AWS Machine Learning

APRIL 24, 2024

The device metrics are stored in an Athena DB named "iot_ops_glue_db" in a table named "iot_device_metrics". The solution is integrated with AWS services such as Lambda for running code in response to API calls, Athena for querying datasets, OpenSearch Service for searching through knowledge bases, and Amazon S3 for storage.

APIs 86

APIs Engineering Metrics Management 86

AWS Machine Learning

MARCH 14, 2024

We formulated a Retrieval-Augmented-Generation (RAG) solution that would allow the PGA TOUR to create a prototype for a future fan engagement platform that could make its data accessible to fans in an interactive fashion in a conversational format. The SQL is run by Amazon Athena to return the relevant data.

Engineering 103

Engineering APIs Technology Finance 103

AWS Machine Learning

JUNE 22, 2023

is the leading cross-platform global game company that provides gambling products and services. Data preparation To extract data efficiently for training and testing, we utilize Amazon Athena and the AWS Glue Data Catalog. This post is co-written with Aruna Abeyakoon and Denisse Colin from Light and Wonder (L&W).

Automotive 84

Automotive Engineering Metrics Finance 84

AWS Machine Learning

MAY 25, 2023

An AWS Glue crawler creates or updates the AWS Glue Data Catalog from the uploaded file in the S3 bucket for an Amazon Athena table. QuickSight uses the Athena table dataset to create analyses and dashboards. For this solution, we use QuickSight for the business intelligence (BI) dashboard and Athena as the data source for QuickSight.

Automotive 72

Automotive Metrics Analytics APIs 72

Livepro

OCTOBER 2, 2018

This API will offer our clients the ability to connect the valuable insights with the QuickSight solution through AWS Athena to start producing easy to manage and use Dashboards. Yes, we definitely plan to integrate with other telephony platforms and CRMs. Do you have any plans to integrate with systems other than PureCloud?

APIs 40

APIs Best practices Management Customer Service 40

AWS Machine Learning

DECEMBER 14, 2023

Established in 2011, Talent.com aggregates paid job listings from their clients and public job listings, and has created a unified, easily searchable platform. Load processed features for a specified date range using SQL from an Amazon Athena table, then train and deploy the job recommender model. path_suffix='.parquet', path_suffix='.parquet',

Engineering 83

Engineering Scripts Technology Analytics 83

AWS Machine Learning

OCTOBER 4, 2022

At AWS, we sometimes work with customers who have selected our technology partner Snowflake to deliver a cloud data platform experience. Having a platform that can recall years and years of historical data is powerful—but how can you use this data to look ahead and use yesterday’s evidence to plan for tomorrow? Solution overview.

APIs 75

APIs Analytics Transportation Metrics 75

AWS Machine Learning

AUGUST 18, 2022

The solution is a combination of AWS services, primarily Lookout for Metrics, QuickSight, AWS Lambda , Amazon Athena , AWS Glue , and Amazon S3. An AWS Glue crawler analyzes the metadata, and creates tables in Athena. Use the combination of Athena and AWS Glue to discover and prepare the data for QuickSight. Choose Next.

Metrics 67

Metrics Scripts Accountability Best practices 67

AWS Machine Learning

FEBRUARY 29, 2024

AI’s growing influence in large organizations brings crucial challenges in managing AI platforms. These include developing a scalable and operationally efficient platform that adheres to organizational compliance and security standards. Deutsche Bahn has been at the forefront in adopting AI, using SageMaker Studio as a key AI platform.

APIs 101

APIs Construction Transportation Analytics 101

AWS Machine Learning

NOVEMBER 15, 2023

The use of this BI tool, with its native integrations to the existing data repositories made accessible by Amazon Athena , made the creation of visualizations to display the large-scale data relatively straightforward, and enabled self-service BI.

Analytics 112

Analytics Interactive Voice Response Average Handle Time Contact Center 112

AWS Machine Learning

DECEMBER 20, 2023

Use Amazon Athena to query structured OCSF log data from Amazon Simple Storage Service (Amazon S3) through AWS Glue tables managed by AWS LakeFormation. Implement the provided IAM policy and corresponding IAM trust policy for your SageMaker Studio Notebook instance to access all the necessary data in S3, Lake Formation, and Athena.

Engineering 107

Engineering Accountability Analytics Construction 107

AWS Machine Learning

MARCH 8, 2023

Marubeni Power International Inc (MPII) owns and invests in power business platforms in the Americas. Amazon Athena to provide developers and business analysts SQL access to the generated data for analysis and troubleshooting. MPII plans to build additional digital solutions to support new power business platforms.

Marketing 74

Marketing Analytics APIs Engineering 74

AWS Machine Learning

NOVEMBER 24, 2023

JuMa is a service of BMW Group’s AI platform for its data analysts, ML engineers, and data scientists that provides a user-friendly workspace with an integrated development environment (IDE). These platforms were too limited regarding CPU, GPU, and memory to allow the scalability of AI at BMW Group.

Engineering 73

Engineering Analytics Government Self service 73

SmartKarrot

FEBRUARY 18, 2022

Decision intelligence helps your organization evolve with decision-making using advanced technologies like ML , AI, Natural language queries, intelligent apps, and more to create comprehensive platforms. Their platform uses decision intelligence to suggest winning investment strategies for customers. Like what you are reading?

Banking 10

Banking Finance Healthcare SaaS 10

AWS Machine Learning

SEPTEMBER 29, 2022

Amazon SageMaker is a fully managed ML platform in the cloud that equips our enterprise customers with tools and resources to establish cost allocation measures and improve visibility into detailed cost and usage by your teams, business units, products, and more. Visualize the CUR using Amazon Athena and Amazon QuickSight.

Enterprise 72

Enterprise APIs Government Accountability 72

AWS Machine Learning

FEBRUARY 9, 2024

Challenges An AI platform administrator needs to provide standardized and easy access to FMs to multiple development teams. To query and visualize the data stored in Amazon S3, you have different options, including S3 Select , and Amazon Athena and Amazon QuickSight. Let’s go through the details of the architecture.

SaaS 130

SaaS APIs Government Accountability 130

AWS Machine Learning

JUNE 24, 2022

In addition to SageMaker services, data scientists can use other services to process the data, such as Amazon EMR , Amazon Athena , and AWS Glue , with notebooks stored and versioned in AWS CodeCommit repositories (see the following figure). The next step is to onboard new ML use cases and teams to the platform. Repeatable phase.

Enterprise 92

Enterprise Engineering Accountability APIs 92

AWS Machine Learning

NOVEMBER 15, 2022

Intelerad and Arterys are among the launch partners utilizing HealthLake Imaging to achieve higher scalability and viewing performance for their next-generation PACS systems and AI platform, respectively. HealthLake Analytics automatically normalizes raw health data from multiple disparate sources (e.g.

Analytics 77

Analytics Healthcare Engineering APIs 77

AWS Machine Learning

JULY 15, 2022

Users rely on platforms like Facebook and Twitter to consume news. The availability of thousands of pre-trained NLP models in hundreds of languages and with support for multiple frameworks provided by the community in platforms like Hugging Face Hub. Today, social media is a huge source of news. This is a large pre-trained model (1.6

Engineering 86

Engineering APIs Accountability Government 86

AWS Machine Learning

MARCH 22, 2023

Snowflake is a cloud data platform that provides data solutions for data warehousing to data science. You can import data from multiple data sources, such as Amazon Simple Storage Service (Amazon S3), Amazon Athena , Amazon Redshift , Amazon EMR , and Snowflake. Matt Marzillo is a Sr. Partner Sales Engineer at Snowflake.

APIs 81

APIs Engineering Analytics Scripts 81

Netomi

MARCH 10, 2022

Not all customer experience platforms are the same – some are more focused on a website’s visual design elements, while others are primarily focused on offering various forms of surveys. Sunshine, the “foundation beneath Zendesk,” is an open and flexible platform, built natively on AWS. Zendesk Sunshine’s key features.

Customer Experience 59

Customer Experience Analytics Surveys Feedback 59

AWS Machine Learning

NOVEMBER 7, 2022

This blog will not compare different platforms or services for EDA, but understand different steps in EDA, their cost considerations, and how Data Wrangler facilitates EDA in a cost-effective way. Managing the EDA platform and the underlying compute infrastructure involves expertise, effort, and cost. Labor cost and expertise.

Best practices 68

Best practices Engineering Analytics Benchmark 68

AWS Machine Learning

NOVEMBER 17, 2022

As data is growing at an exponential rate, organizations are looking to set up an integrated, cost-effective, and performant data platform in order to preprocess data, perform feature engineering, and build, train, and operationalize ML models at scale. Create an IAM group called data-platform-group. Choose Grant. About the Authors.

Engineering 64

Engineering Big data Accountability Analytics 64

AWS Machine Learning

AUGUST 1, 2022

The advantage of Feature Store is that the feature engineering logic is authored one time, and the features generated are stored on a central platform. Feature Store automatically creates an AWS Glue Data Catalog for the offline store, which enables us to run SQL queries against the offline data using Amazon Athena. References.

APIs 85

APIs Engineering Entertainment Healthcare 85

AWS Machine Learning

APRIL 6, 2023

Now, you can import data in-app from popular relational data stores such as Amazon Athena as well as third-party software as a service (SaaS) platforms supported by Amazon AppFlow such as Salesforce, SAP OData, and Google Analytics. In the first example, we demonstrate how to import data through Athena. Let’s get started.

SaaS 74

SaaS Engineering Analytics Management 74

AWS Machine Learning

JUNE 28, 2023

Previous to AWS Dan built enterprise SaaS platforms and time-series risk models used by institutional investors to manage risk and construct portfolios. You can edit the dataset in a spreadsheet, or directly inside Canvas using the user interface.

Construction 78

Construction Government SaaS Enterprise 78