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

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. An AWS account with permissions to create AWS Identity and Access Management (IAM) policies and roles.

APIs 90

APIs Engineering Analytics Scripts 90

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

JUNE 3, 2024

Run a Data Quality and Insights report After you import the dataset, the SageMaker Data Wrangler data flow will open. You can run a Data Quality and Insights Report, which will perform an analysis of the data to determine potential issues to address during data preparation. Choose Create model.

Surveys 108

Surveys Metrics Analytics Engineering 108

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 Big data Scripts 75

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 86

Analytics APIs Healthcare Big data 86

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 109

Engineering APIs Healthcare Analytics 109

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 120

Finance APIs Analytics Big data 120

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 113

Metrics APIs Government Big data 113

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 91

Government Metrics Accountability APIs 91

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 83

Scripts Engineering APIs Big data 83

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 93

Scripts APIs Big data Engineering 93

Balto

JANUARY 14, 2025

But modern analytics goes beyond basic metricsit leverages technologies like call center data science, machine learning models, and big data to provide deeper insights. Predictive Analytics: Uses historical data to forecast future events like call volumes or customer churn. angry, confused).

Call Center 52

Call Center Analytics Average Handle Time Big data 52

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 75

APIs Engineering Construction Benchmark 75

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 113

Engineering Accountability Feedback Construction 113

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

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 92

Benchmark Banking Analytics Big data 92

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 108

Enterprise Engineering Accountability APIs 108

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 110

Metrics Analytics APIs Big data 110

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 70

APIs Scripts Engineering Technical Support 70

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 86

Transportation APIs Big data Wireless 86

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

AWS Machine Learning

AUGUST 13, 2024

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case. Lastly, the Lambda function stores the question list in Amazon S3.

Healthcare 126

Healthcare APIs Consulting Consulting 126

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 136

Best practices Government Engineering Accountability 136

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

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 84

Banking APIs Accountability Analytics 84

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

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 67

APIs Healthcare Engineering Banking 67

AWS Machine Learning

APRIL 2, 2025

In this context, the term tools refer to external capabilities or APIs that the model can access and interact with to extend its functionality beyond text-based responses. By planning, the LLM can break down a complex question into manageable steps, making sure that the right APIs are called in the correct order.

APIs 95

APIs Engineering Analytics Healthcare 95

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 103

Analytics APIs Engineering Technology 103

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 95

Enterprise APIs Accountability Engineering 95

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 110

Engineering Metrics APIs Big data 110