Data + Keyword's

SPSS

Easy to use ,

Similar to spreadsheet

software for statistical analysis and data management.

SAS

Harder then SPSS

More Advanced,

For massive data

A software suite used for advanced analytics, business intelligence, data management, and predictive analytics.

Data Warehouse

Holds clean structured data for a database like SQL

Has multiple system .

Unites data

Used for a data Management

Centralized repository that allows for the storage, management, and analysis of large volumes of data from different sources, enabling business intelligence and reporting.

Data Lakehouse

A management system that combines the features of a data lake and a data warehouse, allowing for storage and analysis of both structured and unstructured data.

Managed Hybrid

This layer allows you to run fast SQL queries on your structured data and enforce security rules, while keeping your unstructured data accessible for AI and machine learning tasks in the same system.

Data lake

Stores all data bad

Acts as a massive, open dumping ground. It easily stores structured tables (CSV, Parquet) alongside unstructured files (PDFs, images, audio, logs). However, it lacks built-in management, which can turn it into an unorganized "data swamp."