AWS Big Data

MAY 25, 2023

Data transformation plays a pivotal role in providing the necessary data insights for businesses in any organization, small and large. To gain these insights, customers often perform ETL (extract, transform, and load) jobs from their source systems and output an enriched dataset.

Reporting 97

Reporting Metrics Optimization Data Lake 97

datapine

SEPTEMBER 29, 2022

This means there are no unintended data errors, and it corresponds to its appropriate designation (e.g., Here, it all comes down to the data transformation error rate. Data time-to-value: evaluates how long it takes you to gain insights from a data set. Remember: keeping your data high-quality isn’t a one-time job.

Data Quality 241

Data Quality Metrics Data-driven Management 241

CIO Business Intelligence

OCTOBER 11, 2022

The new approach involved federating its vast and globally dispersed data repositories in the cloud with Amazon Web Services (AWS). Unifying its data within a centralized architecture allows AstraZeneca’s researchers to easily tag, search, share, transform, analyze, and govern petabytes of information at a scale unthinkable a decade ago. .

Machine Learning 145

Machine Learning Data Science Data-driven Testing 145

CIO Business Intelligence

JUNE 29, 2022

Insights hidden in your data are essential for optimizing business operations, finetuning your customer experience, and developing new products — or new lines of business, like predictive maintenance. And as businesses contend with increasingly large amounts of data, the cloud is fast becoming the logical place where analytics work gets done.

Data Lake 116

Data Lake Analytics Data Warehouse Machine Learning 116

Cloudera

OCTOBER 11, 2021

The platform converges data cataloging, data ingestion, data profiling, data tagging, data discovery, and data exploration into a unified platform, driven by metadata. Modak Nabu automates repetitive tasks in the data preparation process and thus accelerates the data preparation by 4x.

Data Lake 95

Data Lake Cost-Benefit Data-driven Dashboards 95

AWS Big Data

NOVEMBER 15, 2023

The difference lies in when and where data transformation takes place. In ETL, data is transformed before it’s loaded into the data warehouse. In ELT, raw data is loaded into the data warehouse first, then it’s transformed directly within the warehouse.

Analytics 111

Analytics Dashboards Metadata Data Warehouse 111

Ontotext

NOVEMBER 29, 2024

In the next step, clauses are identified and logical relationships are formalized – either via an automated NLP process using a large language model (LLM) or by manual annotation and tagging using the RASE method. The rules are formalized automatically via NLP. Manual formalization requires expression authoring.

Structured Data 59

Structured Data Modeling Technology Data Transformation 59

AWS Big Data

OCTOBER 5, 2023

With Amazon AppFlow, you can run data flows at nearly any scale at the frequency you choose—on a schedule, in response to a business event, or on demand. You can configure data transformation capabilities such as filtering and validation to generate rich, ready-to-use data as part of the flow itself, without additional steps.

Data Warehouse 118

Data Warehouse Machine Learning Data Integration Data-driven 118

Sisense

AUGUST 6, 2020

Getting this AI properly trained required a huge learning dataset with countless documents that were tagged according to specific criteria. Accurately prepared data is the base of AI. As an AI product manager, here are some important data-related questions you should ask yourself: What is the problem you’re trying to solve?

Management 95

Management Machine Learning Key Performance Indicator Cost-Benefit 95

Alation

JUNE 28, 2022

Scale effectively: Leverage taxonomies to ensure consistent modeling outcomes when introducing new data sets or changing business demands. Track data lineage: Document data origins, record data transformation and movement, and visualize flow throughout the entire data lifecycle.

Metadata 52

Metadata Management Data Governance Machine Learning 52

AWS Big Data

JULY 26, 2023

Every time the business requirement changes (such as adding data sources or changing data transformation logic), you make changes on the AWS Glue app stack and re-provision the stack to reflect your changes. runs all the jobs including a specific tag, then verifies the state and its duration.

Data Integration 98

Data Integration Snapshot Testing Visualization 98

Alation

APRIL 4, 2023

Now, joint users will get an enhanced view into cloud and data transformations , with valuable context to guide smarter usage. Integrating helpful metadata into user workflows gives all people, from data scientists to analysts , the context they need to use data more effectively.

Metadata 52

Metadata Cost-Benefit Data Transformation Predictive Modeling 52

Jet Global

MAY 28, 2019

A data warehouse is typically used by companies with a high level of data diversity or analytical requirements. Let’s look at why: Data Quality and Consistency.

Data Warehouse 85

Data Warehouse Reporting Business Intelligence Sales 85

Alation

OCTOBER 27, 2022

Few actors in the modern data stack have inspired the enthusiasm and fervent support as dbt. This data transformation tool enables data analysts and engineers to transform, test and document data in the cloud data warehouse. We also populated our internal data catalog with these descriptions.

Dashboards 52

Dashboards Metrics Sales Reporting 52

erwin

JANUARY 11, 2019

Organizations have spent a lot of time and money trying to harmonize data across diverse platforms , including cleansing, uploading metadata, converting code, defining business glossaries, tracking data transformations and so on.

Data Governance 40

Data Governance Risk Metadata Management 40

AWS Big Data

JANUARY 17, 2024

Select Allow external engines to filter data in Amazon S3 locations registered with Lake Formation. Choose Amazon EMR for Session tag values. Choose Databases under Data Catalog in the navigation pane. Melody Yang is a Senior Big Data Solution Architect for Amazon EMR at AWS. Enter your AWS account ID for AWS account IDs.

Data Lake 116

Data Lake Snapshot Big Data Data-driven 116

FineReport

MARCH 7, 2024

Data Analysis Report (by FineReport ) Note: All the data analysis reports in this article are created using the FineReport reporting tool. Leveraging the advanced enterprise-level web reporting tool capabilities of FineReport , we empower businesses to achieve genuine data transformation. Try FineReport Now 1.

Dashboards 52

Dashboards Reporting Advertising Statistics 52

Alation

NOVEMBER 22, 2022

An active data governance framework includes: Assigning data stewards. Standardizing data formats. Identifying structured and unstructured data. Setting data management policies, like tagging data. The Alation Data Catalog has helped the State of Tennessee accomplish this and more.

Data Governance 52

Data Governance Metadata Data-driven Unstructured Data 52

AWS Big Data

FEBRUARY 21, 2023

Solutions Architect – AWS SafeGraph is a geospatial data company that curates over 41 million global points of interest (POIs) with detailed attributes, such as brand affiliation, advanced category tagging, and open hours, as well as how people interact with those places.

Cost-Benefit 59

Cost-Benefit Informatics Optimization Management 59

Occam's Razor

OCTOBER 19, 2010

Most web analytics tools (including all the ones mentioned above) provide not great data about consumption of your website on mobile devices. So if you want really good mobile behavior data (in a separate but useful silo) then go get Percent Mobile. I am forgetting the other 25 features these tools provide for free.

Analytics 136

Analytics Testing Measurement Optimization 136

Jet Global

MAY 1, 2023

By Industry Businesses from many industries use embedded analytics to make sense of their data. In a recent study by Mordor Intelligence , financial services, IT/telecom, and healthcare were tagged as leading industries in the use of embedded analytics. Data Transformation and Enrichment Data can be enriched for analysis.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52

AWS Big Data

MAY 12, 2025

Streaming pipelines used Spark Streaming to ingest real-time data from Kafka, writing raw datasets to an Amazon Simple Storage Service (Amazon S3) data lake while simultaneously loading them into BigQuery and Google Cloud Storage to build logical data layers.

Metrics 89

Metrics Cost-Benefit Metadata Data Lake 89

AWS Big Data

MAY 28, 2025

Flink SQL and Confluent Avro data type mapping limitation Flink provides several APIs designed for different levels of abstraction and user expertise: Flink SQL sits at the highest level, allowing users to express data transformations using familiar SQL syntax, which is ideal for analysts and teams comfortable with relational concepts.

Management 66

Management Metrics Cost-Benefit Technology 66