AWS Machine Learning

NOVEMBER 3, 2022

Before you get started, refer to Part 1 for a high-level overview of the insurance use case with IDP and details about the data capture and classification stages. In Part 1, we saw how to use Amazon Textract APIs to extract information like forms and tables from documents, and how to analyze invoices and identity documents.

Analytics 95

Analytics APIs Healthcare Big data 95

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 113

Government Metrics Accountability APIs 113

AWS Machine Learning

OCTOBER 27, 2022

We can then call a Forecast API to create a dataset group and import data from the processed S3 bucket. We use the AutoPredictor API, which is also accessible through the Forecast console. For customized evaluation and analysis, you can also export the forecasted values to evaluate predictor quality metrics.

APIs 98

APIs Best practices Metrics Government 98

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 131

Finance APIs Analytics Scripts 131

JivoChat

JANUARY 31, 2023

There is where data analysis comes in, you can use the data your company has, and key performance indicators (KPIs) to indicate what path you should follow. The Data Analyst Course With the Data Analyst Course, you will be able to become a professional in this area, developing all the necessary skills to succeed in your career.

Analytics 75

Analytics APIs Scripts Big data 75

AWS Machine Learning

JUNE 25, 2024

He leads logs ingestion and structured logging capabilities within CloudWatch with the goal of making log analysis simpler and more powerful for our customers. With over 35 patents granted across various technology domains, she has a passion for continuous innovation and using data to drive business outcomes.

Metrics 129

Metrics APIs Government Big data 129

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. You can also use the FeatureGroup().put_record

Scripts 94

Scripts Engineering APIs Big data 94

AWS Machine Learning

NOVEMBER 27, 2024

Enterprises are facing challenges in accessing their data assets scattered across various sources because of increasing complexities in managing vast amount of data. Traditional search methods often fail to provide comprehensive and contextual results, particularly for unstructured data or complex queries.

Enterprise 114

Enterprise APIs Accountability Engineering 114

AWS Machine Learning

JULY 29, 2022

Amazon Comprehend is a fully managed service that can perform NLP tasks like custom entity recognition, topic modelling, sentiment analysis and more to extract insights from data without the need of any prior ML experience. To enable data parallelism, we need to define the distribution parameter in our Hugging Face estimator.

Scripts 104

Scripts APIs Big data Engineering 104

AWS Machine Learning

JULY 24, 2023

Patsnap provides a global one-stop platform for patent search, analysis, and management. They use big data (such as a history of past search queries) to provide many powerful yet easy-to-use patent tools. implement the model and the inference API. Specifically, Dockerfile and build.sh gpt2 and predictor.py client('sts').get_caller_identity()['Account']

APIs 88

APIs Engineering Construction Benchmark 88

AWS Machine Learning

SEPTEMBER 11, 2024

In terms of resulting speedups, the approximate order is programming hardware, then programming against PBA APIs, then programming in an unmanaged language such as C++, then a managed language such as Python. Analysis of publications containing accelerated compute workloads by Zeta-Alpha shows a breakdown of 91.5%

Benchmark 113

Benchmark Banking Analytics Big data 113

AWS Machine Learning

AUGUST 8, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing FMs from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral, Stability AI, and Amazon within a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Engineering 130

Engineering Accountability Feedback Construction 130

AWS Machine Learning

AUGUST 15, 2022

When processing a document with Amazon Textract, you can add the new queries feature to your analysis to specify what information you need. Document is a wrapper function used to help parse the JSON response from the API. It provides a high-level abstraction and makes the API output iterable and easy to get information out of.

Banking 95

Banking APIs Accountability Analytics 95

AWS Machine Learning

FEBRUARY 15, 2024

With the use of cloud computing, big data and machine learning (ML) tools like Amazon Athena or Amazon SageMaker have become available and useable by anyone without much effort in creation and maintenance. The Lambda function can be called from an application or Amazon API Gateway.

Metrics 128

Metrics Analytics APIs Big data 128

AWS Machine Learning

JUNE 24, 2022

This might be a triggering mechanism via Amazon EventBridge , Amazon API Gateway , AWS Lambda functions, or SageMaker Pipelines. In addition to the model endpoint, the CI/CD also tests the triggering infrastructure, such as EventBridge, Lambda functions, or API Gateway. Data lake and MLOps integration.

Enterprise 127

Enterprise Engineering Accountability APIs 127

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 82

APIs Scripts Engineering Technical Support 82

AWS Machine Learning

OCTOBER 16, 2024

Video data analysis with AI wasn’t required for generating detailed, accurate, and high-quality metadata. Andrew Shved , Senior AWS Prototyping Architect, helps customers build business solutions that use innovations in modern applications, big data, and AI.

Engineering 126

Engineering Metrics APIs Big data 126

Spearline

JANUARY 23, 2018

An API (Application Programming Interface) will enhance your utilisation of our platform. Our RESTful API provides your developers with the ability to create campaigns, add numbers, time groups, export data for every test run, every day, every hour, every minute if that’s what you need to put your arms around your business.

Benchmark 40

Benchmark Call flow APIs Big data 40

AWS Machine Learning

JUNE 15, 2022

Edge is a term that refers to a location, far from the cloud or a big data center, where you have a computer device (edge device) capable of running (edge) applications. How do I eliminate the need of installing a big framework like TensorFlow or PyTorch on my restricted device? Edge computing.

Transportation 96

Transportation APIs Big data Wireless 96

Hello Customer

JUNE 21, 2023

In 2018 we saw a similar evolution in the data space. Up until then, organizations often used big data warehouses to centralize all their data. The downside was that that data never fitted a specific use case: the finance department wants to see data in a different way than the product or marketing team.

Customer Experience 52

Customer Experience Engineering Feedback Finance 52

Xaqt

JUNE 22, 2020

Despite significant advancements in big data and open source tools, niche Contact Center Business Intelligence providers are still wed to their own proprietary tools leaving them saddled with technical debt and an inability to innovate from within. Your data lake creates the foundation for all downstream analysis and uses.

Call Center 52

Call Center Contact Center Analytics Engineering 52

Talkdesk

JANUARY 16, 2018

New developments in speech recognition and transcription technologies enable contact centers to seamlessly conduct keyword spotting, automatic NPS (Net Promoter Score) and deep analysis of recorded customer conversations. The latest innovations help businesses make better decisions by surfacing hidden insights from spoken information.

Analytics 40

Analytics Call Center Customer centricity Construction 40

Talkdesk

JANUARY 16, 2018

New developments in speech recognition and transcription technologies enable contact centers to seamlessly conduct keyword spotting, automatic NPS (Net Promoter Score) and deep analysis of recorded customer conversations. The latest innovations help businesses make better decisions by surfacing hidden insights from spoken information.

Analytics 40

Analytics Call Center Customer centricity Construction 40

Xaqt

FEBRUARY 6, 2020

Back then, Artificial Intelligence, APIs, Robotic Process Automation (RPA), and even "Big Data" weren't things yet. There are also drill-down reports that promise to let your managers slice and dice their data anyway they choose. Rewind it Back Let's take a look back to 2005 when "Web 2.0"

Contact Center 52

Contact Center Enterprise Call Center APIs 52

Natalie Petouhof

MAY 25, 2016

Compare your current abilities to deliver on that IoT customer lifecycle and plan for future possibilities by using a gap analysis process. Use the gap analysis to formulate the business case for transforming the customer IoT touch point journey. Ask the team: • What benefits can a new way of doing business provide?

Customer centricity 45

Customer centricity Technology Customer Experience Big data 45

SmartKarrot

JUNE 23, 2020

CS teams can then see this aggregate data to understand common patterns of usage, or look at specific journeys or user flows. Behaviour data is essential for behaviour analysis. It helps organise, segment and make sense of your raw behavioural data. Without analytics, collation of behavioural data is a waste.

Analytics 10

Analytics SaaS Upselling Entertainment 10

SmartKarrot

NOVEMBER 23, 2021

It enables analysis of data and problem solving by making use of computer science and robust datasets. RPA, also known as software robotics, uses automation technology to build, deploy, and manage software robots that take over back-office tasks of humans such as extracting data, filling forms, etc. Interpret big data.

Calibration 10

Calibration Automotive Big data Chatbots 10

AWS Machine Learning

JANUARY 26, 2024

Define strict data ingress and egress rules to help protect against manipulation and exfiltration using VPCs with AWS Network Firewall policies. He is passionate about building secure and scalable AI/ML and big data solutions to help enterprise customers with their cloud adoption and optimization journey to improve their business outcomes.

Best practices 140

Best practices Government Engineering Accountability 140

AWS Machine Learning

AUGUST 12, 2024

The Step Functions state machine is configured with an AWS Lambda function to retrieve data from the Splunk index using the Splunk Enterprise SDK for Python. The SPL query requested through this REST API call is scoped to only retrieve the data of interest. For Analysis type , choose Data Quality and Insights Report.

Engineering 128

Engineering APIs Healthcare Analytics 128

AWS Machine Learning

OCTOBER 23, 2024

Agent Creator is a versatile extension to the SnapLogic platform that is compatible with modern databases, APIs, and even legacy mainframe systems, fostering seamless integration across various data environments. Its low-code interface drastically reduces the time needed to develop generative AI applications.

Enterprise 90

Enterprise APIs Engineering Government 90

AWS Machine Learning

AUGUST 2, 2024

The DITEX department engaged with the Safety, Sustainability & Energy Transition team for a preliminary analysis of their pain points and deemed it feasible to use generative AI techniques to speed up the resolution of compliance queries faster. Since 2023, he has also been working on scaling the use of generative AI in all departments.

APIs 127

APIs Analytics Chatbots Engineering 127

AWS Machine Learning

NOVEMBER 19, 2024

We define an example analysis pipeline, specifically for lung cancer survival with clinical, genomics, and imaging modalities of biomarkers. They might need to: Preprocess programmatically a diverse set of input data, structured and unstructured, and extract biomarkers (radiomic/genomic/clinical and others).

APIs 82

APIs Healthcare Engineering Banking 82

AWS Machine Learning

NOVEMBER 12, 2024

Its suite of data-driven tools enables the management of agronomic field trials, the creation of digital crop nutrient prescriptions, and the promotion of sustainable agricultural practices. Current challenges in analyzing field trial data Agronomic field trials are complex and create vast amounts of data.

Analytics 123

Analytics APIs Engineering Technology 123