AWS Machine Learning

JUNE 13, 2023

The combination of large language models (LLMs), including the ease of integration that Amazon Bedrock offers, and a scalable, domain-oriented data infrastructure positions this as an intelligent method of tapping into the abundant information held in various analytics databases and data lakes.

APIs 99

APIs Finance Engineering Analytics 99

AWS Machine Learning

SEPTEMBER 25, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, like Meta, through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI. Configure Llama 3.2 b64encode(image_bytes).decode('utf-8')

Real estate 100

Real estate Finance APIs Construction 100

AWS Machine Learning

AUGUST 26, 2022

In the final phase of the process, the extracted and validated data is sent to downstream systems for further storage, processing, or data analytics. The following is a high-level overview of the steps involved: Extract UTF-8 encoded plain text from image or PDF files using the Amazon Textract DetectDocumentText API.

APIs 117

APIs Banking Accountability industry standards 117

AWS Machine Learning

JULY 10, 2024

Run the fine-tuning job using the Amazon Bedrock API Make sure to request access to the preview of Anthropic Claude 3 Haiku fine-tuning in Amazon Bedrock, as discussed in the prerequisites. Prerequisites To use this feature, make sure you have satisfied the following requirements: An active AWS account.

APIs 136

APIs Airlines Metrics Engineering 136

JustCall

JANUARY 5, 2023

Speech analytics software analyses live or recorded calls and interpret emotional indicators. Speech analytics software uses artificial intelligence to analyze spoken language similar to voice recognition software. What is Speech analytics? Significance of Speech Analytics. Some Best Speech Analytics Software.

Analytics 52

Analytics Coaching Call Center APIs 52

AWS Machine Learning

NOVEMBER 14, 2024

AWS Lake Formation – AWS Lake Formation helps manage data lakes and integrate them with other AWS analytics services. Reactive governance is for finding resources that lack proper tags using tools such as the AWS Resource Groups tagging API, AWS Config rules, and custom scripts.

Government 116

Government Best practices Accountability APIs 116

Lumoa

FEBRUARY 15, 2021

Essentially, an integration makes it possible to connect different tools, APIs, or systems to build more value out of your data. For example, Lumoa has very clear open APIs and you can easily integrate into any modern platform. These platforms usually have a rich set of APIs, so it is very easy to integrate them into Lumoa.

Customer Experience 88

Customer Experience APIs CRM Feedback 88

Natalie Petouhof

APRIL 7, 2016

Foundational things like: APIs that matter, are easy to integrate and are standards-based. A place where they can easily test their concepts, have robust test data analytics and get instant access to prove their ideas. It isn’t just about APIs, SDKs or toolkits. It’s about working together to solve problems.

APIs 40

APIs Finance Banking Engineering 40

AWS Machine Learning

JUNE 26, 2024

These managed agents act as intelligent orchestrators, coordinating interactions between foundation models, API integrations, user questions and instructions, and knowledge sources loaded with your proprietary data. An agent uses action groups to carry out actions, such as making an API call to another tool.

APIs 134

APIs Engineering Marketing Enterprise 134

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 97

APIs Engineering Analytics Scripts 97

AWS Machine Learning

OCTOBER 6, 2022

To classify and extract information needed to validate information in accordance with a set of configurable funding rules, Informed uses a series of proprietary rules and heuristics, text-based neural networks, and image-based deep neural networks, including Amazon Textract OCR via the DetectDocumentText API and other statistical models.

APIs 93

APIs Banking SaaS Engineering 93

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 59

Analytics Management Accountability Engineering 59

AWS Machine Learning

JANUARY 22, 2024

If there are between 15–31 queries and the number of pages is between 2–3,001, then Amazon Textract asynchronous processing is the only option, because synchronous APIs only support up to 15 queries and one-page documents. He is passionate about technology and enjoys building and experimenting in the analytics and AI/ML space.

Finance 133

Finance Enterprise APIs Healthcare 133

AWS Machine Learning

AUGUST 15, 2022

Organizations across industries such as healthcare, finance and lending, legal, retail, and manufacturing often have to deal with a lot of documents in their day-to-day business processes. To extract the raw text information for all the documents in Amazon S3, we use the Amazon Textract detect_document_text() API. Extraction phase.

APIs 92

APIs Banking Finance Analytics 92

AWS Machine Learning

NOVEMBER 26, 2024

Better data analytics and insights – AI can analyze large volumes of financial data more efficiently than humans. Similar Prompt 2 : Discuss the possible effects of artificial intelligence and blockchain advancements on the global finance landscape over the coming decades.

Healthcare 131

Healthcare Chatbots Automotive Engineering 131

Help Scout

MAY 12, 2021

Your finance team, who may be involved with larger account billing. Find an ally in your finance or business analysis team who can help you understand the numbers that drive your business. Develop analytical reading skills. Effective customer service teams can read analytically, uncovering information beyond the surface level.

Customer retention 117

Customer retention Finance Analytics Customer effort 117

AWS Machine Learning

DECEMBER 18, 2023

Industries such as Finance, Retail, Supply Chain Management, and Logistics face the risk of missed opportunities, increased costs, inefficient resource allocation, and the inability to meet customer expectations. With efficient querying, aggregation, and analytics, businesses can extract valuable insights from time-stamped data.

Finance 131

Finance APIs Analytics Scripts 131

aircall

JULY 26, 2018

Kustomer’s commitment to empowering businesses and customers has recently been acknowledged by way of $26 million in Series B financing, bringing total funding to $38.5 “Creating an integration with Aircall was very easy—their API was well-documented, and Aircall’s tech team was on-hand with any support we needed.”

Finance 83

Finance APIs Analytics Call Center 83

AWS Machine Learning

AUGUST 30, 2023

To help you get started, we’ve also released a set of sample one-click deployable Lambda functions ( plugins ) to integrate QnABot with your choice of leading LLM providers, including our own Amazon Bedrock service and APIs from third-party providers, Anthropic and AI21. We expect to add more sample plugins over time.

Self service 135

Self service APIs Transportation Contact Center 135

AWS Machine Learning

DECEMBER 13, 2024

It evaluates each user query to determine the appropriate course of action, whether refusing to answer off-topic queries, tapping into the LLM, or invoking APIs and data sources such as the vector database. For instance, if the question is related to audience forecasting, the agent will invoke Amazon internal Audience Forecasting API.

Sales 83

Sales Advertising Engineering APIs 83

AWS Machine Learning

NOVEMBER 1, 2024

Tools and APIs – For example, when you need to teach Anthropic’s Claude 3 Haiku how to use your APIs well. Based on our hyperparameter tuning experiments across different use cases, the API allows a range of 4–256, with a default of 32. We focus on the task of answering questions about the table.

Best practices 101

Best practices APIs Finance Metrics 101

AWS Machine Learning

MARCH 14, 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 via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Engineering 134

Engineering APIs Technology Finance 134

AWS Machine Learning

SEPTEMBER 19, 2023

The key components of the technical architecture are as follows: Data storage and analytics – The quarterly financial earning recordings as audio files, financial annual reports as PDF files, and S&P stock data as CSV files are hosted on Amazon Simple Storage Service (Amazon S3). Data exploration on stock data is done using Athena.

Marketing 134

Marketing APIs Engineering Analytics 134

AWS Machine Learning

FEBRUARY 14, 2024

Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API. He specializes in Amazon Redshift and helps customers build scalable analytic solutions.

Engineering 141

Engineering Chatbots Accountability Enterprise 141

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 135

Engineering Scripts Metrics APIs 135

AWS Machine Learning

SEPTEMBER 6, 2023

Perform intelligent search with Amazon Kendra Before you try searching on the Amazon Kendra console or using the API, make sure that the data source sync is complete. She has over 20 years of IT experience in software development, analytics, and architecture across multiple domains such as finance, manufacturing, and telecom.

Management 131

Management Enterprise Analytics Finance 131

ConvergeOne

FEBRUARY 16, 2021

Finance and Marketing functions are housed here and are located on different floors. Video analytics and monitoring would be highly beneficial for security purposes. The Meraki solution has an open and easily consumed API that allows you, the customer, to develop solutions as you see fit. How can I customize the solution?

Wireless 77

Wireless Finance APIs Engineering 77

AWS Machine Learning

APRIL 8, 2024

You can enable your desired strategy ( shard-over-heads , for example) with the following code: option.group_query_attention=shard-over-heads Additionally, the new implementation of NeuronX DLC introduces a cache API for TransformerNeuronX that enables access to the KV cache. Qing Lan is a Software Development Engineer in AWS.

Engineering 122

Engineering Calibration APIs Enterprise 122

AWS Machine Learning

SEPTEMBER 11, 2024

The financial services industry (FSI) is no exception to this, and is a well-established producer and consumer of data and analytics. This mostly non-technical post is written for FSI business leader personas such as the chief data officer, chief analytics officer, chief investment officer, head quant, head of research, and head of risk.

Benchmark 113

Benchmark Banking Analytics Big data 113

AWS Machine Learning

JUNE 25, 2024

This extension provides a robust monitoring solution, offering deeper insights and analytics tailored specifically for Neuron-based applications. He has experience with multiple programming languages, AWS cloud services, AI/ML technologies, product and operations management, pre and early seed start-up ventures, and corporate finance.

Metrics 99

Metrics Best practices Analytics Accountability 99

Nicereply

JANUARY 30, 2023

If you can take a look at these things over time, especially in combination with one another, you can get what is the support equivalent to year-over-year growth —instead of finance, though, it’s what’s been growing and improving (or degrading) in your support team’s performance.

Metrics 98

Metrics Finance APIs Customer Support 98

Pointillist

SEPTEMBER 10, 2020

It’s focused on making the finance or operational users’ life easier by identifying inefficiencies in the process, rather than helping improve the overall customer experience by identifying impediments that block customers from reaching their goals. Process mining is centered on the process, rather than the customer.

Personalization 128

Personalization Interactive Voice Response Enterprise Upselling 128

AWS Machine Learning

NOVEMBER 16, 2023

Additionally, access to Amazon Bedrock , a fully managed API-driven service for generative AI, can be provisioned for individual accounts based on project requirements, and the users can access Amazon Bedrock APIs either via the SageMaker notebook interface or through their preferred IDE.

Healthcare 125

Healthcare Government Engineering APIs 125

AWS Machine Learning

JUNE 24, 2022

This might be a triggering mechanism via Amazon EventBridge , Amazon API Gateway , AWS Lambda functions, or SageMaker Pipelines. In addition to the model endpoint, the CI/CD also tests the triggering infrastructure, such as EventBridge, Lambda functions, or API Gateway. The following diagram shows this updated architecture.

Enterprise 127

Enterprise Engineering Accountability APIs 127

Totango

JUNE 11, 2021

The Totango API provides a full customer 360 view and helps improve your team’s efficiency so you can take your customer success to the next level. . Data warehouses collect data from operational systems as well as a wide range of other data resources, including finance, sales, marketing, customer-facing applications and much more.

Finance 63

Finance APIs Enterprise SaaS 63

AWS Machine Learning

NOVEMBER 26, 2024

We use AWS Fargate to run CPU inferences and other supporting components, usually alongside a comprehensive frontend API. This setup implements a classic architecture consisting of a frontend API and backend application services. This complexity is typically required for an ML organization to provide product-side functionality.

Healthcare 119

Healthcare Engineering APIs Telecommunications 119

AWS Machine Learning

SEPTEMBER 1, 2023

These teams are as follows: Advanced analytics team (data lake and data mesh) – Data engineers are responsible for preparing and ingesting data from multiple sources, building ETL (extract, transform, and load) pipelines to curate and catalog the data, and prepare the necessary historical data for the ML use cases.

Engineering 133

Engineering Accountability Construction APIs 133