AWS Machine Learning

APRIL 10, 2023

In this post, we present a comprehensive guide on deploying and running inference using the Stable Diffusion inpainting model in two methods: through JumpStart’s user interface (UI) in Amazon SageMaker Studio , and programmatically through JumpStart APIs available in the SageMaker Python SDK.

Scripts 97

Scripts APIs Construction Finance 97

AWS Machine Learning

SEPTEMBER 14, 2023

Amazon API Gateway hosts a REST API with various endpoints to handle user requests that are authenticated using Amazon Cognito. Finally, the response is sent back to the user via a HTTPs request through the Amazon API Gateway REST API integration response. The web application front-end is hosted on AWS Amplify.

APIs 121

APIs Healthcare Scripts Engineering 121

NobelBiz

MAY 11, 2021

Writing a call script is a must for contact centers that want to excel in their prospecting effort. If you write it according to the rules of the game, the script is an observable, cost-effective, and efficient method of attracting and maintaining prospects and clients. What exactly is call scripting? Why do scripts exist?

Scripts 52

Scripts Contact Center Calibration CRM 52

AWS Machine Learning

JANUARY 11, 2023

By using Terraform and a single entry point configurable script, we are able to instantiate the entire infrastructure, in production mode, on AWS in just a few minutes. IaC is the process of provisioning resources programmatically using automated scripts rather than using interactive configuration tools.

Scripts 89

Scripts Finance Enterprise Engineering 89

AWS Machine Learning

AUGUST 11, 2023

For example, a language model that has beed trained to understand human language can be used to classify New Year’s resolutions tweets on multiple classes like career , health , and finance , without the language model being explicitly trained on the text classification task. We specify the script_scope as inference.

Scripts 96

Scripts Finance Construction APIs 96

AWS Machine Learning

MARCH 22, 2023

Access and permissions to configure IDP to register Data Wrangler application and set up the authorization server or API. Configure the IdP To set up your IdP, you must register the Data Wrangler application and set up your authorization server or API. Configure Snowflake. Configure SageMaker Studio.

APIs 97

APIs Engineering Analytics Scripts 97

AWS Machine Learning

NOVEMBER 1, 2023

The TGI framework underpins the model inference layer, providing RESTful APIs for robust integration and effortless accessibility. Supplementing our auditory data processing, the Whisper ASR is also furnished with a RESTful API, enabling streamlined voice-to-text conversions.

APIs 120

APIs Engineering Construction Scripts 120

AWS Machine Learning

AUGUST 21, 2023

You also use a custom inference script to do the predictions within the container. Here, you supply the same model_name used in the create_model API call. The create_endpoint API is synchronous in nature and returns an immediate response with the endpoint status being in the Creating state.

Healthcare 97

Healthcare APIs Scripts Finance 97

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. Solution overview Users persist their transactional time series data in MongoDB Atlas.

Finance 121

Finance APIs Big data Analytics 121

AWS Machine Learning

JULY 14, 2022

We begin by creating an S3 bucket where we store the script for our AWS Glue streaming job. Run the following command in your terminal to create a new bucket: aws s3api create-bucket --bucket sample-script-bucket-$RANDOM --region us-east-1. s3://sample-script-bucket-30232/glue_streaming/app.py. About the authors.

Engineering 96

Engineering Scripts APIs Finance 96

AWS Machine Learning

APRIL 18, 2023

SEC filing dataset SEC filings are critical for regulation and disclosure in finance. We make this possible in a few API calls in the JumpStart Industry SDK. Using the SageMaker API, we downloaded annual reports ( 10-K filings ; see How to Read a 10-K for more information) for a large number of companies.

Finance 89

Finance Scripts APIs Sales 89

AWS Machine Learning

NOVEMBER 21, 2022

Organizations across industries such as retail, banking, finance, healthcare, manufacturing, and lending often have to deal with vast amounts of unstructured text documents coming from various sources, such as news, blogs, product reviews, customer support channels, and social media. Text classification.

Scripts 94

Scripts Metrics APIs Healthcare 94

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, Mistral AI, Stability AI, and Amazon via a single API. This is because such tasks require organization-specific data and workflows that typically need custom programming.

Best practices 133

Best practices Engineering Chatbots Enterprise 133

AWS Machine Learning

APRIL 3, 2023

You can access Amazon Comprehend document analysis capabilities using the Amazon Comprehend console or using the Amazon Comprehend APIs. The CMMS building will be the first of its kind in the country, according to UP Vice President for Administration and Finance Dr. Jose L.

Engineering 99

Engineering APIs Construction Finance 99

AWS Machine Learning

OCTOBER 8, 2024

Throughout this blog post, we will be talking about AutoML to indicate SageMaker Autopilot APIs, as well as Amazon SageMaker Canvas AutoML capabilities. The following diagram depicts the basic AutoMLV2 APIs, all of which are relevant to this post. The diagram shows the workflow for building and deploying models using the AutoMLV2 API.

Metrics 94

Metrics APIs Sales Accountability 94

AWS Machine Learning

JUNE 28, 2022

Time series forecasting is useful in multiple fields, including retail, finance, logistics, and healthcare. JumpStart features aren’t available in SageMaker notebook instances, and you can’t access them through SageMaker APIs or the AWS Command Line Interface (AWS CLI). Launch the solution.

Metrics 97

Metrics Healthcare Transportation Accountability 97

Balto

SEPTEMBER 18, 2023

On top of that, artificial intelligence provides agents with real-time assistance during calls for faster resolutions, automates note-taking, eliminates routine post-call work, and spots compliance and script deviations. Addressing Billing Concerns in Finance Billing problems can be a major headache for your support agents.

Interactive Voice Response 52

Interactive Voice Response Scripts Contact Center Coaching 52

AWS Machine Learning

SEPTEMBER 1, 2023

In this scenario, the generative AI application, designed by the consumer, must interact with the fine-tuner backend via APIs to deliver this functionality to the end-users. Some models may be trained on diverse text datasets like internet data, coding scripts, instructions, or human feedback. 15K available FM reference Step 1.

Engineering 126

Engineering Accountability Construction APIs 126

AWS Machine Learning

APRIL 18, 2023

SEC filing dataset SEC filings are critical for regulation and disclosure in finance. We make this possible in a few API calls in the JumpStart Industry SDK. Using the SageMaker API, we downloaded annual reports ( 10-K filings ; see How to Read a 10-K for more information) for a large number of companies.

Finance 52

Finance Scripts APIs Sales 52

AWS Machine Learning

DECEMBER 13, 2024

Crystal shares CWICs core functionalities but benefits from broader data sources and API access. Previously, it required a data scientist to write over 100 lines of code within an Amazon SageMaker Notebook to identify and retrieve the proper image, set the right training script, and import the right hyperparameters.

Analytics 85

Analytics Management Accountability Engineering 85

JivoChat

APRIL 23, 2023

The chatbot had built-in scripts which enabled it to answer questions about a specific subject. They can help the client to keep track of their finances, set budgets and check credit scores. Or you can connect to another platform via our API. JivoChat Partners: Dahi.ai Chatme Plantt.

Chatbots 75

Chatbots B2C Self service B2B 75

Balto

JANUARY 14, 2025

API Strategies: Use API integration to connect disparate systems, ensuring smooth data flow. Why It Matters For healthcare, home improvement, and finance, the right analytics solution is not just about improving metricsits about reshaping customer experiences, optimizing operations, and driving bottom-line impact. Absolutely.

Call Center 52

Call Center Analytics Average Handle Time Big data 52

Vistio

AUGUST 9, 2021

From a customer point of view, I think huge frustrations, having to deal with typically a bank with the credit card division and then call another number for the customer service division and another number for the checking division, and another number for the vehicle finance or the home loans division.

Contact Center 52

Contact Center Consulting Consulting Call Center 52

AWS Machine Learning

APRIL 11, 2023

SageMaker Processing jobs allow you to specify the private subnets and security groups in your VPC as well as enable network isolation and inter-container traffic encryption using the NetworkConfig.VpcConfig request parameter of the CreateProcessingJob API. We provide examples of this configuration using the SageMaker SDK in the next section.

Calibration 97

Calibration Scripts Best practices Engineering 97

AWS Machine Learning

NOVEMBER 29, 2023

Once in production, ML consumers utilize the model via application-triggered inference through direct invocation or API calls, with feedback loops to model owners for ongoing performance evaluation. name: "llama2-7b-finetuned". client("s3") bucket, object_key = parse_s3_url(data_s3_path) s3.download_file(bucket, html") s3_object = s3.Object(bucket_name=output_bucket,

Benchmark 113

Benchmark Metrics Engineering APIs 113

AWS Machine Learning

OCTOBER 21, 2024

This feature empowers customers to import and use their customized models alongside existing foundation models (FMs) through a single, unified API. Having a unified developer experience when accessing custom models or base models through Amazon Bedrock’s API. Ease of deployment through a fully managed, serverless, service. 2, 3, 3.1,

APIs 142

APIs Scripts Finance Real estate 142

AWS Machine Learning

JANUARY 7, 2025

These managed agents play conductor, orchestrating interactions between FMs, API integrations, user conversations, and knowledge bases loaded with your data. If the user request invokes an action, action groups configured for the agent will invoke different API calls, which produce results that are summarized as the response to the user.

Chatbots 110

Chatbots Management Best practices APIs 110

AWS Machine Learning

OCTOBER 29, 2024

Enterprises in industries like manufacturing, finance, and healthcare are inundated with a constant flow of documents—from financial reports and contracts to patient records and supply chain documents. Historically, processing and extracting insights from these unstructured data sources has been a manual, time-consuming, and error-prone task.

Finance 109

Finance Enterprise Healthcare Scripts 109

AWS Machine Learning

NOVEMBER 14, 2024

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. AWS Resource Groups tagging API – The AWS Resource Groups Tagging API lets you tag or untag resources. You should take action when resources lack necessary tags.

Government 107

Government Best practices Accountability APIs 107

AWS Machine Learning

JANUARY 9, 2025

This approach significantly reduces false positives and enables unparalleled threat detection rates, making it popular among large enterprises and critical infrastructure sectors such as finance, healthcare, and government. The following screenshot is an example with a script file (JavaScript) analysis.

Engineering 113

Engineering Enterprise APIs Scripts 113

AWS Machine Learning

MARCH 31, 2025

This growth is fueled by the increasing demand for intelligent automation and personalized customer experiences across sectors like healthcare, finance, and retail. These tools allow agents to interact with APIs, access databases, execute scripts, analyze data, and even communicate with other external systems.

Enterprise 139

Enterprise Engineering Metrics APIs 139

Comm100

APRIL 9, 2025

They dont just pull answers from a script; they analyze, predict, and adapt. They operate on predefined scripts, keyword matching, and in some cases, basic AI functionality to recognize common questions and respond accordingly. Recognizes keywords and follows scripts. Thats all you can say?!” Yeah, those days are over.

Chatbots 52

Chatbots Scripts Benchmark APIs 52

AWS Machine Learning

JANUARY 28, 2025

He has worked with customers across diverse industries, including software, finance, pharmaceutical, healthcare, IoT, and entertainment and media. Ivan Cui is a Data Science Lead with AWS Professional Services, where he helps customers build and deploy solutions using ML and generative AI on AWS.

Engineering 74

Engineering Enterprise Entertainment Finance 74

JustCall

JANUARY 29, 2024

JustCall is your restaurant with 100+ integrations for any CRM , webhook, or API – while Convoso serves up a mere 14 options. Moreover, you’ll need to justify the bucks you’ll ask your finance team to shell out. With over 100 connections to CRMs, data tools, and APIs, JustCall keeps things simple and helps your team work smoothly.

Sales 52

Sales Abandon rate APIs CRM 52