22, 2023

Snowflake is an AWS Partner with multiple AWS accreditations, including AWS competencies in machine learning (ML), retail, and data and analytics. Access and permissions to configure IDP to register Data Wrangler application and set up the authorization server or API. Configure Snowflake. Configure SageMaker Studio.

APIs 98

APIs Engineering Analytics Scripts 98

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 127

Government APIs Enterprise Best practices 127

AWS Machine Learning

JUNE 3, 2024

For Data flow name , enter a name (for example, AssessingMentalHealthFlow ). You can run a Data Quality and Insights Report, which will perform an analysis of the data to determine potential issues to address during data preparation. For Analysis name , enter a name. In the next example, we ask “Show me all unique ages sorted.”

Surveys 123

Surveys Metrics Engineering Analytics 123

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 125

Analytics APIs Engineering Construction 125

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.

APIs 135

APIs Healthcare Scripts Enterprise 135

AWS Machine Learning

JANUARY 31, 2025

However, there are benefits to building an FM-based classifier using an API service such as Amazon Bedrock, such as the speed to develop the system, the ability to switch between models, rapid experimentation for prompt engineering iterations, and the extensibility into other related classification tasks.

Engineering 99

Engineering Enterprise APIs Consulting 99

Balto

JANUARY 14, 2025

In todays customer-first world, monitoring and improving call center performance through analytics is no longer a luxuryits a necessity. Utilizing call center analytics software is crucial for improving operational efficiency and enhancing customer experience. What Are Call Center Analytics?

Call Center 52

Call Center Analytics Average Handle Time Big data 52

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. The drift notification emails will look similar to the examples in Figure 8. It helped enrich the scoring data for better decision making.

Management 131

Management APIs Engineering Government 131

AWS Machine Learning

JULY 17, 2024

Ingesting data for support cases, Trusted Advisor checks, and AWS Health notifications into Amazon Q Business enables interactions through natural language conversations, sentiment analysis, and root cause analysis without needing to fully understand the underlying data models or schemas. For example, Jira, ServiceNow, or Zendesk.

Scripts 124

Scripts APIs Enterprise Accountability 124

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 APIs 52

ProProfs Blog

NOVEMBER 15, 2021

Detailed Reports And Analytics: Typeforms attempts to bridge the gap between what you’re doing and what could be done via detailed reports. The detailed survey analytics reports allow you to see who filled out the forms, when and how they have answered, and more. Advanced reporting and analytics. Survey question examples.

Surveys 148

Surveys Analytics Enterprise Feedback 148

Comm100

OCTOBER 19, 2022

6 Sentiment Analysis. Sentiment analysis is a feature that can identify whether a customer response is positive, negative, or neutral. Sentiment analysis comes in handy when you examine brand monitoring, market research, product analytics, and customer service. 8 Chatbot Analytics. 10 Chatbot API.

Chatbots 98

Chatbots APIs Analytics Upselling 98

AWS Machine Learning

JANUARY 9, 2025

The digital lending solution primarily needs orchestration of a sequence of steps and other features such as natural language understanding, image analysis, real-time credit checks, and notifications. The Lambda function can be integrated with external credit APIs. The following code is an example of the create_loan API.

APIs 116

APIs Banking Enterprise Accountability 116

Lumoa

FEBRUARY 15, 2021

For example, you probably have integrated your CRM with your helpdesk already to get a better view of your customers so you can be even more efficient when solving their issues. Essentially, an integration makes it possible to connect different tools, APIs, or systems to build more value out of your data. What is an Integration?

Customer Experience 88

Customer Experience APIs CRM Feedback 88

AWS Machine Learning

SEPTEMBER 27, 2022

Amazon Textract now has higher service quotas for several asynchronous and synchronous APIs in multiple major AWS Regions. The following table summarizes the before and after default quota numbers for each of these Regions for the respective synchronous and asynchronous APIs. Increased default service quotas for Amazon Textract.

Self service 99

Self service APIs Management Accountability 99

AWS Machine Learning

AUGUST 2, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing FMs from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API. Maintain a measured, objective, and analytical tone throughout the content, avoiding overly conversational or casual language.

Engineering 130

Engineering Scripts Metrics APIs 130