Meltano

DECEMBER 7, 2022

Setting the Stage: We need E&L practices, because “copying raw data” is more complex than it sounds. For instance, how would you know which orders got “canceled”, an operation that usually takes place in the same data record and just “modifies” it in place. But not at the ingestion level.

Raw Data 52

Raw Data Metadata Data Database 52

Ascend.io

OCTOBER 28, 2024

What is Data Transformation? Data transformation is the process of converting raw data into a usable format to generate insights. It involves cleaning, normalizing, validating, and enriching data, ensuring that it is consistent and ready for analysis.

Raw Data 52

Raw Data Datasets Aggregated Data Data Pipeline 52

Analytics Vidhya

FEBRUARY 25, 2023

The need for a data lake arises from the growing volume, variety, and velocity of data companies need to manage and analyze.

Cloud Storage 162

Cloud Storage Data Lake Cloud Unstructured Data 162

The Pragmatic Engineer

JUNE 13, 2023

Agoda co-locates in all data centers, leasing space for its racks and the largest data center consumes about 1 MW of power. It uses Spark for the data platform. For transactional databases, it’s mostly the Microsoft SQL Server, but also other databases like PostgreSQL, ScyllaDB and Couchbase.

Cloud 242

Cloud Database Utilities BI 242

Snowflake

NOVEMBER 11, 2024

Deliver multimodal analytics with familiar SQL syntax Database queries are the underlying force that runs the insights across organizations and powers data-driven experiences for users. Traditionally, SQL has been limited to structured data neatly organized in tables.

Unstructured Data 97

Unstructured Data SQL AWS Healthcare 97

Towards Data Science

FEBRUARY 6, 2024

Then you begin researching database objects and find a couple of views, but there are some inconsistencies between them so you do not know which one to use. As you do not want to start your development with uncertainty, you decide to go for the operational raw data directly. Does it sound familiar?

Systems 98

Systems Raw Data Metadata Data Cleanse 98

Maxime Beauchemin

JANUARY 7, 2018

While business rules evolve constantly, and while corrections and adjustments to the process are more the rule than the exception, it’s important to insulate compute logic changes from data changes and have control over all of the moving parts. Results may vary depending on how smart your database optimizer is.

Data Engineering 183

Data Engineering Data Engineer Data Process Process 183

Snowflake

NOVEMBER 27, 2023

Hum’s fast data store is built on Elasticsearch. Snowflake’s relational database, especially when paired with Snowpark , enables much quicker use of data for ML model training and testing. Snowflake makes it easy and cheap for them to pull in their data.

Raw Data 122

Raw Data Relational Database Consulting Architecture 122

ThoughtSpot

APRIL 22, 2025

One of the complexities of real-life business questions is that the information required to do the analysis or calculation doesnt always exist as a simple database column. This requires multiple layers of computational intelligence to transform raw data into meaningful business insights which no other tool on the market can do.

BI 59

BI Datasets Business Intelligence Raw Data 59

Precisely

NOVEMBER 20, 2023

We work with organizations around the globe that have diverse needs but can only achieve their objectives with expertly curated data sets containing thousands of different attributes. We assign a PreciselyID to every address in our database, linking each location to our portfolio’s vast array of data.

Raw Data 120

Raw Data Insurance Data Portfolio 120

ThoughtSpot

MARCH 5, 2024

When created, Snowflake materializes query results into a persistent table structure that refreshes whenever underlying data changes. These tables provide a centralized location to host both your raw data and transformed datasets optimized for AI-powered analytics with ThoughtSpot. Hit ‘Continue’.

BI 111

BI Datasets SQL Raw Data 111

Rockset

JANUARY 5, 2022

Rockset is the real-time analytics database in the cloud for modern data teams. Get faster analytics on fresher data, at lower costs, by exploiting indexing over brute-force scanning. In many tech circles, SQL databases remain synonymous with old-school on-premises databases like Oracle or DB2.

Database 52

Database SQL NoSQL Raw Data 52

Precisely

SEPTEMBER 25, 2023

Data validation performs a check against existing values in a database to ensure that they fall within valid parameters. Data enrichment is the process of enhancing your data by appending relevant context from additional sources – improving its overall value, accuracy, and usability.

Data Validation 99

Data Validation Process Raw Data Data Cleanse 99

dbt Developer Hub

APRIL 19, 2023

The goal of dimensional modeling is to take raw data and transform it into Fact and Dimension tables that represent the business. Part 1: Setup dbt project and database ​ Step 1: Install project dependencies ​ Before you can get started: You must have either DuckDB or PostgreSQL installed.

Building 145

Building PostgreSQL BI Database 145

Cloudera

JANUARY 20, 2021

The value of the edge lies in acting at the edge where it has the greatest impact with zero latency before it sends the most valuable data to the cloud for further high-performance processing. Data Collection Using Cloudera Data Platform. STEP 1: Collecting the raw data. Conclusion.

Manufacturing 110

Manufacturing Data Warehouse Kafka Retail 110

Christophe Blefari

JUNE 21, 2024

Native CDC for Postgres and MySQL — Snowflake will be able to connect to Postgres and MySQL to natively move data from your databases to the warehouse. This enables easier data management and query operations, making it possible to perform SQL-like operations and transactions directly on data files.

Metadata 147

Metadata Data Warehouse BI MySQL 147

Towards Data Science

NOVEMBER 16, 2023

Extract and Load This phase includes VDK jobs calling the Europeana REST API to extract raw data. You have just learned how to implement batch data processing in VDK! It only requires ingesting raw data, manipulating it, and, finally, using it for your purposes! link] Summary Congratulations!

Data Process 98

Data Process Process Raw Data Data 98

Christophe Blefari

APRIL 21, 2023

Data Engineering at Adyen — "Data engineers at Adyen are responsible for creating high-quality, scalable, reusable and insightful datasets out of large volumes of raw data" This is a good definition of one of the possible responsibilities of DE. It's a technique to work with anonymised data.

Raw Data 130

Raw Data Data SQL Datasets 130

Snowflake

MARCH 30, 2023

Collecting, cleaning, and organizing data into a coherent form for business users to consume are all standard data modeling and data engineering tasks for loading a data warehouse. Based on Tecton blog So is this similar to data engineering pipelines into a data lake/warehouse?

Engineering 104

Engineering Raw Data Data Science Machine Learning 104

Christophe Blefari

JANUARY 14, 2023

ByteGraph: A Graph Database for TikTok — ByteGraph is the open-source graph database developed by the company behind TikTok. Seek AI promise is a prompt where you ask your data anything and the AI responds on top of the raw data directly. This article shows you what are the key concepts to understand it.

Python 130

Python Kafka Data Scala 130

ThoughtSpot

SEPTEMBER 6, 2023

And even when we manage to streamline the data workflow, those insights aren’t always accessible to users unfamiliar with antiquated business intelligence tools. That’s why ThoughtSpot and Fivetran are joining forces to decrease the amount of time, steps, and effort required to go from raw data to AI-powered insights.

Data Workflow 106

Data Workflow Raw Data Data Lake Business Intelligence 106

Towards Data Science

AUGUST 31, 2023

In modern databases, this issue of querying and searching is also very pertinent. Indexing often makes looking up data faster than filtering, and you can create indices based on a column of interest. Some of these limitations are due to the way spatial indexing stores the leaves in the data.

Data Engineering 98

Data Engineering Data Engineer Engineering Data Science 98

Edureka

JUNE 13, 2024

Understanding Query Folding in Power BI Query Folding may be considered as having your instructions written in structured query language form; whereafter, it is handed over to the base of the database to be put into practice. For this demonstration, I will incorporate the usage of Microsoft Access Database. Contents, Folder.

BI 81

BI Raw Data SQL Database 81

Edureka

APRIL 14, 2025

Microsoft offers a leading solution for business intelligence (BI) and data visualization through this platform. It empowers users to build dynamic dashboards and reports, transforming raw data into actionable insights. This allows seamless data movement and end-to-end workflows within the same environment.

BI 40

BI Business Intelligence Raw Data Retail 40

Precisely

DECEMBER 13, 2023

Read our eBook Validation and Enrichment: Harnessing Insights from Raw Data In this ebook, we delve into the crucial data validation and enrichment process, uncovering the challenges organizations face and presenting solutions to simplify and enhance these processes.

Raw Data 96

Raw Data Entertainment Data Validation Education 96

Data Engineering Podcast

DECEMBER 16, 2019

You work hard to make sure that your data is clean, reliable, and reproducible throughout the ingestion pipeline, but what happens when it gets to the data warehouse? Dataform picks up where your ETL jobs leave off, turning raw data into reliable analytics. How is the metadata itself stored and managed in Marquez?

Metadata 100

Metadata PostgreSQL Datasets Data Warehouse 100

Data Engineering Podcast

JUNE 26, 2022

Summary The most complicated part of data engineering is the effort involved in making the raw data fit into the narrative of the business. Go to dataengineeringpodcast.com/linode today and get a $100 credit to launch a database, create a Kubernetes cluster, or take advantage of all of their other services.

Data Management 100

Data Management Management MongoDB MySQL 100

Rockset

JULY 22, 2022

Last week, Rockset hosted a conversation with a few seasoned data architects and data practitioners steeped in NoSQL databases to talk about the current state of NoSQL in 2022 and how data teams should think about it. Rick Houlihan Developers want more than just a database. Much was discussed.

NoSQL 52

NoSQL SQL Database AWS 52

Knowledge Hut

JANUARY 18, 2024

For more information, check out the best Data Science certification. A data scientist’s job description focuses on the following – Automating the collection process and identifying the valuable data. Report data findings to management Monitor data collection. Look out for upgrades on analytical techniques.

Data Science 98

Data Science Business Analyst Data Architect ETL Method 98

Knowledge Hut

JANUARY 12, 2024

Data centers and warehouses typically operate cloud computing systems of databases and software. The recommended coursework must include courses in web development, web design, programming, networking, database management, and mathematics, as well as other courses. What is Cloud Computing? Salary range: $49K - $100K 5.

Cloud Computing 98

Cloud Computing Cloud Computer Science Programming Language 98

U-Next

MARCH 7, 2023

Data Analysts’ responsibility is to analyze data using statistical techniques, implement databases, gather primary and secondary sources of data, and identify, analyze, and interpret trends. How to track changes in databases? Taking data from sources and storing or processing it is known as data extraction.

Data Mining 96

Data Mining Government Scala Data Governance 96

Knowledge Hut

DECEMBER 26, 2023

Businesses benefit at large with these data collection and analysis as they allow organizations to make predictions and give insights about products so that they can make informed decisions, backed by inferences from existing data, which, in turn, helps in huge profit returns to such businesses. What is the role of a Data Engineer?

Data Engineering 98

Data Engineering Data Engineer Engineering Hadoop 98

Striim

SEPTEMBER 11, 2024

Third-Party Data: External data sources that your company does not collect directly but integrates to enhance insights or support decision-making. These data sources serve as the starting point for the pipeline, providing the raw data that will be ingested, processed, and analyzed.

Data Pipeline 98

Data Pipeline Designing Data Lake Data Warehouse 98

Knowledge Hut

DECEMBER 26, 2023

Features: Networking and Content Delivery Security, Identity, and Compliance Management Cloud storage and databases Integrated AWS services such as Amazon AppFlow, Augmented AI, AppStream 2.0, Cloudyn Cloudyn gives a detailed overview of its databases, computing prowess, and data storage capabilities. and more 2.

Cloud Computing 98

Cloud Computing Cloud Amazon Web Services AWS 98

Monte Carlo

JULY 30, 2024

Without proper data quality testing, duplicate data can wreak all kinds of havoc—from spamming leads and degrading personalization programs to needlessly driving up database costs and causing reputational damage (for instance, duplicate social security numbers or other user IDs).

Data Validation 96

Data Validation Datasets Medical Raw Data 96

Knowledge Hut

MARCH 7, 2024

The greatest data processing challenge of 2024 is the lack of qualified data scientists with the skill set and expertise to handle this gigantic volume of data. Inability to process large volumes of data Out of the 2.5 quintillion data produced, only 60 percent workers spend days on it to make sense of it.

Big Data 98

Big Data Bytes Data Governance Raw Data 98

Snowflake

JUNE 6, 2024

Get more out of your data: Top use cases for Snowflake Notebooks To see what’s possible and change how you interact with Snowflake data, check out the various use cases you can achieve in a single interface: Integrated data analysis: Manage your entire data workflow within a single, intuitive environment.

SQL 114

SQL Python Machine Learning Data Workflow 114