AWS Machine Learning

SEPTEMBER 17, 2024

Amazon Lookout for Equipment , the AWS machine learning (ML) service designed for industrial equipment predictive maintenance, will no longer be open to new customers effective October 17, 2024. Alternatives to Lookout for Equipment If you’re interested in an alternative to Lookout for Equipment, AWS has options for both buyers and builders.

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APIs Engineering Consulting Consulting 67

AWS Machine Learning

NOVEMBER 6, 2024

Enter Amazon Bedrock , a fully managed service that provides developers with seamless access to cutting-edge FMs through simple APIs. Solution overview Amazon Bedrock provides a simple and efficient way to use powerful FMs through APIs, without the need for training custom models. If you don’t have one, you can create a new account.

APIs 98

APIs Accountability Best practices Engineering 98

AWS Machine Learning

OCTOBER 29, 2024

A multi-account strategy is essential not only for improving governance but also for enhancing security and control over the resources that support your organization’s business. In this post, we dive into setting up observability in a multi-account environment with Amazon SageMaker.

Government 83

Government Metrics Accountability APIs 83

AWS Machine Learning

NOVEMBER 19, 2024

Learn how they created specialized agents for different tasks like account management, repos, pipeline management, and more to help their developers go faster. First, hear an overview of identity-aware APIs, and then learn how to configure an identity provider as a trusted token issuer.

APIs 79

APIs Enterprise Best practices Government 79

AWS Machine Learning

DECEMBER 4, 2024

In a production environment, you continue to use the existing Amazon Bedrock Inference APIs, such as the InvokeModel or Converse API, and turn on invocation logs that store model input data (prompts) and model output data (responses). The student model is then fine-tuned using the prompt-response pairs generated by the teacher model.

APIs 101

APIs Metrics Healthcare Chatbots 101

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 82

Real estate Finance APIs Construction 82

AWS Machine Learning

JULY 11, 2024

The workflow invokes the Amazon Bedrock CreateModelCustomizationJob API synchronously to fine tune the base model with the training data from the S3 bucket and the passed-in hyperparameters. Prerequisites Create an AWS account if you do not already have one. A notification email is sent with the outcome. to create the container image.

APIs 110

APIs Accountability Enterprise Best practices 110

AWS Machine Learning

NOVEMBER 15, 2024

An alternative approach to routing is to use the native tool use capability (also known as function calling) available within the Bedrock Converse API. In this scenario, each category or data source would be defined as a ‘tool’ within the API, enabling the model to select and use these tools as needed. Put your the code in tags. -

APIs 104

APIs Engineering Chatbots Construction 104

AWS Machine Learning

DECEMBER 11, 2024

Introducing Field Advisor In April 2024, we launched our AI sales assistant, which we call Field Advisor, making it available to AWS employees in the Sales, Marketing, and Global Services organization, powered by Amazon Q Business.

Sales 82

Sales Accountability APIs CRM 82

AWS Machine Learning

AUGUST 26, 2024

Our field organization includes customer-facing teams (account managers, solutions architects, specialists) and internal support functions (sales operations). Personalized content will be generated at every step, and collaboration within account teams will be seamless with a complete, up-to-date view of the customer.

Sales 109

Sales Accountability Feedback Metrics 109

AWS Machine Learning

OCTOBER 2, 2024

In addition, they use the developer-provided instruction to create an orchestration plan and then carry out the plan by invoking company APIs and accessing knowledge bases using Retrieval Augmented Generation (RAG) to provide an answer to the user’s request. None What is the balance for the account 1234?

Best practices 86

Best practices APIs Metrics Accountability 86

AWS Machine Learning

APRIL 30, 2024

As of April 30, 2024 Amazon Q Business is generally available. The sample use case in this post uses an IAM Identity Center account instance with its identity source configured as Okta, which is used as the IdP. There are two types of IAM Identity Center instances: an organization instance and an account instance.

Enterprise 111

Enterprise Accountability APIs Management 111

AWS Machine Learning

JULY 25, 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 single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

APIs 115

APIs Engineering Best practices Virtual Agent 115

AWS Machine Learning

SEPTEMBER 12, 2024

medium instance to demonstrate deploying the model as an API endpoint using an SDK through SageMaker JumpStart. Prerequisites To implement this solution, you need the following: An AWS account with privileges to create AWS Identity and Access Management (IAM) roles and policies. The notebook is powered by an ml.t3.medium

APIs 115

APIs Benchmark Enterprise Construction 115

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 128

APIs Scripts Finance Real estate 128

Balto

AUGUST 23, 2024

Here’s the good news: in 2024, we have a wide array of capable call center quality assurance software solutions that can streamline QA processes, automate manual tasks, and deliver insightful reports to support decision-making. The post Top 5 Call Center Quality Assurance Software for 2024 appeared first on Balto.

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Call Center Coaching Surveys CRM 52

AWS Machine Learning

NOVEMBER 21, 2024

Add team members using their email addresses—they will receive instructions to set up their accounts. Programmatic setup Alternatively, you can create your labeling job programmatically using the CreateLabelingJob API. On the SageMaker console, choose Labeling workforces.

APIs 75

APIs Feedback Telecommunications Management 75

AWS Machine Learning

MAY 17, 2024

Compliance frameworks like General Data Protection Regulation (GDPR) and California Consumer Privacy Act (CCPA), Health Insurance Portability and Accountability Act (HIPAA), and Payment Card Industry Data Security Standard (PCI DSS) are supported to make sure data handling, storing, and process meet stringent security standards.

APIs 111

APIs Benchmark Personalization Enterprise 111

AWS Machine Learning

DECEMBER 3, 2024

On December 3, 2024, Amazon Q Business announced the launch of its integration with QuickSight, allowing you to quickly connect your structured sources to your Amazon Q Business applications, creating a unified conversational experience for your end-users. Choose Create QuickSight account.

Accountability 75

Accountability Enterprise APIs Engineering 75

AWS Machine Learning

DECEMBER 13, 2024

In early 2024, Amazon launched a major push to harness the power of Twitch for advertisers globally. 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.

Sales 78

Sales Advertising Engineering APIs 78

AWS Machine Learning

APRIL 22, 2024

Figure 1: Examples of generative AI for sustainability use cases across the value chain According to KPMG’s 2024 ESG Organization Survey , investment in ESG capabilities is another top priority for executives as organizations face increasing regulatory pressure to disclose information about ESG impacts, risks, and opportunities.

Best practices 119

Best practices Benchmark Transportation Engineering 119

AWS Machine Learning

DECEMBER 5, 2024

Create a SageMaker training plan using the AWS CLI Complete the following steps to create a training plan using the AWS CLI: Start by calling the API, passing your capacity requirements as input parameters, to search for all matching training plan offerings. You can start using your plan once it transitions to the Active state.

APIs 80

APIs Engineering Scripts Wait times 80

AWS Machine Learning

NOVEMBER 22, 2023

Join Shaown Nandi, AWS Director of Technology for Industries and Strategic Accounts, and industry leaders to hear how generative AI is accelerating content creation and helping organizations reimagine customer experiences. You can also get behind the wheel yourself on November 30, when the track opens for the 2024 Open Racing.

Engineering 118

Engineering Best practices APIs Government 118

AWS Machine Learning

MAY 2, 2024

We published a follow-up post on January 31, 2024, and provided code examples using AWS SDKs and LangChain, showcasing a Streamlit semantic search app. You can use the model through either the Amazon Bedrock REST API or the AWS SDK. V1): 1,030 * ($0.1 – $0.02) = $82.4

Benchmark 112

Benchmark Metrics Enterprise APIs 112

AWS Machine Learning

NOVEMBER 10, 2022

According to Gartner , by the end of 2024, 75% of enterprises will shift from piloting to operationalizing AI. Prodege worked with the AWS account team to first identify the business use case of being able to efficiently process receipts in an automated way so that their business was only issuing rebates to valid receipts.

Accountability 68

Accountability APIs Enterprise Marketing 68

AWS Machine Learning

MARCH 15, 2024

Policies and regulations like General Data Protection Regulation (GDPR), Health Insurance Portability and Accountability Act (HIPPA), and California Consumer Privacy Act (CCPA) put guardrails on sharing data from the medical domain, especially patient data.

Healthcare 108

Healthcare Government Best practices Engineering 108

AWS Machine Learning

NOVEMBER 16, 2023

These capabilities are essential for demonstrating compliance with regulatory standards and ensuring transparency and accountability in AI/ML workflows. Users from several business units were trained and onboarded to the platform, and that number is expected to grow in 2024.

Healthcare 98

Healthcare Government Engineering APIs 98

AWS Machine Learning

DECEMBER 16, 2022

Gartner predicts that by 2024, 60 percent of the data used for the development of ML and analytics solutions will be synthetically generated and that the use of synthetic data will continue to increase substantially. Prerequisites: You must have an AWS account to run SageMaker. Set up the development environment.

Enterprise 71

Enterprise APIs Analytics Accountability 71

AWS Machine Learning

DECEMBER 13, 2024

trillion in assets across thousands of accounts worldwide. As of September 2024, the AI solution supports three core applications: Clearwater Intelligent Console (CWIC) Clearwaters customer-facing AI application. Crystal shares CWICs core functionalities but benefits from broader data sources and API access.

Analytics 65

Analytics Management Accountability Engineering 65

AWS Machine Learning

NOVEMBER 22, 2024

This post and the subsequent code implementation were inspired by one of the International Conference on Machine Learning (ICML) 2024 best papers on LLM debates Debating with More Persuasive LLMs Leads to More Truthful Answers. It uses a different dataset, TofuEval. Clone the GitHub repository and follow the steps explained in the README.

Consulting 84

Consulting Consulting APIs Calibration 84

JivoChat

APRIL 23, 2023

Chatbot Statistics Check out some statistics that show chatbot relevance in the digital world: The chatbot global market is expected to reach $944million by 2024 ( Click Z Chatbots are expected to save 2.5 Improve Customer Experience Customer experience is a factor that people take into account when deciding to make a purchase or not.

Chatbots 75

Chatbots B2C Self service B2B 75

AWS Machine Learning

SEPTEMBER 11, 2024

In terms of resulting speedups, the approximate order is programming hardware, then programming against PBA APIs, then programming in an unmanaged language such as C++, then a managed language such as Python. In March 2024, AWS announced it will offer the new NVIDIA Blackwell platform, featuring the new GB200 Grace Blackwell chip.

Benchmark 85

Benchmark Banking Analytics Big data 85

JivoChat

APRIL 13, 2021

Chatbots will drive $142 billion in consumer spending by 2024 — a meteoric surge from $2.8 You can also create variations to account for different nuances in customers’ questions. You can even build custom automated support solutions with an API. billion in 2019. Configure a chatbot.

Customer Service 40

Customer Service Chatbots Self service Abandon rate 40

AWS Machine Learning

APRIL 29, 2024

In 2024, however, organizations are using large language models (LLMs), which require relatively little focus on NLP, shifting research and development from modeling to the infrastructure needed to support LLM workflows. This often means the method of using a third-party LLM API won’t do for security, control, and scale reasons.

APIs 108

APIs Engineering Scripts Management 108

AWS Machine Learning

SEPTEMBER 24, 2024

You can deploy the solution in your own AWS account and try the example solution. Prerequisites You need to have an AWS account and an AWS Identity and Access Management (IAM) role and user with permissions to create and manage the necessary resources and components for this application.

Contact Center 86

Contact Center Analytics Accountability Self service 86

AWS Machine Learning

JULY 9, 2024

Sonnet is currently ranked number one (as of July 2024), demonstrating Anthropic’s strengths in the business and finance domain. thousand) Given Context: The Company’s top ten clients accounted for 42.2%, 44.2% Anthropic Claude 3.5 of its consolidated revenues during the years ended December 31, 2019, 2018 and 2017, respectively.

Finance 114

Finance Benchmark industry standards Accountability 114

AWS Machine Learning

JUNE 18, 2024

In the following GitHub repo , we provide a guided example that you can follow to deploy this solution in your own account. Guardrail objectives At the core of the architecture is Amazon Bedrock serving foundation models (FMs) with an API interface; the FM powers the conversational capabilities of the virtual agent.

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Engineering Virtual Agent Finance Government 111