AWS Big Data

DECEMBER 16, 2024

In the following steps, replace amzn-s3-demo-destination-bucket with the name of the S3 bucket. For Role name , enter a role name (for this post, GlueJobRole-demo ). On the Job Details tab, under Basic properties, specify the IAM role that the job will use ( GlueJobRole-demo ). An AWS Glue Data Catalog database. Choose Next.

Visualization 93

Visualization Data Processing Testing Publishing 93

AWS Big Data

NOVEMBER 7, 2024

Contact BladeBridge through Request demo and obtain an Analyzer key for your organization. For more details, refer to the BladeBridge Analyzer Demo. Refer to this BladeBridge documentation to get more details on SQL and expression conversion. This line ending also can be replaced with other breakers.

Data Warehouse 105

Data Warehouse Reporting Big Data Data Lake 105

AWS Big Data

JANUARY 6, 2025

In your Google Cloud project, youve enabled the following APIs: Google Analytics API Google Analytics Admin API Google Analytics Data API Google Sheets API Google Drive API For more information, refer to Amazon AppFlow support for Google Sheets. Refer to the Amazon Redshift Database Developer Guide for more details.

Analytics 98

Analytics Data Warehouse Big Data Metrics 98

AWS Big Data

OCTOBER 30, 2024

The S3 object path can reference a set of folders that have the same key prefix. Automate ingestion from a single data source With a auto-copy job, you can automate ingestion from a single data source by creating one job and specifying the path to the S3 objects that contain the data. You can drop auto-copy job using following command.

Data Warehouse 111

Data Warehouse Sales Data Lake Recreation/Entertainment 111

AWS Big Data

APRIL 9, 2025

Solution demo To demonstrate the exact match filter solution, we have ingested an individual asset loaded from the TPC-DS tables and also created data product bundling of assets. Refer to the product documentation to learn more about how to set up metadata rules for subscription and publishing workflows.

Metadata 111

Metadata Metrics Data-driven Cost-Benefit 111

O'Reilly on Data

MARCH 31, 2020

There may even be someone on your team who built a personalized video recommender before and can help scope and estimate the project requirements using that past experience as a point of reference. An AI pilot project, even one that sounds simple, probably won’t be something you can demo quickly. AI doesn’t fit that model.

Management 363

Management Machine Learning Experimentation Metrics 363

AWS Big Data

JANUARY 2, 2024

We also avoid the implementation details and packaging process of our test data generation application, referred to as the producer. log and publish them to a Kinesis Data Firehose delivery stream called kinesis-agent-demo : { "firehose.endpoint": "firehose.ap-southeast-2.amazonaws.com", southeast-2.amazonaws.com", southeast-2.amazonaws.com/producer:latest",

Testing 119

Testing Data Processing Metrics Publishing 119

Cloudera

JANUARY 20, 2021

In this last installment, we’ll discuss a demo application that uses PySpark.ML For more context, this demo is based on concepts discussed in this blog post How to deploy ML models to production. In this demo, half of this training data is stored in HDFS and the other half is stored in an HBase table. Serving The Model .

Machine Learning 115

Machine Learning Modeling Data Science Big Data 115

AWS Big Data

SEPTEMBER 13, 2023

AWS has invested in native service integration with Apache Hudi and published technical contents to enable you to use Apache Hudi with AWS Glue (for example, refer to Introducing native support for Apache Hudi, Delta Lake, and Apache Iceberg on AWS Glue for Apache Spark, Part 1: Getting Started ).

Data Lake 111

Data Lake Data Processing Metadata Snapshot 111

AWS Big Data

JUNE 2, 2023

We use AWS Glue , a fully managed, serverless, ETL (extract, transform, and load) service, and the Google BigQuery Connector for AWS Glue (for more information, refer to Migrating data from Google BigQuery to Amazon S3 using AWS Glue custom connectors ). If you don’t have one, refer to Amazon Redshift Serverless. An S3 bucket.

Metadata 135

Metadata Data Warehouse Big Data Analytics 135

AWS Big Data

AUGUST 16, 2023

Solution overview In this section, we present the solution architecture for the demo and explain the workflow. The historical application logs are stored in an S3 bucket for reference and for querying purposes. For this demo, MFA is not enabled. For additional details, refer to the Tableau licensing information.

Data Analytics 98

Data Analytics Analytics Visualization Software 98

AWS Big Data

MARCH 18, 2024

To create your namespace and workgroup, refer to Creating a data warehouse with Amazon Redshift Serverless. For this exercise, name your workgroup sandbox and your namespace adx-demo. To configure Query Editor v2 for your AWS account, refer to Data load made easy and secure in Amazon Redshift using Query Editor V2.

Data Warehouse 114

Data Warehouse Visualization Snapshot Data-driven 114

AWS Big Data

OCTOBER 10, 2024

Add a view that references a data lake table to a Redshift datashare When you create data lake tables that you intend to add to a datashare, the recommended and most common way to do this is to add a view to the datashare that references a data lake table or tables.

Data Lake 121

Data Lake Data Warehouse Recreation/Entertainment Data-driven 121

AWS Big Data

MARCH 6, 2025

Refer to IAM Identity Center identity source tutorials for the IdP setup. For more details, refer to Creating a workgroup with a namespace. Refer to Authorization servers for more information about authorization servers in Okta. For more information, refer to the CreateTokenWithIAM API reference.

Visualization 102

Visualization Sales Data Warehouse Management 102

AWS Big Data

MARCH 23, 2023

For additional information about roles, refer to Requirements for roles used to register locations. Refer to Registering an encrypted Amazon S3 location for guidance. For Target database , enter lf-demo-db. In the Athena query editor, run the following SELECT query on the shared table: SELECT * FROM "lf-demo-db"."consumer_iceberg"

Interactive 96

Interactive Snapshot Data Lake Software 96

AWS Big Data

JULY 27, 2023

As shown in the following reference architecture, DynamoDB table data changes are streamed into Amazon Redshift through Kinesis Data Streams and Amazon Redshift streaming ingestion for near-real-time analytics dashboard visualization using Amazon QuickSight. For instructions, refer to Create a sample Amazon Redshift cluster.

Data Warehouse 98

Data Warehouse Analytics Metadata Dashboards 98

AWS Big Data

AUGUST 21, 2024

For more information, refer to Amazon Redshift adds new AI capabilities, including Amazon Q, to boost efficiency and productivity. Refer to Managing IAM roles created for a cluster using the console for instructions. Set up an AWS Identity and Access Management (IAM) role as the default IAM role.

Optimization 109

Optimization Data Lake Data Warehouse Cost-Benefit 109

DataRobot

AUGUST 25, 2021

Preprocessing refers to mitigation methods applied to the training dataset before a model is trained on it. In-processing refers to mitigation techniques incorporated into the model training process itself. Request a Demo. Altering weights on rows of the data to achieve greater parity in assigned outcomes is one example.

Metrics 98

Metrics Measurement Machine Learning Data Collection 98

O'Reilly on Data

NOVEMBER 28, 2023

Second, while OpenAI’s GPT-4 announcement last March demoed generating website code from a hand-drawn sketch, that capability wasn’t available until after the survey closed. Third, while roughing out the HTML and JavaScript for a simple website makes a great demo, that isn’t really the problem web designers need to solve.

Enterprise 342

Enterprise Modeling Testing Reporting 342

AWS Big Data

FEBRUARY 24, 2023

Before proceeding with the demo, create a folder named custdata under the created S3 bucket. For Data stream name , enter demo-data-stream. Wait for successful creation of demo-data-stream and for it to be in Active status. Select the Kinesis data stream demo-data-stream. Choose Create data stream.

Data Lake 98

Data Lake Metadata Testing Data Warehouse 98

AWS Big Data

APRIL 12, 2024

Streaming data refers to data that is continuously generated from a variety of sources. For instructions, refer to the following: Generate the private key Generate a public key Store the private and public keys securely Assign the public key to a Snowflake user Verify the user’s public key fingerprint An S3 bucket for error logging.

Data Architecture 119

Data Architecture IoT Internet of Things Recreation/Entertainment 119

AWS Big Data

JULY 17, 2023

Refer to Setting up roles and users in Amazon OpenSearch Ingestion to get more details on roles and permissions required to use OpenSearch Ingestion. In the demo, you use the AWS Cloud9 EC2 instance profile’s credentials to sign requests sent to OpenSearch Ingestion. For this post, select Public access under Network.

Management 98

Management Analytics Data Processing Metrics 98

DataRobot

MARCH 10, 2021

This effect is referred to as operational transparency. Request a demo. The research participants also reported more willingness to pay for the services, a perception of higher quality, and a greater likelihood to use the site again. See DataRobot in Action. The post Humans and AI: Should We Describe AI as Autonomous?

Machine Learning 145

Machine Learning Experimentation Key Performance Indicator Reporting 145

DataRobot

JULY 16, 2021

Accuracy — this refers to a subset of model performance indicators that measure a model’s aggregated errors in different ways. Speed — for model performance, speed refers to the time it takes to use a model to score a prediction. Request a demo. AI You Can Trust. The post How to Build Trust in AI appeared first on DataRobot.

Machine Learning 98

Machine Learning Uncertainty Modeling Measurement 98

CIO Business Intelligence

OCTOBER 19, 2023

Donna and other executive leaders were deeply involved in our strategy, vision, and execution, including participating in early product demos and weekly check-ins,” says Peterson, noting that their involvement was critical to maintaining focus and removing roadblocks to execution. “I

Consulting 137

Consulting Digital Transformation Technology Strategy 137

AWS Big Data

MARCH 25, 2025

For an active-active setup, refer to Create an active-active setup using MSK Replicator. However, for the purpose of the demo, we are using console producer and consumers, so our clients are already stopped. For more information, refer to What is Amazon MSK Replicator?

Metrics 107

Metrics Testing Management Risk 107

O'Reilly on Data

MARCH 23, 2023

Bard Google’s code name for its chat-oriented search engine, based on their LaMDA model, and only demoed once in public. There’s a very important difference between these two almost identical sentences: in the first, “it” refers to the cup. In the second, “it” refers to the pitcher. These are questions we can’t not answer.

IT 348

IT Modeling Testing Risk 348

AWS Big Data

JANUARY 9, 2024

To learn more about semantic search and cross-modal search and experiment with a demo of the Compare Search Results tool, refer to Try semantic search with the Amazon OpenSearch Service vector engine. To learn more, refer to Byte-quantized vectors in OpenSearch.

Visualization 119

Visualization Cost-Benefit Modeling Machine Learning 119

Rocket-Powered Data Science

JULY 19, 2023

If my explanation above is the correct interpretation of the high percentage, and if the statement refers to successfully deployed applications (i.e., A similarly high percentage of tabular data usage among data scientists was mentioned here.

Data-driven 188

Data-driven Enterprise Analytics Machine Learning 188

AWS Big Data

MAY 30, 2023

Traditional batch ingestion and processing pipelines that involve operations such as data cleaning and joining with reference data are straightforward to create and cost-efficient to maintain. Solution overview For our example use case, streaming data is coming through Amazon Kinesis Data Streams , and reference data is managed in MySQL.

Data Lake 98

Data Lake Data Analytics Analytics Data Processing 98

AWS Big Data

JULY 28, 2023

To learn more about auto-mounting of the Data Catalog in Amazon Redshift, refer to Querying the AWS Glue Data Catalog. For this post, we add full AWS Glue, Amazon Redshift, and Amazon S3 permissions for demo purposes. For more information, refer to Changing the default settings for your data lake.

Data Lake 94

Data Lake Data Governance Data Warehouse Modeling 94

AWS Big Data

AUGUST 15, 2024

If you don’t have one, refer to How do I create and activate a new AWS account? If you’re new to Amazon DataZone, refer to Getting started. To understand how to associate multiple accounts and consume the subscribed assets using Amazon Athena , refer to Working with associated accounts to publish and consume data.

Data Lake 122

Data Lake Data Warehouse Data Governance Publishing 122

Smart Data Collective

AUGUST 14, 2019

Check every free trial and demo to make sure you have covered all your bases. This refers to everything from having a great SEO app, meta titles, descriptions, and social images. Then sign up and take free tours and demos to be sure your user experience matches your company vision. Some AI tools make it easier to develop them.

Data Processing 99

Data Processing Optimization Testing IT 99

AWS Big Data

JUNE 26, 2024

If you’re new to Amazon DataZone, refer to Getting started. Otherwise, refer to Create domains for instructions to set up a domain. For instructions, refer to Request association with other AWS accounts. If you don’t already have an existing AWS Glue database setup, refer to Create a database.

Data Lake 119

Data Lake Data Warehouse Unstructured Data Data Governance 119

CIO Business Intelligence

APRIL 18, 2022

The challenge with this approach is that companies end up in what we refer to as the ‘digital trap. Although Young “talked to some people” before hiring the provider, he acknowledges that officials could have dug deeper and found people the company didn’t refer them to for references.

Digital Transformation 145

Digital Transformation Dashboards Cost-Benefit Consulting 145

Cloudera

NOVEMBER 17, 2021

In recognition of the diverse workload that data scientists face, Cloudera’s library of Applied ML Prototypes (AMPs) provide Data Scientists with pre-built reference examples and end-to-end solutions, using some of the most cutting edge ML methods, for a variety of common data science projects.

Machine Learning 124

Machine Learning Visualization Data Science Dashboards 124

AWS Big Data

NOVEMBER 29, 2023

To learn more, refer to About dbt models. To learn more, refer to Materializations and Incremental models. Install dbt and the dbt CLI with the following code: $ pip3 install --no-cache-dir dbt-core For more information, refer to How to install dbt , What is dbt? , Data engineers define dbt models for their data representations.

Data Lake 122

Data Lake Management Metrics Data Warehouse 122