AWS Machine Learning

OCTOBER 31, 2023

This post was co-written with Anthony Medeiros, Manager of Solutions Engineering and Architecture for North America Artificial Intelligence, and Blake Santschi, Business Intelligence Manager, from Schneider Electric. These filings are available directly on SEC EDGAR or through CorpWatch API.

Healthcare 108

Healthcare APIs Engineering Accountability 108

AWS Machine Learning

JANUARY 5, 2024

Wipro further accelerated their ML model journey by implementing Wipro’s code accelerators and snippets to expedite feature engineering, model training, model deployment, and pipeline creation. Wipro has used the input filter and join functionality of SageMaker batch transformation API.

Management 117

Management APIs Engineering Government 117

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 120

APIs Healthcare Scripts Enterprise 120

OrecX

JUNE 18, 2020

Oreka AC ( Audio Capture ) provides stereo/dual channel audio recording which meets the broadest set of use cases to achieve better analytics results. Only with dual-channel, speaker separated audio can the transcription engine clearly distinguish the agent's voice from the customers'.

APIs 96

APIs Engineering Analytics Call Center 96

AWS Machine Learning

OCTOBER 18, 2023

The solution uses the following services: Amazon API Gateway is a fully managed service that makes it easy for developers to publish, maintain, monitor, and secure APIs at any scale. Purina’s solution is deployed as an API Gateway HTTP endpoint, which routes the requests to obtain pet attributes.

APIs 101

APIs Metrics Consulting Consulting 101

delighted

DECEMBER 3, 2021

Great examples of automated distribution include survey integrations and Application Programming Interface (API) connections. And, setting up APIs can link two applications to one another for data sharing/interacting purposes, making manual uploads a thing of the past. Create custom APIs for more complex use cases. Not to worry!

Surveys 97

Surveys APIs SaaS Engineering 97

AWS Machine Learning

JUNE 13, 2023

The combination of large language models (LLMs), including the ease of integration that Amazon Bedrock offers, and a scalable, domain-oriented data infrastructure positions this as an intelligent method of tapping into the abundant information held in various analytics databases and data lakes.

APIs 78

APIs Finance Engineering Analytics 78

AWS Machine Learning

AUGUST 17, 2022

Streaming APIs : The streaming APIs ( PutEvents , PutUsers , and PutItems ) are designed to incrementally update each respective dataset in real-time. This data is then ingested via the PutEvents API, which incrementally updates your interactions dataset. CreateDatasetImportJob. DescribeDatasetImportJob. ListDatasetImportJob.

Personalization 83

Personalization APIs Enterprise Engineering 83

AWS Machine Learning

APRIL 19, 2023

They use the DJL PyTorch engine to initialize the model predictor. The DJL continues to grow in its ability to support different hardware, models, and engines. The architecture of DJL is engine agnostic. When the DJL loads, it finds all the engine implementations available in the class path using Java’s ServiceLoader.

Engineering 81

Engineering APIs Scripts Education 81

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 81

APIs Benchmark Best practices Engineering 81

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. ML engineers refine these foundational features, tailoring them for mature ML workflows. Their task is to construct and oversee efficient data pipelines.

Accountability 112

Accountability Government Engineering Scripts 112

AWS Machine Learning

JANUARY 6, 2023

Prior to building this centralized platform, TR had a legacy rules-based engine to generate renewal recommendations. The rules in this engine were predefined and written in SQL, which aside from posing a challenge to manage, also struggled to cope with the proliferation of data from TR’s various integrated data source. Conclusion.

Personalization 71

Personalization APIs Engineering Enterprise 71

AWS Machine Learning

DECEMBER 29, 2022

You can quickly launch the familiar RStudio IDE and dial up and down the underlying compute resources without interrupting your work, making it easy to build machine learning (ML) and analytics solutions in R at scale. Users can also interact with data with ODBC, JDBC, or the Amazon Redshift Data API. Prerequisites.

APIs 111

APIs Engineering Analytics Scripts 111

AWS Machine Learning

NOVEMBER 8, 2023

We have developed a MONAI Deploy connector to AHI to integrate medical imaging AI applications with subsecond image retrieval latencies at scale powered by cloud-native APIs. AHI provides API access to ImageSet metadata and ImageFrames. Metadata contains all DICOM attributes in a JSON document.

Healthcare 102

Healthcare APIs Enterprise Engineering 102

Cisco - Contact Center

JANUARY 10, 2023

Define – Business Model Innovation / Industry Transformation, Machine 2 Machine; Augmented Decisions / Self Learning Analytics; Inventory Digital Assets; New Growth and Constant Innovation. Cybersecurity Readiness Assessment. To stay competitive, financial institutions are increasingly adopting cloud, mobility and the latest technologies.

Banking 145

Banking Enterprise APIs Contact Center 145

AWS Machine Learning

NOVEMBER 30, 2023

When ML models deployed on instances receive API calls from a large number of clients, a random distribution of requests can work very well when there is not a lot of variability in your requests and responses. Deepti Ragha is a Software Development Engineer in the Amazon SageMaker team. Outside of work, he enjoys the outdoors.

Engineering 95

Engineering APIs Benchmark Enterprise 95

Natalie Petouhof

APRIL 7, 2016

Foundational things like: APIs that matter, are easy to integrate and are standards-based. A place where they can easily test their concepts, have robust test data analytics and get instant access to prove their ideas. It isn’t just about APIs, SDKs or toolkits. It’s about working together to solve problems.

APIs 40

APIs Finance Banking Engineering 40

AWS Machine Learning

DECEMBER 21, 2022

Amazon SageMaker Feature Store is a purpose-built feature management solution that helps data scientists and ML engineers securely store, discover, and share curated data used in training and prediction workflows. Apache Iceberg is an open table format for very large analytic datasets. Note you will need to use Athena engine version 3.

Scripts 80

Scripts Engineering APIs Big data 80

AWS Machine Learning

OCTOBER 4, 2022

You previously had to rely on personally identifiable information (PII) rules engines that could flag false positives or miss data, or you had to build and maintain custom machine learning (ML) models to identify PII in your streaming data. Total cost for identifying log records with PII using ContainsPiiEntities API = $0.1

APIs 91

APIs Banking Analytics Engineering 91

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 78

APIs Banking SaaS Engineering 78

AWS Machine Learning

NOVEMBER 21, 2023

It can also be used as a standard REST API if deployed together with an AWS Lambda function and API gateway, which can be integrated with any web applications. He creates solutions that enable engineers and scientists to harness the full potential of MATLAB and Simulink in cloud-based environments.

Engineering 93

Engineering APIs Scripts Automotive 93

AWS Machine Learning

DECEMBER 1, 2022

These platforms help farmers make sense of their data by integrating information from multiple sources for use in visualization and analytics applications. These differences in satellite images and frequencies also lead to differences in API capabilities and features.

APIs 80

APIs Analytics Engineering Technology 80

AWS Machine Learning

SEPTEMBER 9, 2022

This is Part 2 of a series on using data analytics and ML for Amp and creating a personalized show recommendation list platform. Refer to Part 1 to learn how behavioral data was collected and processed using the data and analytics systems. Solution overview. Real-time inference.

Personalization 79

Personalization APIs Engineering Metrics 79

AWS Machine Learning

AUGUST 4, 2023

When a version of the model in the Amazon SageMaker Model Registry is approved, the endpoint is exposed as an API with Amazon API Gateway using a custom Salesforce JSON Web Token (JWT) authorizer. frameworks to restrict client access to your APIs. For API Name , leave as default (it’s automatically populated).

APIs 85

APIs Scripts Management Accountability 85

AWS Machine Learning

NOVEMBER 27, 2023

Let’s invoke the Amazon OpenSearch API to search relevant documents for the generated vector embeddings. The same feature engineering code is often run again and again, wasting time and compute resources on repeating the same operations. His knowledge ranges from application architecture to big data, analytics, and machine learning.

Engineering 79

Engineering APIs Big data Accountability 79

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 102

Scripts APIs Government Analytics 102

AWS Machine Learning

NOVEMBER 17, 2022

If the current energy consumption deviates too much from the optimal point, ELC provides an action to adjust internal process variables to optimize energy efficiency based on analytical models. Yara has built APIs using Amazon API Gateway to expose the sensor data to applications such as ELC. ELC is hosted in the cloud.

APIs 96

APIs Accountability Metrics Engineering 96

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 83

APIs Enterprise Chatbots Accountability 83

AWS Machine Learning

SEPTEMBER 19, 2023

The key components of the technical architecture are as follows: Data storage and analytics – The quarterly financial earning recordings as audio files, financial annual reports as PDF files, and S&P stock data as CSV files are hosted on Amazon Simple Storage Service (Amazon S3). Data exploration on stock data is done using Athena.

Marketing 108

Marketing APIs Engineering Analytics 108

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. Maintainability – The platform’s architecture and code base should be well organized, modular, and maintainable.

Healthcare 95

Healthcare Government Engineering APIs 95

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 110

Engineering Accountability Construction APIs 110

AWS Machine Learning

MARCH 13, 2023

This post is co-written with Mahima Agarwal, Machine Learning Engineer, and Deepak Mettem, Senior Engineering Manager, at VMware Carbon Black VMware Carbon Black is a renowned security solution offering protection against the full spectrum of modern cyberattacks. Amazon SNS is fully managed pub/sub service for A2A and A2P messaging.

Engineering 88

Engineering APIs Metrics Management 88

AWS Machine Learning

JULY 24, 2023

This blog post was co-authored, and includes an introduction, by Zilong Bai, senior natural language processing engineer at Patsnap. Because there is no such existing feature in a patent search engine (to their best knowledge), Patsnap believes adding this feature will increase end-user stickiness. gpt2 and predictor.py client('sts').get_caller_identity()['Account']

APIs 72

APIs Engineering Construction Benchmark 72

AWS Machine Learning

FEBRUARY 6, 2023

As an AWS Partner, Talkdesk is using AI capabilities like Amazon Transcribe , a speech-to-text service, with the Talkdesk Agent Assist and Talkdesk Customer Experience Analytics products across a number of languages and accents. The connector was built by using the Amazon Lex Model Building API with the AWS SDK for Java 2.x.

Cloud contact 73

Cloud contact Self service Contact Center Virtual Agent 73

Help Scout

SEPTEMBER 2, 2021

Working with users who want to design sites using our API. Triaging technical tickets and bugs before they are sent to our engineering team. Working closely with product and engineering teams to prioritize customer solutions. HTML, CSS, JavaScript, APIs, and debugging tools (i.e., Monday, Technical Support Engineer. .

Technical Support 102

Technical Support Engineering APIs Education 102

AWS Machine Learning

FEBRUARY 14, 2024

Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API. Prompt engineering makes generative AI applications more efficient and effective.

Engineering 123

Engineering Chatbots Accountability Enterprise 123

AWS Machine Learning

JUNE 13, 2023

In other words, it is a search engine that specializes in internal information. Search engine (finding information) – Because Amazon Kendra has a search page for usability testing , we were able to quickly test the usability of the search engine immediately after loading documents to see what kind of knowledge could be found.

Chatbots 84

Chatbots Engineering Enterprise APIs 84