Data Cleaning

Data Cleaning
Data Cleaning

Data Cleaning

Data cleaning is the crucial process of detecting and fixing errors or inconsistencies in data to enhance its quality, ensuring accuracy, consistency, and relia...

5 min read
Data Cleaning Data Quality +5
Exploratory Data Analysis (EDA)
Exploratory Data Analysis (EDA)

Exploratory Data Analysis (EDA)

Exploratory Data Analysis (EDA) is a process that summarizes dataset characteristics using visual methods to uncover patterns, detect anomalies, and inform data...

2 min read
EDA Data Analysis +3
Fuzzy Matching
Fuzzy Matching

Fuzzy Matching

Fuzzy matching is a search technique used to find approximate matches to a query, allowing for variations, errors, or inconsistencies in data. Commonly applied ...

12 min read
Fuzzy Matching Data Cleaning +3
Garbage in, garbage out (GIGO)
Garbage in, garbage out (GIGO)

Garbage in, garbage out (GIGO)

Garbage In, Garbage Out (GIGO) highlights how the quality of output from AI and other systems is directly dependent on input quality. Learn about its implicatio...

3 min read
AI Data Quality +4