A. Introduction to Data Science

The Introduction to Data Science course is designed to provide learners with a foundational understanding of Data Science and its processes. It covers key topics such as the definition of Data Science (DS) and a comparison between Data Science and Data Analytics (DA). Learners will explore the Data Science lifecycle, from data collection, preparation, and analysis to the practical application of results. The course also teaches various tools and techniques used in Data Science.

Learners will be introduced to the Data Science Method (DSM), a structured process that enhances efficiency in Data Science work. This includes understanding data, preparing data, building models, evaluating results, deployment, and model maintenance. Learners will practice these skills through exercises and projects designed for real-world application. This course is ideal for those looking to start learning and develop skills in Data Science for various professional fields.