A high-performance data access layer must resonate with the underlying database system. Knowing the inner workings of a relational database and the data access frameworks in use can make the difference between a high-performance enterprise...
This book will teach you the fundamental concepts that underpin probability and statistics and illustrate how they relate to machine learning via the Python language and its powerful extensions. This is not a good first book in any of these topics...