Overview of Data Science

Below is an overview of Data Science.

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Data Science Overview

Techniques for analysing, understanding and gaining insights from data

Fundamental areas

Probability

Statistics

Linear Algebra

Numerical Optimisation

Data Visualisation

Computer Programming

Methodology

Reproducibility

The Turing Way e-Book - a lightly opinionated guide to reproducible data science

Data processing

Data analytics

Data-driven decisions

Types of data

Transactional

Scientific

Sensor