What is data modeling and why is it so important for SQL programming? Data modeling is one of the core concepts in constructing an effective database. Academic databases define the architecture, ...

Using a data modeling tool is one of the simplest and most efficient ways to document a SQL DB2 data model. This type of software application allows you to create, visualize, and manage your data ...

In this article, you will learn how to use declarative programming to optimize database performance in four steps: choosing the right database, designing the data model, writing the queries ...

New models, languages, systems and algorithms continue to be developed to effectively collect, store, analyze and learn from big data. Programming Big Data Applications introduces and discusses models ...

Here, you'll learn about the basic technologies required to develop Big Data analytics solutions and deploy them at scale. You'll spend some time with the concept of virtualization and you'll have an ...

In 2003, a team of researchers led by Ian Buck unveiled Brook, the first widely adopted programming model to extend C with data-parallel constructs. Buck later joined NVIDIA and led the launch of ...

In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial regression model, ...