First of all, thank you for reading this book! I hope that the material was helpful in presenting the overall management approach to data science projects. Data science management is a multidimensional topic that requires a manager to show technical, organizational, and strategic proficiency so that they can execute a data science strategy inside any organization.
First, the data science manager needs to understand what data science can do, as well as its technical limitations. Without an understanding of the basic concepts, it is extremely easy to misunderstand your colleagues or provide over-promising project results to the customer. The What is Data Science section of this book described the basics of machine learning and deep learning, including explanations behind the mathematical concepts that comprise machine learning algorithms. We explored the world of technology...
