Knowledge Hut

JANUARY 30, 2024

Whether it's aggregating customer interactions, analyzing historical sales trends, or processing real-time sensor data, data extraction initiates the process. Utilizes structured data or datasets that may have already undergone extraction and preparation. Primary Focus Structuring and preparing data for further analysis.

ETL Tools 52

ETL Tools Database-centric Data Mining Raw Data 52

AltexSoft

DECEMBER 23, 2022

Integrating data from numerous, disjointed sources and processing it to provide context provides both opportunities and challenges. One of the ways to overcome challenges and gain more opportunities in terms of data integration is to build an ELT (Extract, Load, Transform) pipeline. What is ELT? ELT vs ETL. Aggregation.

Process 52

Process Building Raw Data Data Lake 52

RandomTrees

NOVEMBER 29, 2023

Here the practice of data warehousing and warehouse system is very important and the use of right modelling techniques has become a very important factor in todays’ competitive world. In this choice, Big Data will play an important role and its choice is also inevitably crucial in the Business Intelligence and related systems.

Data Warehouse 52

Data Warehouse Data Lake Database-centric Data Cleanse 52

Wayne Yaddow

FEBRUARY 26, 2025

Photo by Markus Spiske on Unsplash Introduction Senior data engineers and data scientists are increasingly incorporating artificial intelligence (AI) and machine learning (ML) into data validation procedures to increase the quality, efficiency, and scalability of data transformations and conversions.

Data Engineer 52

Data Engineer Data Engineering Engineering Data Pipeline 52

ProjectPro

AUGUST 24, 2021

This project is an opportunity for data enthusiasts to engage in the information produced and used by the New York City government. You will explore various Azure apps like Azure Logic Apps, Azure Storage Account, Azure Data Factory, and Azure SQL Databases and work on the dataset of a hospital that has information for 30 different variables.

Data Engineer 52

Data Engineer Data Engineering Coding Project 52

phData: Data Engineering

JULY 18, 2023

CDWs are designed for running large and complex queries across vast amounts of data, making them ideal for centralizing an organization’s analytical data for the purpose of business intelligence and data analytics applications. It should also enable easy sharing of insights across the organization.

Data Warehouse 52

Data Warehouse Pipeline-centric Government Data 52

ProjectPro

JANUARY 31, 2023

This process involves learning to understand the data and determining what needs to be done before the data becomes useful in a specific context. Discovery is a big task that may be performed with the help of data visualization tools that help consumers browse their data.

Big Data 52

Big Data Hadoop Relational Database AWS 52

ProjectPro

OCTOBER 20, 2021

Data Integration at Scale Most data architectures rely on a single source of truth. Having multiple data integration routes helps optimize the operational as well as analytical use of data. Data Volumes and Veracity Data volume and quality decide how fast the AI System is ready to scale.

Machine Learning 52

Machine Learning Algorithm Data Science Government 52

RandomTrees

MAY 6, 2025

Efficient data pipelines are necessary for AI systems to perform well since AI models need clean and organized as well as fresh datasets in order to learn and predict accurately. Au tomation in modern data engineering has a new dimension. It ensures a seamless flow of data within the pipelines with minimum human contact.

Data Engineer 52

Data Engineer Data Engineering Engineering Data Cleanse 52