IBM Data Science in Practice

JANUARY 2, 2025

Select the SQL (Create a dynamic view of data)Tile Explanation: This feature allows users to generate dynamic SQL queries for specific segments without manualcoding. Choose Segment ColumnData Explanation: Segmenting column data prepares the system to generate SQL queries for distinctvalues.

SQL 100

SQL Data Quality Data Profiling Data Preparation 100

DataRobot Blog

OCTOBER 9, 2017

Excel has long been the tool for business analysts to perform lightweight data preparation tasks – identifying outliers and errors, aggregating values, and combining data into one spreadsheet for analytics. However, all too often, business users waste time using Excel to manually profile and process data.

Data Preparation 52

Data Preparation Data Profiling Data Governance Machine Learning 52

Dataconomy

JULY 28, 2023

These tools offer a wide range of functionalities to handle complex data preparation tasks efficiently. The tool also employs AI capabilities for automatically providing attribute names and short descriptions for reports, making it easy to use and efficient for data preparation.

Power BI 91

Power BI Data Preparation Exploratory Data Analysis Machine Learning 91

phData

SEPTEMBER 28, 2023

Dataflows represent a cloud-based technology designed for data preparation and transformation purposes. Dataflows have different connectors to retrieve data, including databases, Excel files, APIs, and other similar sources, along with data manipulations that are performed using Online Power Query Editor.

Power BI 78

Power BI Data Preparation Machine Learning Machine Learning 78

Pickl AI

JULY 19, 2023

By maintaining clean and reliable data, businesses can avoid costly mistakes, enhance operational efficiency, and gain a competitive edge in their respective industries. Best Data Hygiene Tools & Software Trifacta Wrangler Pros: User-friendly interface with drag-and-drop functionality. Provides real-time data monitoring and alerts.

Data Quality 40

Data Quality Data Profiling Data Governance Data Preparation 40

The MLOps Blog

JUNE 27, 2023

See also Thoughtworks’s guide to Evaluating MLOps Platforms End-to-end MLOps platforms End-to-end MLOps platforms provide a unified ecosystem that streamlines the entire ML workflow, from data preparation and model development to deployment and monitoring. Share features across the organization.

Machine Learning 134

Machine Learning Machine Learning ML ML 134

Pickl AI

JULY 24, 2024

Key Components of Data Quality Assessment Ensuring data quality is a critical step in building robust and reliable Machine Learning models. It involves a comprehensive evaluation of data to identify potential issues and take corrective actions. Data Collection and Processing Attention to data quality should begin at the source.

Data Quality 52

Data Quality Machine Learning Machine Learning Clean Data 52