AWS Machine Learning

OCTOBER 2, 2024

It’s a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like Anthropic, Cohere, Meta, Mistral 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.

Government 121

Government APIs Enterprise Best practices 121

AWS Machine Learning

OCTOBER 14, 2024

Agents automatically call the necessary APIs to interact with the company systems and processes to fulfill the request. The App calls the Claims API Gateway API to run the claims proxy passing user requests and tokens. Claims API Gateway runs the Custom Authorizer to validate the access token.

APIs 79

APIs Construction Government Big data 79

AWS Machine Learning

NOVEMBER 14, 2024

Customers can use the SageMaker Studio UI or APIs to specify the SageMaker Model Registry model to be shared and grant access to specific AWS accounts or to everyone in the organization. By establishing robust oversight, organizations can build trust, meet regulatory requirements, and help ensure ethical use of AI technologies.

Government 91

Government Management APIs Accountability 91

AWS Machine Learning

NOVEMBER 19, 2024

We showcase a variety of tools including database retrieval with Text2SQL, statistical models and visual charts with scientific libraries, biomedical literature search with public APIs and internal evidence, and medical image processing with Amazon SageMaker jobs. Architecture diagram showing Agents for Bedrock system flow.

APIs 66

APIs Healthcare Engineering Banking 66

AWS Machine Learning

FEBRUARY 29, 2024

The Retrieve and RetrieveAndGenerate APIs allow your applications to directly query the index using a unified and standard syntax without having to learn separate APIs for each different vector database, reducing the need to write custom index queries against your vector store.

APIs 135

APIs Healthcare Scripts Enterprise 135

ConvergeOne

DECEMBER 7, 2021

They went on to define the pillars of composability beyond the architecture – and how they dovetail into composable thinking and composable technologies, as well. The thought of adopting all these technologies can be a bit overwhelming, but let me assure you that it’s not quite as complicated as it may seem.

APIs 105

APIs Big data Analytics Self service 105

AWS Machine Learning

NOVEMBER 13, 2024

Because SageMaker Model Cards and SageMaker Model Registry were built on separate APIs, it was challenging to associate the model information and gain a comprehensive view of the model development lifecycle. We walk through an example notebook to demonstrate how you can use this unification during the model development data science lifecycle.

Government 103

Government Engineering Metrics APIs 103

AWS Machine Learning

JANUARY 4, 2024

NLP SQL enables business users to analyze data and get answers by typing or speaking questions in natural language, such as the following: “Show total sales for each product last month” “Which products generated more revenue?” In entered the Big Data space in 2013 and continues to explore that area. Arghya Banerjee is a Sr.

Best practices 138

Best practices Enterprise Engineering APIs 138

AWS Machine Learning

OCTOBER 16, 2024

For further insights into speaker diarization in other use cases, see Streamline diarization using AI as an assistive technology: ZOO Digital’s story. This evolution promises not only to streamline operations but also to align content delivery with modern consumption habits and technological advancements.

Engineering 111

Engineering Metrics APIs Big data 111

AWS Machine Learning

AUGUST 29, 2022

You can now use cross-account support for Amazon SageMaker Pipelines to share pipeline entities across AWS accounts and access shared pipelines directly through Amazon SageMaker API calls. The data scientist is now able to describe and monitor the test pipeline run status using SageMaker API calls from the dev account.

Accountability 94

Accountability APIs Management Engineering 94

AWS Machine Learning

MAY 8, 2023

In this post, we address these limitations by implementing the access control outside of the MLflow server and offloading authentication and authorization tasks to Amazon API Gateway , where we implement fine-grained access control mechanisms at the resource level using Identity and Access Management (IAM). Adds an IAM authorizer.

APIs 83

APIs Government Accountability Scripts 83

AWS Machine Learning

JUNE 12, 2024

This solution uses an Amazon Cognito user pool as an OAuth-compatible identity provider (IdP), which is required in order to exchange a token with AWS IAM Identity Center and later on interact with the Amazon Q Business APIs. Amazon Q uses the chat_sync API to carry out the conversation.

APIs 131

APIs Enterprise Accountability Feedback 131

AWS Machine Learning

JULY 15, 2024

Marco excels at leveraging cloud technologies to drive innovation and efficiency in various projects. Yaoqi Zhang is a Senior Big Data Engineer at Mission Cloud. Adrian Martin is a Big Data/Machine Learning Lead Engineer at Mission Cloud. Cristian Torres is a Sr. Partner Solutions Architect at AWS.

Engineering 121

Engineering Entertainment Big data APIs 121

AWS Machine Learning

JUNE 25, 2024

She has been in technology for 24 years spanning multiple industries, technologies, and roles. With over 35 patents granted across various technology domains, she has a passion for continuous innovation and using data to drive business outcomes. She is also the Co-Director of Women In Big Data (WiBD), Denver chapter.

Metrics 121

Metrics APIs Government Big data 121

AWS Machine Learning

APRIL 24, 2023

Since conversational AI has improved in recent years, many businesses have adopted cutting-edge technologies like AI-powered chatbots and AI-powered agent support to improve customer service while increasing productivity and lowering costs. API Gateway bypasses the request to Lambda. Lambda checks the format and stores it in DynamoDB.

APIs 73

APIs Customer Experience Feedback Chatbots 73

AWS Machine Learning

NOVEMBER 17, 2023

Generative AI models have the potential to revolutionize enterprise operations, but businesses must carefully consider how to harness their power while overcoming challenges such as safeguarding data and ensuring the quality of AI-generated content. As a Data Engineer he was involved in applying AI/ML to fraud detection and office automation.

APIs 120

APIs Enterprise Big data Chatbots 120

AWS Machine Learning

NOVEMBER 6, 2024

He enjoys supporting customers in their digital transformation journey, using big data, machine learning, and generative AI to help solve their business challenges. He is also personally passionate about robotics and IoT, and constantly looks for new ways to use technologies for innovation.

Construction 122

Construction APIs Big data Best practices 122

AWS Machine Learning

MARCH 23, 2023

Leidos is a FORTUNE 500 science and technology solutions leader working to address some of the world’s toughest challenges in the defense, intelligence, homeland security, civil, and healthcare markets. Applications and services can call the deployed endpoint directly or through a deployed serverless Amazon API Gateway architecture.

Scripts 120

Scripts APIs Government Analytics 120

AWS Machine Learning

DECEMBER 21, 2022

SageMaker Feature Store automatically builds an AWS Glue Data Catalog during feature group creation. Customers can also access offline store data using a Spark runtime and perform big data processing for ML feature analysis and feature engineering use cases. Table formats provide a way to abstract data files as a table.

Scripts 86

Scripts Engineering APIs Big data 86

AWS Machine Learning

SEPTEMBER 9, 2022

It stores history of ML features in the offline store (Amazon S3) and also provides APIs to an online store to allow low-latency reads of most recent features. With purpose-built services, the Amp team was able to release the personalized show recommendation API as described in this post to production in under 3 months. Conclusion.

Personalization 85

Personalization APIs Metrics Engineering 85

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. For data scientist: An S3 bucket that Data Wrangler can use to output transformed data. His knowledge ranges from application architecture to big data, analytics, and machine learning.

APIs 92

APIs Engineering Analytics Scripts 92

AWS Machine Learning

NOVEMBER 14, 2023

In the era of big data and AI, companies are continually seeking ways to use these technologies to gain a competitive edge. At the core of these cutting-edge solutions lies a foundation model (FM), a highly advanced machine learning model that is pre-trained on vast amounts of data.

Management 116

Management Best practices APIs Calibration 116

AWS Machine Learning

OCTOBER 29, 2024

AWS CloudTrail is also essential for maintaining security and compliance in your AWS environment by providing a comprehensive log of all API calls and actions taken across your AWS account, enabling you to track changes, monitor user activities, and detect suspicious behavior. Enable CloudWatch cross-account observability.

Government 99

Government Metrics Accountability APIs 99

ConvergeOne

DECEMBER 7, 2021

They went on to define the pillars of composability beyond the architecture – and how they dovetail into composable thinking and composable technologies, as well. The thought of adopting all these technologies can be a bit overwhelming, but let me assure you that it’s not quite as complicated as it may seem.

APIs 52

APIs Big data Analytics Self service 52

AWS Machine Learning

JULY 24, 2023

They use big data (such as a history of past search queries) to provide many powerful yet easy-to-use patent tools. These tools have enabled Patsnap’s global customers to have a better understanding of patents, track recent technological advances, identify innovation trends, and analyze competitors in real time. client('sts').get_caller_identity()['Account']

APIs 78

APIs Engineering Construction Benchmark 78

AWS Machine Learning

FEBRUARY 1, 2024

Because the interface between agents and tools is less formally defined than an API contract, you should monitor these traces not only for performance but also to capture new error scenarios. Randy has held a variety of positions in the technology space, ranging from software engineering to product management.

Best practices 134

Best practices Engineering SaaS APIs 134

Hodusoft

AUGUST 30, 2022

With the increasing demand for quick and convenient ways to reach organizations, various innovative technologies have taken place in the past few years. UCaaS, CCaaS, and CPaas are some of the few technologies that have gained a lot of recognition in these years. What is cloud computing? Who all can use cloud computing? What is UCaaS?

Interactive Voice Response 52

Interactive Voice Response APIs Contact Center voip 52

AWS Machine Learning

SEPTEMBER 11, 2024

Unseen new streaming data is then applied to the model, and an inference (prediction) on that data is made. This post starts by looking at the background of hardware accelerated computing, followed by reviewing the core technologies in this space. The CUDA API and SDK were first released by NVIDIA in 2007.

Benchmark 100

Benchmark Banking Analytics Big data 100

AWS Machine Learning

DECEMBER 18, 2023

The SageMaker Canvas UI lets you seamlessly integrate data sources from the cloud or on-premises, merge datasets effortlessly, train precise models, and make predictions with emerging data—all without coding. Solution overview Users persist their transactional time series data in MongoDB Atlas.

Finance 126

Finance APIs Analytics Big data 126

AWS Machine Learning

SEPTEMBER 9, 2022

When the message is received by the SQS queue, it triggers the AWS Lambda function to make an API call to the Amp catalog service. The Lambda function retrieves the desired show metadata, filters the metadata, and then sends the output metadata to Amazon Kinesis Data Streams. Data Engineer for Amp on Amazon. About the authors.

Analytics 81

Analytics Engineering Metrics APIs 81

Avaya

NOVEMBER 16, 2016

Open APIs: An open API model is advantageous in that it allows developers outside of companies to easily access and use APIs to create breakthrough innovations. At the same time, however, publicly available APIs are also exposed ones. billion GB of data were being produced every day in 2012 alone!)

APIs 72

APIs Transportation Enterprise Healthcare 72

AWS Machine Learning

JULY 19, 2022

With rapid development in computer vision technology, several third-party tools use computer vision to analyze satellite images and identify objects (like solar panels) automatically. To test the model output, we use a Jupyter notebook to run Python code to detect custom labels in a supplied image by calling Amazon Rekognition APIs.

APIs 82

APIs Metrics Enterprise Marketing 82

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. Aamna Najmi is a Data Scientist with AWS Professional Services.

APIs 73

APIs Scripts Engineering Technical Support 73

AWS Machine Learning

JULY 25, 2022

Trumid is a financial technology company building tomorrow’s credit trading network—a marketplace for efficient trading, information dissemination, and execution between corporate bond market participants. The bond trading market has traditionally involved offline buyer/seller matching processes aided by rules-based technology.

Scripts 85

Scripts Engineering Analytics APIs 85

AWS Machine Learning

JULY 29, 2022

Amazon SageMaker is a fully managed service that provides developers and data scientists the ability to build, train, and deploy machine learning (ML) models quickly. The SageMaker Python SDK provides open-source APIs and containers to train and deploy models on SageMaker, using several different ML and deep learning frameworks.

Scripts 97

Scripts APIs Big data Engineering 97

AWS Machine Learning

APRIL 19, 2023

This example notebook demonstrates the pattern of using Feature Store as a central repository from which data scientists can extract training datasets. In addition to creating a training dataset, we use the PutRecord API to put the 1-week feature aggregations into the online feature store nightly. Nov-01,22:01:00 1 74.99 …9843 99.50

Engineering 90

Engineering Analytics APIs Enterprise 90

AWS Machine Learning

AUGUST 2, 2023

Accessibility of digital content for blind and low vision – This is primarily enabled by assistive technologies such as screenreaders, Braille systems that allow touch reading and writing, and special keyboards for navigating websites and applications across the internet. Tanvi Singhal is a Data Scientist within AWS Professional Services.

Enterprise 84

Enterprise Healthcare APIs Big data 84