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