AWS Machine Learning

JULY 30, 2024

Web crawler for knowledge bases With a web crawler data source in the knowledge base, you can create a generative AI web application for your end-users based on the website data you crawl using either the AWS Management Console or the API. Hardik shares his knowledge at various conferences and workshops.

APIs 105

APIs Enterprise Analytics Management 105

AWS Machine Learning

NOVEMBER 18, 2022

And last but never least, we have exciting workshops and activities with AWS DeepRacer—they have become a signature event! Workshops – Hands-on learning opportunities where, in the course of 2 hours, you’ll be able to build a solution to a problem, understand the inner workings of the resulting infrastructure, and cross-service interaction.

Contact Center 87

Contact Center Engineering Analytics APIs 87

ConvergeOne

DECEMBER 7, 2021

The underlying technologies of composability include some combination of artificial intelligence (AI), machine learning, automation, container-based architecture, big data, analytics, low-code and no-code development, Agile/DevOps deployment, cloud delivery, and applications with open APIs (microservices).

APIs 79

APIs Big data Analytics Self service 79

AWS Machine Learning

JANUARY 5, 2024

Wipro has used the input filter and join functionality of SageMaker batch transformation API. The response is returned to Lambda and sent back to the application through API Gateway. Use QuickSight refresh dataset APIs to automate the spice data refresh. It helped enrich the scoring data for better decision making.

Management 128

Management APIs Engineering Government 128

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 81

APIs Banking SaaS Engineering 81

AWS Machine Learning

MARCH 19, 2024

The user can use the Amazon Recognition DetectText API to extract text data from these images. Because the Python example codes were saved as a JSON file, they were indexed in OpenSearch Service as vectors via an OpenSearchVevtorSearch.fromtexts API call. About the authors Julia Hu is a Sr.

Construction 132

Construction Scripts APIs Enterprise 132

AWS Machine Learning

OCTOBER 4, 2022

You can effectively use Snowflake Marketplace to monetize your predictive analytics from datasets produced in Amazon Forecast. In short, the service delivers all the science, data handling, and resource management into a simple API call. He has helped technology companies design and implement data analytics solutions and products.

APIs 84

APIs Analytics Transportation Metrics 84

AWS Machine Learning

AUGUST 9, 2024

OpenSearch is an open source and distributed search and analytics suite derived from Elasticsearch. Learn more about prompt engineering and generative AI-powered Q&A in the Amazon Bedrock Workshop. It also formats complex structures like tables for easier analysis.

Government 120

Government Healthcare Construction Engineering 120

AWS Machine Learning

MAY 25, 2023

We implement the RAG functionality inside an AWS Lambda function with Amazon API Gateway to handle routing all requests to the Lambda. We implement a chatbot application in Streamlit which invokes the function via the API Gateway and the function does a similarity search in the OpenSearch Service index for the embeddings of user question.

APIs 87

APIs Enterprise Accountability Chatbots 87

AWS Machine Learning

AUGUST 4, 2022

The results data from these jobs are stored in the Amazon S3 analytics layer. The Amazon S3 analytics layer is used to store the data that is used by the ML models for training purposes. The prepared training dataset is pushed to the analytics S3 bucket to be used by SageMaker. Train the model.

Scripts 108

Scripts Advertising Engineering Analytics 108

AWS Machine Learning

FEBRUARY 13, 2024

For example, the analytics team may curate features like customer profile, transaction history, and product catalogs in a central management account. His expertise spans a broad spectrum, encompassing scalable architectures, distributed computing, big data analytics, micro services and cloud infrastructures for organizations.

Accountability 123

Accountability Government Engineering Scripts 123

AWS Machine Learning

JUNE 3, 2024

You can change the configuration later from the SageMaker Canvas UI or using SageMaker APIs. To explore more about SageMaker Canvas with industry-specific use cases, explore a hands-on workshop. About the Authors Rushabh Lokhande is a Senior Data & ML Engineer with AWS Professional Services Analytics Practice. Choose Deploy.

Surveys 108

Surveys Metrics Analytics Engineering 108

AWS Machine Learning

JUNE 12, 2023

The Hugging Face transformers , tokenizers , and datasets libraries provide APIs and tools to download and predict using pre-trained models in multiple languages. Next, we can move the input tensors to the GPU used by the current process using the torch.cuda.set_device API followed by the.to() API call.

Best practices 75

Best practices APIs Engineering Analytics 75

AWS Machine Learning

JULY 31, 2023

He designs modern application architectures based on microservices, serverless, APIs, and event-driven patterns. He works with customers to realize their data analytics and machine learning goals through adoption of DataOps and MLOps practices and solutions. Machine Learning Solutions Architect based in Florida, US.

Metrics 90

Metrics Engineering Accountability Telecommunications 90

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 92

Benchmark Banking Analytics Big data 92

CSM Magazine

DECEMBER 11, 2023

If you have challenges in fully defining your specific customer support needs, consider partnering with a development company that can help you articulate your chatbot requirements through stakeholder workshops. Pre-built templates and seamless integrations also ease setup. Prioritize capabilities that directly address your priorities.

Chatbots 52

Chatbots outsourcing APIs Wait times 52

ConvergeOne

DECEMBER 7, 2021

The underlying technologies of composability include some combination of artificial intelligence (AI), machine learning, automation, container-based architecture, big data, analytics, low-code and no-code development, Agile/DevOps deployment, cloud delivery, and applications with open APIs (microservices).

APIs 40

APIs Big data Analytics Self service 40

NobelBiz

JUNE 26, 2023

These systems help route calls to the appropriate agents, track customer interactions, manage customer data, and provide analytics for monitoring and improving performance. They do not support advanced features such as call recording, analytics, or seamless integration with customer relationship management (CRM) tools.

Call Center 52

Call Center Interactive Voice Response call center software CRM 52

Hodusoft

JULY 3, 2024

6 Onboarding and Support Enterprise contact center software provides personalized onboarding, training and workshops, dedicated account manager, and ongoing support. 8×8 8×8 is an excellent enterprise contact center software provider that combines contact center, voice, video, chat, and enterprise API solutions.

Contact center software 52

Contact center software Enterprise Contact Center Interactive Voice Response 52

AWS Machine Learning

AUGUST 1, 2022

In this post, we demonstrate how to add features to a feature group using the newly released UpdateFeatureGroup API. To update the feature group to add a new feature, we use the new Amazon SageMaker UpdateFeatureGroup API. We ingest the DataFrame into the feature group using the SageMaker SDK FeatureGroup.ingest API.

APIs 94

APIs Engineering Entertainment Healthcare 94

AWS Machine Learning

JANUARY 26, 2024

After you and your teams have a basic understanding of security on AWS, we strongly recommend reviewing How to approach threat modeling and then leading a threat modeling exercise with your teams starting with the Threat Modeling For Builders Workshop training program.

Best practices 136

Best practices Government Engineering Accountability 136

AWS Machine Learning

JANUARY 9, 2025

The Lambda function can be integrated with external credit APIs. Based on the instructions and the API descriptions, the Amazon Bedrock agent creates a logical sequence of steps to complete an action. Action groups define the APIs for performing actions such as creating the loan, checking the user, fetching the risk score, and so on.

APIs 108

APIs Banking Enterprise Accountability 108

AWS Machine Learning

JANUARY 22, 2025

Security analytics can then be performed against the transcripts, enabling organizations to improve their security posture by increasing their ability to detect security anomalies by bad actors. The UI is provided by a simple Streamlit application with access to the DynamoDB and Amazon Bedrock APIs.

Management 103

Management Engineering APIs Accountability 103