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 102

Engineering Accountability Construction APIs 102

AWS Machine Learning

JUNE 15, 2023

We demonstrate how to use the AWS Management Console and Amazon Translate public API to deliver automatic machine batch translation, and analyze the translations between two language pairs: English and Chinese, and English and Spanish. In this post, we present a solution that D2L.ai

APIs 74

APIs Benchmark Best practices Engineering 74

AWS Machine Learning

APRIL 24, 2023

In this post, we explore how AWS customer Pro360 used the Amazon Comprehend custom classification API , which enables you to easily build custom text classification models using your business-specific labels without requiring you to learn machine learning (ML), to improve customer experience and reduce operational costs.

APIs 62

APIs Customer Experience Feedback Chatbots 62

AWS Machine Learning

JANUARY 26, 2024

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

Best practices 121

Best practices Government Engineering Accountability 121

AWS Machine Learning

NOVEMBER 16, 2023

With SageMaker MLOps tools, teams can easily train, test, troubleshoot, deploy, and govern ML models at scale to boost productivity of data scientists and ML engineers while maintaining model performance in production. When the model is ready and approved for use, it’s deployed into the real-world production systems.

Healthcare 88

Healthcare Government Engineering APIs 88

AWS Machine Learning

APRIL 11, 2023

One important aspect of this foundation is to organize their AWS environment following a multi-account strategy. In this post, we show how you can extend that architecture to multiple accounts to support multiple LOBs. In this post, we show how you can extend that architecture to multiple accounts to support multiple LOBs.

APIs 70

APIs Accountability Scripts Enterprise 70

AWS Machine Learning

DECEMBER 1, 2023

For example, MLOps engineers typically perform model deployment activities, whereas data scientists perform ML training and validation activities. As a platform administrator, you can use the updated user interface (UI) and APIs to onboard users faster, with the right security settings and infrastructure.

Enterprise 93

Enterprise APIs Accountability Government 93

AWS Machine Learning

FEBRUARY 6, 2023

Tasks like account balance lookups are completed in seconds, a 90% reduction in time compared to WaFd’s legacy system. How Talkdesk integrates with Amazon Lex When the call reaches Talkdesk Virtual Agent , Talkdesk uses the continuous streaming capability of the Amazon Lex API to enable conversation with the Amazon Lex bot.

Cloud contact 68

Cloud contact Self service Contact Center Virtual Agent 68

AWS Machine Learning

JUNE 13, 2023

In other words, it is a search engine that specializes in internal information. In addition, the connector is loaded through a restricted account, allowing for a security-conscious implementation. This feature can be implemented with no code, which was very helpful in getting feedback during the test deployment.

Chatbots 77

Chatbots Engineering Enterprise APIs 77

AWS Machine Learning

JULY 7, 2022

You can use APIs or AWS CloudFormation (see Creating Amazon Lex V2 resources with AWS CloudFormation ) to manage the bot programmatically. For example, consider a situation where you inadvertently introduce a typo in the regular expression used for an account ID slot type, which leads to bot re-prompting the user to provide input again.

Best practices 75

Best practices Metrics APIs Accountability 75

AWS Machine Learning

AUGUST 14, 2023

Prompt engineering for zero-shot and few-shot NLP tasks on BLOOM models Prompt engineering deals with creating high-quality prompts to guide the model towards the desired responses. Prompt engineering can greatly improve the performance of zero-shot and few-shot learning models. Question: When was NLP Cloud founded?

Engineering 71

Engineering APIs Chatbots Scripts 71

NobelBiz

APRIL 23, 2024

Account Setup and Verification : Upon receiving a debt, the agency sets up an account for the debtor and verifies all the details. Call centers are equipped with tools that allow agents to quickly access a debtor’s full account information, ensuring that every interaction is informed and constructive.

Customer centricity 52

Customer centricity Contact Center Technology Telemarketing 52

AWS Machine Learning

JUNE 24, 2022

In a previous post , we talked about analyzing and tagging assets stored in Veeva Vault PromoMats using Amazon AI services and the Veeva Vault Platform’s APIs. In addition to the no-code interface, Amazon AppFlow supports configuration via API, AWS CLI, and AWS CloudFormation interfaces. You can visualize these records using Kibana.

APIs 72

APIs Healthcare SaaS Engineering 72

Nexmo

JULY 18, 2019

Their mobile application and website are pretty good, but when I saw that YNAB had recently launched an API it made me think about other ways to access the data in my budget. You’ve been able to call your bank to check the balance on your account for years, but that’s not useful for me. project with express and express-ws.

APIs 73

APIs Accountability Banking Engineering 73

AWS Machine Learning

AUGUST 3, 2023

Finally, we show how you can integrate this car pose detection solution into your existing web application using services like Amazon API Gateway and AWS Amplify. For each option, we host an AWS Lambda function behind an API Gateway that is exposed to our mock application. As always, AWS welcomes feedback. So, get started today!

APIs 63

APIs Scripts Engineering Technical Support 63

aircall

JUNE 11, 2021

Feedback — responses from the receiver based on the sender’s message and communication. 2015 — An open API (applied programming interface) technology was invented to allow software applications to sync and share data between them. Voice tone accounts for 38% of communication. Words alone account for 7% of communication.

voip 62

voip APIs Call Center Telecommunications 62

AWS Machine Learning

NOVEMBER 30, 2022

J1 can be applied to virtually any language task by crafting a suitable prompt containing a description of the task and a few examples, a process commonly known as prompt engineering. If your default limit for your AWS account is 0, you need to request a limit increase for this GPU instance. About the authors.

APIs 72

APIs Benchmark Chatbots Accountability 72

AWS Machine Learning

NOVEMBER 16, 2022

ACK is the AWS strategy that brings in standardization for building Kubernetes custom controllers that allow Kubernetes users to provision AWS resources like databases or message queues simply by using the Kubernetes API. Make sure you meet the following prerequisites: You have an AWS account. Prerequisites. About the authors.

Metrics 67

Metrics Scripts Enterprise APIs 67

AWS Machine Learning

AUGUST 30, 2023

Prerequisites To get started, you need an AWS account in which you can use SageMaker Studio. In order to run inference through SageMaker API, make sure to pass the Predictor class. Furthermore, setting up a feedback loop for this application would enable radiologists to improve the performance of the model over time.

Healthcare 110

Healthcare APIs Metrics Scripts 110

CSM Magazine

JULY 22, 2019

removes this barrier by making it easy for developers to account for different channels automatically without requiring a separate enrollment. One of the key new features in IDVoice v2.7 Further updates in IDVoice v2.7 Further updates in IDVoice v2.7 Lastly, IDVoice v2.7

Enterprise 40

Enterprise Engineering APIs Call Center 40

Amity

SEPTEMBER 25, 2017

Customer Operations means everything from Customer Success to Customer Support, Engineering Support, and Professional Services. I started early on in a blue-collar, manufacturing background doing account management and account services. How is your team structured, why, and how has that structure evolved over time?

B2C 0

B2C SaaS Accountability B2B 0

AWS Machine Learning

APRIL 29, 2024

This often means the method of using a third-party LLM API won’t do for security, control, and scale reasons. It provides an approachable, robust Python API for the full infrastructure stack of ML/AI, from data and compute to workflows and observability. The following figure illustrates this workflow.

APIs 81

APIs Engineering Scripts Management 81

AWS Machine Learning

OCTOBER 4, 2022

From a very high level, the ML lifecycle consists of many different parts, but the building of an ML model usually consists of the following general steps: Data cleansing and preparation (feature engineering). We create the following steps: Processing step (feature engineering). Model training and tuning. Model evaluation.

Scripts 72

Scripts Engineering Management APIs 72

AWS Machine Learning

MARCH 4, 2024

Alida helps the world’s biggest brands create highly engaged research communities to gather feedback that fuels better customer experiences and product innovation. Open-ended survey questions allow responders to provide context and unanticipated feedback. Programmatically using the Amazon Bedrock API and SDKs.

Feedback 101

Feedback APIs Engineering Surveys 101

aircall

MAY 15, 2017

On the other hand, Farming aims at keeping existing customers to sustain the growth generated by the Sales team and increasing revenue through the expansion of current accounts – this is when the Success Team steps in. In such cases, not only is an opportunity missed, but even worse the account health could deteriorate.

Sales 88

Sales Accountability Engineering APIs 88

AWS Machine Learning

NOVEMBER 1, 2023

Overview of solution The overarching goal for the engineering team is to detect and redact PII from millions of legal documents for their customers. Using Reveal’s Logikcull solution, the engineering team implemented two processes, namely first pass PII detection and second pass PII detection and redaction.

APIs 86

APIs Engineering Government Telecommunications 86

Amity

SEPTEMBER 25, 2017

Customer Operations means everything from Customer Success to Customer Support, Engineering Support, and Professional Services. I started early on in a blue-collar, manufacturing background doing account management and account services. How is your team structured, why, and how has that structure evolved over time?

B2C 60

B2C SaaS Accountability B2B 60

AWS Machine Learning

APRIL 23, 2024

Each step requires waiting for remote compute resources to start up, which delays validating implementations and getting feedback on changes. The only way to access and interact with Docker images is via the exposed Docker API operations. API version: 1.41 (downgraded from 1.43) Go version: go1.20.10

Scripts 88

Scripts APIs Engineering Feedback 88

AWS Machine Learning

SEPTEMBER 28, 2023

A Generative AI Gateway can help large enterprises control, standardize, and govern FM consumption from services such as Amazon Bedrock , Amazon SageMaker JumpStart , third-party model providers (such as Anthropic and their APIs), and other model providers outside of the AWS ecosystem. What is a Generative AI Gateway?

APIs 95

APIs Government Enterprise Engineering 95

AWS Machine Learning

JUNE 23, 2023

FastAPI is a modern, high-performance web framework for building APIs with Python. Its ease and built-in functionalities like the automatic API documentation make it a popular choice amongst ML engineers to deploy high-performance inference APIs. To build this image locally, we need Docker.

APIs 87

APIs Scripts Engineering Accountability 87

AWS Machine Learning

DECEMBER 6, 2023

Conversational AI has come a long way in recent years thanks to the rapid developments in generative AI, especially the performance improvements of large language models (LLMs) introduced by training techniques such as instruction fine-tuning and reinforcement learning from human feedback. Sort the revenues in descending order.

Analytics 100

Analytics APIs Engineering Construction 100

AWS Machine Learning

APRIL 22, 2024

Examples of tools you can use to advance sustainability initiatives are: Amazon Bedrock – a fully managed service that provides access to high-performing FMs from leading AI companies through a single API, enabling you to choose the right model for your sustainability use cases.

Best practices 110

Best practices Benchmark Transportation Engineering 110

AWS Machine Learning

FEBRUARY 12, 2024

Finally, the team’s aspiration was to receive immediate feedback on each change made in the code, reducing the feedback loop from minutes to an instant, and thereby reducing the development cycle for ML models. This was crucial in ensuring a smooth transition from on-premises to cloud-based processing.

Engineering 109

Engineering Wait times Metrics Accountability 109

AWS Machine Learning

OCTOBER 2, 2023

Use case: Inspecting the quality of metal tags As an ML engineer, it’s important to understand the business case you are working on. MLOps engineers want to work using infrastructure as code (IaC) tools and might be more familiar with the AWS Management Console. Most significantly, we have established a closed feedback loop.

Engineering 90

Engineering APIs Management Accountability 90

SmartKarrot

MAY 31, 2021

Function as the voice of the customer and provide internal feedback on how Daasity can better serve the customers. Support API customization projects, as well as embedded integrations projects. Based on account needs, travel to client locations may be necessary when permitted.

Upselling 10

Upselling APIs Accountability Engineering 10

AWS Machine Learning

JANUARY 24, 2024

Building proofs of concept is relatively straightforward because cutting-edge foundation models are available from specialized providers through a simple API call. Cohere language models in Amazon Bedrock The Cohere Platform brings language models with state-of-the-art performance to enterprises and developers through a simple API call.

Enterprise 125

Enterprise APIs Advertising Technology 125

Nicereply

JANUARY 2, 2023

Using your experience and engineering skills will make it a win-win for you and your customer. When our services posts to Facebook, we’re restricted by what they let us do through their API (the connection to them). What to say: Hi Gretl, First of all, I want to apologize for the experience you’ve had getting your account set up.

Customer Service 105

Customer Service Engineering Accountability Feedback 105