AWS Big Data

APRIL 3, 2024

By selecting the corresponding asset, you can understand its content through the readme, glossary terms , and technical and business metadata. We use this data source to import metadata information related to our datasets. Use Amazon DataZone APIs through Boto3 to push custom data quality metadata.

Data Quality 85

Data Quality Visualization Metadata Metrics 85

Domino Data Lab

APRIL 3, 2019

That’s a lot of priorities – especially when you group together closely related items such as data lineage and metadata management which rank nearby. DG emerges for the big data side of the world, e.g., the Alation launch in 2012. Allows metadata repositories to share and exchange. That would’ve been heresy in earlier years.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

Peter James Thomas

AUGUST 18, 2018

Overlapping with the above, from around 2012, I began to get involved in also designing and implementing Big Data Architectures; initially for narrow purposes and later Data Lakes spanning entire enterprises. This required additional investments in metadata. Of course some architectures featured both paradigms as well.

Data Lake 63

Data Lake Data Warehouse Data mining Statistics 63

AWS Big Data

SEPTEMBER 26, 2023

With Lake Formation, you can manage access control for your data lake data in Amazon Simple Storage Service (Amazon S3 ) and its metadata in AWS Glue Data Catalog in one place with familiar database-style features. AWS Lake Formation helps you centrally govern, secure, and globally share data for analytics and machine learning.

Data Lake 65

Data Lake Metadata Management Modeling 65

AWS Big Data

JUNE 6, 2023

Founded in 2012, SumUp is the financial partner for more than 4 million small merchants in over 35 markets worldwide, helping them start, run and grow their business. Data Catalog: We also wanted to automate a Glue Crawler to have metadata in a Data Catalog and be able to explore our files in S3 with Athena.

Analytics 55

Analytics Data Lake Testing Optimization 55

AWS Big Data

JUNE 13, 2023

Download the SAML metadata file. In the navigation pane under Clients , import the SAML metadata file. Download the Keycloak IdP SAML metadata file from that URL location. For Metadata document , upload the Keycloak IdP SAML metadata XML file you downloaded and saved to your local machine earlier. Choose Browse.

Metadata 52

Metadata Dashboards Business Intelligence Management 52

AWS Big Data

MAY 9, 2024

The objective is to create views in the Data Catalog so you can create a single common view schema and metadata object to use across engines (in this case, Athena). Solution overview For this post, we use the Women’s E-Commerce Clothing Review. Doing so lets you use the same views across your data lakes to fit your use case.

Data Lake 52

Data Lake Metadata Management Big Data 52

AWS Big Data

SEPTEMBER 6, 2023

. // It serves as a simple API Gateway to Kafka Proxy, accepting requests and forwarding them to a Kafka topic. withBody("Message successfully pushed to kafka"); } catch (Exception e) { // In case of exception, log the error message and return a 500 status code log.error(e.getMessage(), e); return response.withBody(e.getMessage()).withStatusCode(500);

Testing 93

Testing Metadata Cost-Benefit Management 93

AWS Big Data

APRIL 26, 2024

int '2' 'InstanceType': 'Ref': 'ClusterInstanceType' 'Market': 'ON_DEMAND' 'Name': 'Core' 'Outputs': 'ClusterId': 'Value': 'Ref': 'EmrCluster' 'Description': 'The ID of the EMR cluster' 'Metadata': 'AWS::CloudFormation::Designer': {} 'Rules': {} Trusted identity propagation is supported from Amazon EMR 6.15

Analytics 85

Analytics Data Lake Management Enterprise 85

AWS Big Data

MARCH 11, 2024

ORDERTOPIC" WHERE CAN_JSON_PARSE(kafka_value); The metadata column kafka_value that arrives from Amazon MSK is stored in VARBYTE format in Amazon Redshift. For this post, you use the JSON_PARSE function to convert kafka_value to a SUPER data type.

Analytics 65

Analytics Data Warehouse Optimization Metrics 65

AWS Big Data

DECEMBER 18, 2023

Amazon S3 hosts the metadata of all the tables as a.csv file. The pipeline uses the Step Functions distributed map to read the table metadata from Amazon S3, iterate on every single item, and call the downstream AWS Glue job in parallel to export the data. The following diagram illustrates the Step Functions workflow.

Metadata 117

Metadata Visualization Data Lake Data-driven 117

AWS Big Data

FEBRUARY 23, 2023

The metadata document from your IdP. To download it, refer to Federation Metadata Explorer. For Metadata document , upload the metadata document you downloaded as a prerequisite. For Federation metadata address , enter [link]. An AD user with permissions to manage AD FS and AD group membership. Choose Add provider.

Metadata 68

Metadata Dashboards Management Enterprise 68

AWS Big Data

SEPTEMBER 29, 2023

To analyze XML files stored in Amazon S3 using AWS Glue and Athena, we complete the following high-level steps: Create an AWS Glue crawler to extract XML metadata and create a table in the AWS Glue Data Catalog. We use the AWS Glue crawler to extract XML file metadata. We also use a custom XML classifier in this solution.

Metadata 65

Metadata Visualization Data-driven Optimization 65

Alation

JULY 7, 2022

In 2013 I joined American Family Insurance as a metadata analyst. I had always been fascinated by how people find, organize, and access information, so a metadata management role after school was a natural choice. The use cases for metadata are boundless, offering opportunities for innovation in every sector. The data scientist.

Metadata 52

Metadata Data-driven Insurance Statistics 52

AWS Big Data

AUGUST 28, 2023

An example is provided below ocsf-cuid-${/class_uid}-${/metadata/product/name}-${/class_name}-%{yyyy.MM.dd} Complete the following steps to install the index templates and dashboards for your data: Download the component_templates.zip and index_templates.zip files and unzip them on your local device. Set region as us-east-1.

Dashboards 52

Dashboards Visualization Metadata Management 52

AWS Big Data

JANUARY 22, 2024

Data as a product Treating data as a product entails three key components: the data itself, the metadata, and the associated code and infrastructure. For orchestration, they use the AWS Cloud Development Kit (AWS CDK) for infrastructure as code (IaC) and AWS Glue Data Catalogs for metadata management.

Data-driven 82

Data-driven Advertising Metadata Data Architecture 82

AWS Big Data

MARCH 22, 2023

The IdP metadata is displayed. In the SAML Certificates section, download the Federation Metadata XML file and the Certificate (Raw) file. For IdP SAML metadata under the Identity provider metadata section, choose Choose file. Choose the previously downloaded metadata file ( IIC-QuickSight.xml ). Choose Save.

Management 92

Management Metadata Enterprise Testing 92

O'Reilly on Data

JULY 25, 2023

To provide some coherence to the music, I decided to use Taylor Swift songs since her discography covers the time span of most papers that I typically read: Her main albums were released in 2006, 2008, 2010, 2012, 2014, 2017, 2019, 2020, and 2022. This choice also inspired me to call my project Swift Papers.

Consulting 246

Consulting Interactive Software IT 246

AWS Big Data

MARCH 1, 2024

An AWS Glue Crawler scans the above files and catalogs metadata about them into the AWS Glue Data Catalog. Select Create database , as shown in the following screenshot. Repeat the steps for creating other database like lobmarket and hr.

Data Lake 95

Data Lake Data Warehouse Management Risk 95

Domino Data Lab

AUGUST 8, 2019

The gist is, leveraging metadata about research datasets, projects, publications, etc., Once upon a time, circa 2012-ish, data science conferences were replete with talks about an industry hellbent on loading amazing enormous Big Data into some kind of data lake, and applying all kinds of odd astrophysics-ish approaches…for eventual PROFIT!

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

Domino Data Lab

JULY 22, 2019

I went to a meeting at Starbucks with the founder of Alation right before they launched in 2012, drawing on the proverbial back-of-the-napkin. We had Julia Lane talking about Coleridge Initiative and the work on Project Jupyter to support metadata and data governance and lineage. You started to see point solutions.

Data Science 109

Data Science Machine Learning Data Governance Modeling 109

Domino Data Lab

JUNE 2, 2019

I recall a “Data Drinkup Group” gathering at a pub in Palo Alto, circa 2012, where I overheard Pete Skomoroch talking with other data scientists about Kahneman’s work. Rather, they were beaming about Kahneman’s work and its significance in our field.

Data-driven 110

Data-driven Data Science Machine Learning Modeling 110

AWS Big Data

APRIL 28, 2023

When the IdP is created in the previous step, an event is added in an Amazon Simple Notification Service (Amazon SNS) topic with its details, such as name and SAML metadata. In the NNEDH control plane, a Lambda job is triggered by new events on this SNS topic.

Data Governance 65

Data Governance Management Data-driven Data Lake 65

AWS Big Data

MAY 4, 2023

Use the IdP metadata in block 4 and save the metadata file in.xml format (for example, metadata.xml ). Choose Choose file and upload the metadata file (.xml) Collect Okta information To gather your Okta information, complete the following steps: On the Sign On tab, choose View SAML setup instructions. Choose Add provider.

Finance 77

Finance Data Warehouse Sales Metadata 77

AWS Big Data

NOVEMBER 30, 2023

After you finish entering the required cluster metadata and create the resource, you can check the status for IdC integration in the properties. Note that when a new data warehouse is created, the IAM role specified for IdC integration is automatically attached to the provisioned cluster or Serverless Namespace.

Data Warehouse 77

Data Warehouse Finance Sales Management 77

O'Reilly on Data

MAY 21, 2019

Consider deep learning, a specific form of machine learning that resurfaced in 2011/2012 due to record-setting models in speech and computer vision. Metadata and artifacts needed for audits. Use ML to unlock new data types—e.g., images, audio, video. Tackle completely new use cases and applications.

Machine Learning 238

Machine Learning Technology Deep Learning Data Science 238

Edwin Chen

JANUARY 7, 2013

debates — Romney’s Binder (@RomneysBinder) October 17, 2012. The Storm topology attaches a spout to this Kafka queue, and the spout emits a tuple containing the query and other metadata (e.g., — Sohaib Athar (@ReallyVirtual) May 1, 2011. Or when Mitt Romney mentioned binders during the presidential debates.

Statistics 73

Statistics Machine Learning Advertising Metadata 73

Domino Data Lab

SEPTEMBER 9, 2019

Let’s analyze text data from the party conventions during the 2012 US Presidential elections. metadata=convention_df["speaker"]? ). Here’s an interactive visualization for understanding texts: scattertext , a product of the genius of Jason Kessler. get_data(). ? category="democrat",?. width_in_pixels=1000,?.

Deep Learning 110

Deep Learning Machine Learning Visualization Data Science 110