Data science, also known as data-driven science, is an interdisciplinary field about scientific methods, processes, and systems to extract knowledge or insights from data in various forms, either structured or unstructured.Foster Provost
Intuition is a significant part of this, but there is much more. There is a need for rigorous concept formation and testing, driven by the competencies that only a human can bring to bear on a problem.Foster Provost
The data are abundant, and they are also often available at a level of granularity that is almost unfathomable.Foster Provost
The data component of data science includes the whole pipeline of data processing: data gathering, data 'munging', and data communication.Foster Provost
The analysis component of data science is what most would recognize as the core of the scientific process.Foster Provost
Remember to strive for quality over quantity when mining data.Foster Provost
Analyzing data often requires a deep understanding of the business problem.Foster Provost
Data science is not just about choosing the right tool, but about understanding the process.Foster Provost
The techniques of data mining have been around for decades while the term 'data science' only recently became popular.Foster Provost
Many organizations don’t yet have an understanding that they need people who understand the business, data, and statistical analysis.Foster Provost