Environmental remote sensing is the measurement, from a distance, of the spectral features of the Earth’s surface and atmosphere. These measurements are normally made by instruments carried by satellites or aircraft, and are used to infer the nature and characteristics of the land or sea surface, or of the atmosphere, at the...

When I started HubSpot in June 2006 with my business partner, Dharmesh Shah, our experiences with marketing agencies led us to almost entirely avoid working with them. In fact, we designed our original business model around selling our marketing software directly to end customers, and developed an internal marketing team that would not be...

Big data is big business. But having the data and thecomputational power to process it isn't nearly enough to producemeaningful results. Big Data, Data Mining, and Machine Learning:Value Creation for Business Leaders and Practitioners is acomplete...

Are we noble in reason? Perfect, in God's image? Far from it, says New York University psychologist Gary Marcus. In this lucid and revealing book, Marcus argues that the mind is not an elegantly designed organ but rather a "kluge," a clumsy, cobbled-together contraption. He unveils a fundamentally new way of looking at the human...

The erosion of the traditional voice service, together with the ever-increasing competition between companies, is pushing the telecommunications industry...

Beginning with an overview of Enterprise Content Management, the book moves quickly to the matter of getting a real Content Manager system up and running. You learn key Content Manager applications that are demonstrated to show you the major concepts that matter to you as a developer, administrator, or as an end-user. There are separate...

In the last three decades, machine learning research and practice have focused on batch learning usually using small datasets. In batch learning, the whole training data is available to the algorithm, which outputs a decision model after processing the data eventually (or most of the times) multiple times. The rationale behind this...

In my position at IBM, I regularly brief executives, managers, and computer professionals on data mining and neural network technology. In my briefings, I cover the fundamentals of data mining and neural networks, and I also discuss specific applications relevant to the customers' businesses. Since time is usually limited, my goal...