AWS Big Data

MARCH 1, 2024

One of the bank’s key challenges related to strict cybersecurity requirements is to implement field level encryption for personally identifiable information (PII), Payment Card Industry (PCI), and data that is classified as high privacy risk (HPR). Only users with required permissions are allowed to access data in clear text.

Data Lake 102

Data Lake Data Warehouse Risk Management 102

AWS Big Data

APRIL 30, 2024

Amazon Q Developer can now generate complex data integration jobs with multiple sources, destinations, and data transformations. His team works on distributed systems & new interfaces for data integration and efficiently managing data lakes on AWS. Configure an IAM role to interact with Amazon Q.

Data Integration 104

Data Integration Data Lake Data Warehouse Software 104

AWS Big Data

SEPTEMBER 4, 2024

This solution also allows you to update certain fields of the account object in the data lake and push it back to Salesforce. To achieve this, you create two ETL jobs using AWS Glue with the Salesforce connector, and create a transactional data lake on Amazon S3 using Apache Iceberg.

Data Integration 79

Data Integration Data Lake Data-driven Cost-Benefit 79

AWS Big Data

FEBRUARY 15, 2024

You might be modernizing your data architecture using Amazon Redshift to enable access to your data lake and data in your data warehouse, and are looking for a centralized and scalable way to define and manage the data access based on IdP identities. For IAM role , choose a Lake Formation user-defined role.

Management 91

Management Data Lake Sales Data Warehouse 91

AWS Big Data

APRIL 26, 2024

Set up EMR Studio In this step, we demonstrate the actions needed from the data lake administrator to set up EMR Studio enabled for trusted identity propagation and with IAM Identity Center integration. On the Lake Formation console, choose Data lake permissions under Permissions in the navigation pane.

Analytics 97

Analytics Data Lake Management Enterprise 97

AWS Big Data

JUNE 26, 2024

New feature: Custom AWS service blueprints Previously, Amazon DataZone provided default blueprints that created AWS resources required for data lake, data warehouse, and machine learning use cases. You can build projects and subscribe to both unstructured and structured data assets within the Amazon DataZone portal.

Data Lake 91

Data Lake Data Warehouse Unstructured Data Data Governance 91

Peter James Thomas

AUGUST 18, 2018

That was the Science, here comes the Technology… A Brief Hydrology of Data Lakes. 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.

Data Lake 63

Data Lake Data Warehouse Data mining Statistics 63

AWS Big Data

AUGUST 5, 2024

These business units have varying landscapes, where a data lake is managed by Amazon Simple Storage Service (Amazon S3) and analytics workloads are run on Amazon Redshift , a fast, scalable, and fully managed cloud data warehouse that allows you to process and run your complex SQL analytics workloads on structured and semi-structured data.

Data Lake 84

Data Lake Finance Sales Management 84

AWS Big Data

SEPTEMBER 26, 2024

In this blog post, there are three personas: Data Lake Administrator (with admin level access) User Silver from the Data Engineering group User Lead Auditor from the Auditor group. You will see how different personas in an organization can access the data without the need to modify their existing enterprise entitlements.

Data Governance 93

Data Governance Enterprise Management Data Lake 93

AWS Big Data

NOVEMBER 11, 2024

Sesha Sanjana Mylavarapu is an Associate Data Lake Consultant at AWS Professional Services. She specializes in cloud-based data management and collaborates with enterprise clients to design and implement scalable data lakes. For instructions, see Creating an IAM role (console).

Snapshot 86

Snapshot Strategy Dashboards Data Lake 86

AWS Big Data

DECEMBER 20, 2024

Jumia is a technology company born in 2012, present in 14 African countries, with its main headquarters in Lagos, Nigeria. After the tables are created, the second task transfers HDFS data to a landing bucket in Amazon S3 using AWS DataSync to sync customer data. The following diagram illustrates the architecture.

Metadata 100

Metadata Data-driven Snapshot Data Lake 100

AWS Big Data

DECEMBER 21, 2023

As the volume and complexity of analytics workloads continue to grow, customers are looking for more efficient and cost-effective ways to ingest and analyse data. Attach the AWS managed policy GlueServiceRole. Attach the following policy to the role.

Analytics 98

Analytics IT Data Lake Visualization 98

AWS Big Data

OCTOBER 23, 2023

Modern applications store massive amounts of data on Amazon Simple Storage Service (Amazon S3) data lakes, providing cost-effective and highly durable storage, and allowing you to run analytics and machine learning (ML) from your data lake to generate insights on your data.

Data Lake 104

Data Lake Visualization Optimization Interactive 104

Sisense

DECEMBER 11, 2019

The company has integrated data analysis throughout its organization to power decision making. From a startup in 2012, it is now valued at $3.2 Optimizing data pipelines: How Kongregate uses Periscope Data. Diving deeper into the datasphere: Data lakes — best practices. A true unicorn.

Data Lake 80

Data Lake Big Data Sales Data-driven 80

AWS Big Data

JANUARY 30, 2023

Many customers need an ACID transaction (atomic, consistent, isolated, durable) data lake that can log change data capture (CDC) from operational data sources. There is also demand for merging real-time data into batch data. Delta Lake framework provides these two capabilities. Choose Create policy.

Insurance 74

Insurance Data Lake Data-driven Management 74

AWS Big Data

NOVEMBER 21, 2024

Abishek Shankar is a software engineer on the AWS Lake Formation team, working on providing managed optimization solutions for Iceberg tables. Shyam Rathi is a Software Development Manager on the AWS Lake Formation team, working on delivering new features and enhancements related to modern data lakes. Choose Permissions.

Optimization 98

Optimization Snapshot Metadata Software 98

AWS Big Data

JANUARY 6, 2025

Amazon Redshift is a fast, scalable, and fully managed cloud data warehouse that allows you to process and run your complex SQL analytics workloads on structured and semi-structured data. It also helps you securely access your data in operational databases, data lakes, or third-party datasets with minimal movement or copying of data.

Analytics 83

Analytics Data Warehouse Metrics Big Data 83

AWS Big Data

NOVEMBER 14, 2024

Note that the extra package ( delta-iceberg ) is required to create a UniForm table in AWS Glue Data Catalog. The extra package is also required to generate Iceberg metadata along with Delta Lake metadata for the UniForm table. He’s passionate about helping customers use Apache Iceberg for their data lakes on AWS.

Metadata 99

Metadata Data Warehouse Big Data Data Lake 99

AWS Big Data

MARCH 12, 2024

In recent years, data lakes have become a mainstream architecture, and data quality validation is a critical factor to improve the reusability and consistency of the data. Create and attach a new inline policy ( AWSGlueDataQualityBucketPolicy ) with the following content.

Data Quality 92

Data Quality Measurement Testing Visualization 92

AWS Big Data

OCTOBER 30, 2024

Eren Baydemir , a Technical Product Manager at AWS, has 15 years of experience in building customer-facing products and is currently focusing on data lake and file ingestion topics in the Amazon Redshift team. He was the CEO and co-founder of DataRow, which was acquired by Amazon in 2020.

Data Warehouse 81

Data Warehouse Sales Data Lake Recreation/Entertainment 81

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. Unless, of course, the rest of their data also resides in the Google Cloud. The Data Science teams also use this data for churn prediction and CLTV modeling.

Analytics 59

Analytics Data Lake Testing Optimization 59

AWS Big Data

APRIL 20, 2023

For sales across multiple markets, the product sales data such as orders, transactions, and shipment data is available on Amazon S3 in the data lake. The data engineering team can use Apache Spark with Amazon EMR or AWS Glue to analyze this data in Amazon S3. enableHiveSupport().getOrCreate()

Data Lake 73

Data Lake Data Warehouse Sales Data-driven 73

AWS Big Data

JUNE 13, 2023

Vamsi Bhadriraju is a Data Architect at AWS. He works closely with enterprise customers to build data lakes and analytical applications on the AWS Cloud. Srikanth Baheti is a Specialized World Wide Principal Solutions Architect for Amazon QuickSight.

Metadata 52

Metadata Dashboards Business Intelligence Data Lake 52

AWS Big Data

JULY 25, 2024

AWS Data Pipeline helps customers automate the movement and transformation of data. With Data Pipeline, customers can define data-driven workflows, so that tasks can be dependent on the successful completion of previous tasks. You can visually create, run, and monitor ETL pipelines to load data into your data lakes.

Visualization 93

Visualization Management Data Integration Testing 93

AWS Big Data

DECEMBER 13, 2023

Apache Kafka is an open-source distributed event streaming platform used by thousands of companies for high-performance data pipelines, streaming analytics, data integration, and mission-critical applications. We deploy Debezium MySQL source Kafka connector on Amazon MSK Connect.

Data Warehouse 100

Data Warehouse Snapshot Data Processing Internet of Things 100

AWS Big Data

APRIL 19, 2023

He is passionate about big data and data analytics. Sandeep Singh is a Lead Consultant at AWS ProServe, focused on analytics, data lake architecture, and implementation. He helps enterprise customers migrate and modernize their data lake and data warehouse using AWS services.

Metadata 75

Metadata Testing Data Lake Consulting 75

AWS Big Data

AUGUST 27, 2024

His background is in data warehouse/data lake – architecture, development and administration. He is in data and analytical field for over 14 years. Ramesh Raghupathy is a Senior Data Architect with WWCO ProServe at AWS. While not at work, Ramesh enjoys traveling, spending time with family, and yoga.

Metrics 77

Metrics Dashboards Data Lake Optimization 77

BizAcuity

MAY 10, 2022

2012: Amazon Redshift, the first of its kind cloud-based data warehouse service comes into existence. Google launches BigQuery, its own data warehousing tool and Microsoft introduces Azure SQL Data Warehouse and Azure Data Lake Store. Data lakes or data lake houses alone cannot solve the efficiency problem.

Data-driven 52

Data-driven IoT Unstructured Data Data Lake 52

AWS Big Data

DECEMBER 16, 2024

About the Authors Chiho Sugimoto is a Cloud Support Engineer on the AWS Big Data Support team. She is passionate about helping customers build data lakes using ETL workloads. Noritaka Sekiyama is a Principal Big Data Architect on the AWS Glue team. Choose the created IAM role.

Visualization 62

Visualization Data Processing Testing Publishing 62

Domino Data Lab

APRIL 3, 2019

Somehow, the gravity of the data has a geological effect that forms data lakes. Also, data science workflows begin to create feedback loops from the big data side of the illo above over to the DW side. DG emerges for the big data side of the world, e.g., the Alation launch in 2012.

Machine Learning 84

Machine Learning Data Governance Metadata Data Science 84

AWS Big Data

JANUARY 22, 2024

Users can also raise requests to producers to improve the way the data is presented or to enrich the data with new data points for generating a higher business value. At the same time, each team can also map other catalogs to their own account and use their own data, which they produce along with the data from other accounts.

Data-driven 89

Data-driven Advertising Metadata Data Architecture 89

AWS Big Data

AUGUST 28, 2023

Optionally, specify the Amazon S3 storage class for the data in Amazon Security Lake. For more information, refer to Lifecycle management in Security Lake. Review the details and create the data lake. Choose Next. Additionally, the principal must have permission to pass the pipeline role to OpenSearch Ingestion.

Dashboards 52

Dashboards Visualization Metadata Management 52

AWS Big Data

APRIL 28, 2023

In this example, the analytics tool accesses the data lake on Amazon Simple Storage Service (Amazon S3) through Athena queries. As the data mesh pattern expands across domains covering more downstream services, we need a mechanism to keep IdPs and IAM role trusts continuously updated.

Data Governance 73

Data Governance Management Data-driven Analytics 73

Alation

JULY 7, 2022

To answer these questions we need to look at how data roles within the job market have evolved, and how academic programs have changed to meet new workforce demands. In the 2010s, the growing scope of the data landscape gave rise to a new profession: the data scientist. The data scientist.

Metadata 52

Metadata Data-driven Insurance Statistics 52

Cloudera

DECEMBER 12, 2018

And so I actually transitioned out of that group and into the Big Data Appliance group at Oracle, but soon realized that if that was what I wanted to keep doing, this up and coming company called Cloudera might be a better place to do it since these new technologies weren’t just a hobby at Cloudera. As you mentioned, Qlik is in there.

Data Warehouse 42

Data Warehouse Marketing Big Data Data Lake 42

AWS Big Data

JULY 10, 2024

To learn more about using the interactive data preparation authoring experience in AWS Glue Studio, check out the following video and read the AWS News Blog. About the Authors Chiho Sugimoto is a Cloud Support Engineer on the AWS Big Data Support team. She is passionate about helping customers build data lakes using ETL workloads.

Interactive 94

Interactive Data Integration Visualization Statistics 94

AWS Big Data

NOVEMBER 19, 2024

Download the code zip bundle for the Lambda function used to populate the data lake data ( datalake-population-function.zip ). For s3KeyLambdaDataPopulationCode , enter the Amazon S3 location containing the code zip bundle for the Lambda function used to populate the data lake data ( datalake-population-function.zip ).

Data Lake 72

Data Lake Metadata Testing Data Processing 72