Data analysis

Data analysis is the art and science of selecting, normalizing, and modeling data to derive useful information, typically for businesses. This generally involves querying data to identify trends and measure performance.

The discipline of data analysis overlaps significantly with data engineering, data science, and business intelligence. However, data analysis focuses on generating useful reports and visualization.

Deeper Knowledge on Data Analysis

Apache Spark

A data processing engine for batch processing, stream processing, and machine learning

Big Data

Challenges related to data variety, velocity, and volume

Data Engineering

Engineering approaches to data management

Data Products

Ways of making data available

Data Teams

The make up and measures of effective data teams

Data Science

The scientific method applied to data analysis

Data warehouses

Ways to extract, transform, and load data

Data Visualizations

Visualizations that generate insights

Statistics

The analysis of numerical data

Broader Topics Related to Data Analysis

Business Intelligence

Methods to bridge the gap between data and business

Data Teams

The make up and measures of effective data teams

Statistics

The analysis of numerical data

Data Analysis Knowledge Graph