Data Science: The Impact of Machine Learning

Abstract

In this paper, I prove my promise that Machine Learning is one of the most important parts to provide tools and methods to go deeper and nurture the data properly. The most amazing part is to analyze the large chunks of data in a very precise way, and high-value predictions that can guide better decisions and smart actions in real-time without human intervention. I give an overview over different proposed structures of Data Science and mention the impact of Machine learning such as algorithms, model evaluation and selection, pipeline. I also indicate all misconceptions when neglecting Machine learning reasoning.