Data Engineering Podcast

APRIL 28, 2024

Data lakes are notoriously complex. For data engineers who battle to build and scale high quality data workflows on the data lake, Starburst powers petabyte-scale SQL analytics fast, at a fraction of the cost of traditional methods, so that you can meet all your data needs ranging from AI to data applications to complete analytics.

Building 147

Building Data Lake High Quality Data Machine Learning 147

Data Science Blog: Data Engineering

AUGUST 22, 2024

Businesses need to understand the trends in data preparation to adapt and succeed. If you input poor-quality data into an AI system, the results will be poor. This principle highlights the need for careful data preparation, ensuring that the input data is accurate, consistent, and relevant.

Data Preparation 52

Data Preparation Transportation High Quality Data Data Science 52

DataKitchen

FEBRUARY 17, 2025

Current open-source frameworks like YAML-based Soda Core, Python-based Great Expectations, and dbt SQL are frameworks to help speed up the creation of data quality tests. They are all in the realm of software, domain-specific language to help you write data quality tests.

SQL 73

SQL Python Government Data Engineering 73

AltexSoft

AUGUST 25, 2021

There are two main steps for preparing data for the machine to understand. Any ML project starts with data preparation. Plus, you likely won’t be able to use too much data. Assessing text data quality. There are different views on what’s considered high quality data in different areas of application.

Process 139

Process Deep Learning Datasets Machine Learning 139

DataKitchen

JULY 27, 2023

Azure Databricks Delta Live Table s: These provide a more straightforward way to build and manage Data Pipelines for the latest, high-quality data in Delta Lake. Power BI dataflows: Power BI dataflows are a self-service data preparation tool. It does the job. Oozie is an open-source DAG runner.

Data Pipeline 52

Data Pipeline BI Machine Learning Data Preparation 52

Precisely

JULY 18, 2024

A data fabric offers several key benefits that transform your data management: Accelerates analytics and decision-making processes by enhancing data accessibility through seamless data integration and retrieval across diverse environments.

Data Management 52

Data Management Management Metadata Database-centric 52

Knowledge Hut

JANUARY 25, 2024

Data cleaning is like ensuring that the ingredients in a recipe are fresh and accurate; otherwise, the final dish won't turn out as expected. It's a foundational step in data preparation, setting the stage for meaningful and reliable insights and decision-making. Let's explore these essential tools.

Data Cleanse 52

Data Cleanse Datasets Data Preparation Data Science 52