AWS Big Data

DECEMBER 13, 2023

In addition to using native managed AWS services that BMS didn’t need to worry about upgrading, BMS was looking to offer an ETL service to non-technical business users that could visually compose data transformation workflows and seamlessly run them on the AWS Glue Apache Spark-based serverless data integration engine.

Metadata 111

Metadata Data Lake Visualization Data Quality 111

AWS Big Data

OCTOBER 31, 2023

To create the connection string, the Snowflake host and account name is required. Using the worksheet, run the following SQL commands to find the host and account name. The account, host, user, password, and warehouse can differ based on your setup. Choose Next. For Secret name , enter airflow/connections/snowflake_accountadmin.

Data Processing 111

Data Processing Management Publishing Visualization 111

AWS Big Data

AUGUST 19, 2024

This involves creating VPC endpoints in both the AWS and Snowflake VPCs, making sure data transfer remains within the AWS network. Use Amazon Route 53 to create a private hosted zone that resolves the Snowflake endpoint within your VPC. Refer to Editing AWS Glue managed data transform nodes for more information.

Analytics 119

Analytics Data-driven Data Integration Data Lake 119

AWS Big Data

OCTOBER 18, 2023

host') export PASSWORD=$(aws secretsmanager get-secret-value --secret-id $secret_name --query SecretString --output text | jq -r '.password') username') echo -e "n host: $HOST_NAMEn DB: $DB_NAMEn passowrd: $PASSWORDn username: $USER_NAMEn" After connected through Session Manager, query the Hive metastore from your Amazon EMR master node.

Big Data 104

Big Data Data Processing Interactive Testing 104

AWS Big Data

OCTOBER 11, 2023

The lift and shift migration approach is limited in its ability to transform businesses because it relies on outdated, legacy technologies and architectures that limit flexibility and slow down productivity. Devika Singh is a Senior Data Engineer at Amazon, with deep understanding of AWS services, architecture, and cloud-based best practices.

Management 130

Management Metadata Analytics Dashboards 130

Sisense

FEBRUARY 26, 2020

We all know that data is becoming more and more essential for businesses, as the volume of data keeps growing. Dresner reported that nearly 97% of respondents in their Big Data Analytics Market Study consider Big Data to be either important or critical to their businesses.

Digital Transformation 90

Digital Transformation Analytics Big Data Data-driven 90

AWS Big Data

MARCH 13, 2024

Data analytics – Business analysts gather operational insights from multiple data sources, including the location data collected from the vehicles. You can also use the data transformation feature of Data Firehose to invoke a Lambda function to perform data transformation in batches.

Analytics 121

Analytics IoT Metadata Internet of Things 121

AWS Big Data

SEPTEMBER 13, 2024

Although we explored the option of using AWS managed notebooks to streamline the provisioning process, we have decided to continue hosting these components on our on-premises infrastructure for the current timeline. Joel has led data transformation projects on fraud analytics, claims automation, and Master Data Management.

Interactive 104

Interactive Strategy Cost-Benefit Data Governance 104

AWS Big Data

AUGUST 1, 2024

However, you might face significant challenges when planning for a large-scale data warehouse migration. Data engineers are crucial for schema conversion and data transformation, and DBAs can handle cluster configuration and workload monitoring. Platform architects define a well-architected platform.

Data Warehouse 114

Data Warehouse KPI Optimization Cost-Benefit 114

AWS Big Data

MARCH 3, 2023

You can then apply transformations and store data in Delta format for managing inserts, updates, and deletes. Amazon EMR Serverless is a serverless option in Amazon EMR that makes it easy for data analysts and engineers to run open-source big data analytics frameworks without configuring, managing, and scaling clusters or servers.

Data Lake 98

Data Lake Dashboards Metrics Metadata 98

AWS Big Data

JULY 20, 2023

The system ingests data from various sources such as cloud resources, cloud activity logs, and API access logs, and processes billions of messages, resulting in terabytes of data daily. This data is sent to Apache Kafka, which is hosted on Amazon Managed Streaming for Apache Kafka (Amazon MSK).

Data Lake 98

Data Lake Analytics Snapshot Data Quality 98

AWS Big Data

JULY 31, 2023

Customers often use many SQL scripts to select and transform the data in relational databases hosted either in an on-premises environment or on AWS and use custom workflows to manage their ETL. AWS Glue is a serverless data integration and ETL service with the ability to scale on demand.

Sales 52

Sales Data Warehouse Visualization Testing 52

AWS Big Data

DECEMBER 4, 2024

By treating the data as a product, the outcome is a reusable asset that outlives a project and meets the needs of the enterprise consumer. Consumer feedback and demand drives creation and maintenance of the data product. Her special areas of interest are data analytics, machine learning/AI, and application modernization.

Metadata 105

Metadata Data Governance Data Quality Data-driven 105

AWS Big Data

DECEMBER 21, 2023

The data products from the Business Vault and Data Mart stages are now available for consumers. smava decided to use Tableau for business intelligence, data visualization, and further analytics. The data transformations are managed with dbt to simplify the workflow governance and team collaboration.

Data Lake 115

Data Lake Data Warehouse Data-driven B2B 115

IBM Big Data Hub

JUNE 15, 2023

The data lakehouse architecture combines the flexibility, scalability and cost advantages of data lakes with the performance, functionality and usability of data warehouses to deliver optimal price-performance for a variety of data, analytics and AI workloads.

Data Warehouse 86

Data Warehouse Data Lake Optimization Data-driven 86

AWS Big Data

JANUARY 29, 2025

times more performant than Apache Spark 3.5.1), and ease of Amazon EMR with the control and proximity of your data center, empowering enterprises to meet stringent regulatory and operational requirements while unlocking new data processing possibilities. This method is ideal for recurring tasks or large-scale data transformations.

Big Data 86

Big Data Data Analytics Analytics Interactive 86

AWS Big Data

FEBRUARY 25, 2025

Amazon EC2 to host and run a Jenkins build server. Solution walkthrough The solution architecture is shown in the preceding figure and includes: Continuous integration and delivery ( CI/CD) for data processing Data engineers can define the underlying data processing job within a JSON template.

Data Processing 55

Data Processing Machine Learning Data-driven Cost-Benefit 55

Jet Global

MAY 1, 2023

Third-party data might include industry benchmarks, data feeds (such as weather and social media), and/or anonymized customer data. Four Approaches to Data Analytics The world of data analytics is constantly and quickly changing. Data Transformation and Enrichment Data can be enriched for analysis.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52

CIO Business Intelligence

JANUARY 10, 2025

Market research company SNS Insider forecasts the global data visualization market to achieve a compound annual growth rate of 11.08% between 2024 and 2032, driven by growing demand for data analytics and AI integration. It focuses on connecting to data sources, building charts, formatting visuals, and calculations.

Data Analytics 104

Data Analytics Analytics Consulting Visualization 104