AWS Machine Learning

AUGUST 30, 2023

Our latest QnABot releases, v5.4.0+, can now use an LLM to disambiguate customer questions by taking conversational context into account, dynamically generating answers from relevant FAQs or Amazon Kendra search results and document passages. For example, when asked “What is Amazon Lex?”, We expect to add more sample plugins over time.

Self service 106

Self service APIs Transportation Contact Center 106

Talkdesk

JANUARY 16, 2018

Leveraging today’s innovative speech recognition technology and predictive analytics is the key to creating a customer-centric culture in the call center. Leveraging today’s innovative speech recognition technology and predictive analytics is the key to creating a customer-centric culture in the call center.”

Analytics 40

Analytics Call Center Customer centricity Construction 40

Talkdesk

JANUARY 16, 2018

Leveraging today’s innovative speech recognition technology and predictive analytics is the key to creating a customer-centric culture in the call center. Leveraging today’s innovative speech recognition technology and predictive analytics is the key to creating a customer-centric culture in the call center.”

Analytics 40

Analytics Call Center Customer centricity Construction 40

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. Advanced analytics and machine learning algorithms are also being integrated into call center operations to predict debtor behavior and optimize contact strategies.

Customer centricity 59

Customer centricity Contact Center Technology Telemarketing 59

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 106

Engineering Accountability Construction APIs 106

AWS Machine Learning

MARCH 23, 2023

Homomorphic encryption is a new approach to encryption that allows computations and analytical functions to be run on encrypted data, without first having to decrypt it, in order to preserve privacy in cases where you have a policy that states data should never be decrypted. The following figure shows both versions of these patterns.

Scripts 98

Scripts APIs Government Analytics 98

AWS Machine Learning

FEBRUARY 29, 2024

OpenSearch is a scalable, flexible, and extensible open source software suite for search, analytics, security monitoring, and observability applications, licensed under the Apache 2.0 You can also add data incrementally by importing records using the Amazon Personalize console or API. Launch the CloudFormation stack directly.

Personalization 93

Personalization Accountability Entertainment Construction 93

AWS Machine Learning

FEBRUARY 29, 2024

At Deutsche Bahn, a dedicated AI platform team manages and operates the SageMaker Studio platform, and multiple data analytics teams within the organization use the platform to develop, train, and run various analytics and ML activities. For high availability, multiple identical private isolated subnets are provisioned.

APIs 101

APIs Construction Transportation Analytics 101

AWS Machine Learning

JULY 24, 2023

A recent initiative is to simplify the difficulty of constructing search expressions by autofilling patent search queries using state-of-the-art text generation models. In this section, we show how to build your own container, deploy your own GPT-2 model, and test with the SageMaker endpoint API. Specifically, Dockerfile and build.sh

APIs 68

APIs Engineering Construction Benchmark 68

AWS Machine Learning

MARCH 29, 2023

The Independent Evaluation Office (IEO) is a functionally independent office within the UNDP that supports the oversight and accountability functions of the Executive Board and management of the UNDP, UNCDF, and UNV. This API processes the documents and stores the JSON output files in Amazon S3 for postprocessing.

APIs 70

APIs Construction Metrics Technology 70

AWS Machine Learning

OCTOBER 5, 2022

We also share the key technical challenges that were solved during construction of the Face-off Probability model. The second important component of the architecture is Amazon Kinesis Data Analytics for Apache Flink. Kinesis Data Analytics provides the underlying infrastructure for your Apache Flink applications. How it works.

Calibration 93

Calibration Engineering Automotive Analytics 93

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 104

Analytics APIs Engineering Construction 104

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. The data collection functions call their respective source API and retrieve data for the past hour. He holds a Ph.D.

Marketing 75

Marketing Analytics APIs Engineering 75

AWS Machine Learning

MARCH 15, 2023

The best practice for migration is to refactor these legacy codes using the Amazon SageMaker API or the SageMaker Python SDK. Step Functions is a serverless workflow service that can control SageMaker APIs directly through the use of the Amazon States Language. We do so using AWS SDK for Python (Boto3) CreateProcessingJob API calls.

Scripts 124

Scripts APIs Engineering Construction 124

AWS Machine Learning

APRIL 17, 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 112

APIs Construction Management Analytics 112

AWS Machine Learning

MARCH 28, 2024

Solution overview In this post, we demonstrate the use of Mixtral-8x7B Instruct text generation combined with the BGE Large En embedding model to efficiently construct a RAG QnA system on an Amazon SageMaker notebook using the parent document retriever tool and contextual compression technique. We use an ml.t3.medium

Telecommunications 115

Telecommunications Healthcare Transportation Accountability 115

JustCall

AUGUST 12, 2022

With CPaaS, organizations can partake in specialized strategies in their business communication systems such as adding video, upgrading voice, or utilizing APIs that permit customization. CPaaS helps organizations to make and construct their very own communication arrangement by adapting their existing devices. Meaning of CCaaS.

APIs 52

APIs Contact center software Contact Center Enterprise 52

AWS Machine Learning

DECEMBER 6, 2023

The Q4 Platform facilitates interactions across the capital markets through IR website products, virtual events solutions, engagement analytics, investor relations Customer Relationship Management (CRM), shareholder and market analysis, surveillance, and ESG tools. LangChain supports Amazon Bedrock as a multi-foundation model API.

Chatbots 100

Chatbots APIs Engineering CRM 100

SmartKarrot

SEPTEMBER 25, 2020

While Shopify delivers a digital platform to be used by businesses, it relies on a SaaS model to construct this relationship with the customers. Being Australia’s largest SaaS company , RingCentral provides AI automation and speech analytics services through app integration. Could any better implementation of AI in SaaS exist?

SaaS 8

SaaS APIs Analytics Enterprise 8

SmartKarrot

SEPTEMBER 25, 2020

While Shopify delivers a digital platform to be used by businesses, it relies on a SaaS model to construct this relationship with the customers. Being Australia’s largest SaaS company , RingCentral provides AI automation and speech analytics services through app integration. Could any better implementation of AI in SaaS exist?

SaaS 8

SaaS APIs Analytics Enterprise 8

AWS Machine Learning

JULY 29, 2022

It’s aligned with the AWS recommended practice of using temporary credentials to access AWS accounts. At the time of this writing, you can create only one domain per AWS account per Region. To implement the strong separation, you can use multiple AWS accounts with one domain per account as a workaround.

Management 75

Management APIs Accountability Construction 75

AWS Machine Learning

AUGUST 11, 2022

This AWS IoT Core custom endpoint URL is personal to your AWS account and Region. In the following sections, we take a deeper look at the constructs within Lookout for Metrics, and how easy it is to configure these concepts using the Lookout for Metrics console. It also provides the capability to query the anomalies via APIs.

Metrics 71

Metrics APIs Scripts Wireless 71

AWS Machine Learning

MAY 4, 2023

The Neuron runtime consists of kernel driver and C/C++ libraries, which provide APIs to access AWS Inferentia and Trainium Neuron devices. This file acts as an intermediary between the DJLServing APIs and the transformers-neuronx APIs. He’s passionate about applying Machine Learning to the area of Analytics.

APIs 78

APIs Scripts Engineering Chatbots 78

AWS Machine Learning

MARCH 19, 2024

To enhance code generation accuracy, we propose dynamically constructing multi-shot prompts for NLQs. The dynamically constructed multi-shot prompt provides the most relevant context to the FM, and boosts the FM’s capability in advanced math calculation, time series data processing, and data acronym understanding.

Construction 118

Construction Scripts APIs Enterprise 118

AWS Machine Learning

APRIL 19, 2024

ACK is a framework for building Kubernetes custom controllers, where each controller communicates with an AWS service API. These controllers allow Kubernetes users to provision AWS resources like buckets, databases, or message queues simply by using the Kubernetes API. The model is configured in a new construct, an inference component.

APIs 100

APIs Engineering Construction Enterprise 100

SmartKarrot

FEBRUARY 3, 2022

Ambar is a Brazilian SaaS company that offers digital solutions to companies operating in the construction industry. Amber also offers AmbarConaz, an online marketplace connecting supply chain and construction sites. EBANX features hosted pages, and developer APIs, among other features. Wabbi Software S.A., Founded in: 2011.

SaaS 10

SaaS Real estate Construction Transportation 10

NobelBiz

FEBRUARY 23, 2023

To better meet the demands of the client, adding or deleting user accounts is as simple as clicking a button in the administrative interface. UCaaS solutions can enable omnichannel communication or augment core customer services with artificial intelligence analytics. All client information is centralized and available to all workers.

Contact Center 52

Contact Center voip APIs Interactive Voice Response 52

NobelBiz

JUNE 7, 2021

To better meet the demands of the client, adding or deleting user accounts is as simple as clicking a button in the administrative interface. UCaaS solutions can enable omnichannel communication or augment core customer services with artificial intelligence analytics. All client information is centralized and available to all workers.

Contact Center 52

Contact Center voip APIs Interactive Voice Response 52