and make informed decisions An introduction to new sensor technologies, including spectral imaging and real-time color video, and the major classes of data analytics and machine learning methods used ...

The purpose of the course is to introduce the statistical methods that are critical in the performance analysis and selection of information systems and networks. It includes fundamental topics as ...

However, in recent years the open source community has developed increasingly-sophisticated data manipulation, statistical analysis, and machine learning ... This tutorial is not meant as an ...

The process involved in data analysis involves several steps: Data analytics is broken down into four basic types ... analysts can use several analytical methods and techniques to process data ...

When business people talk Big Data ... analysis, document management, and threat assessment. Specific text analytics methods differ in the ways that they carry out the three basic operations.

Comprehensive introduction to probability models and statistical methods of analyzing data with the ... We will introduce the basic elements of data science and analytics using R Project for ...

The course introduces fundamental machine learning methods and algorithms for basic data analytics problems. These methods include algorithms for classification and regression problems, such as tree ...

Charles Dow released a series of editorials discussing technical analysis theory. He had two basic assumptions ... is a longstanding method of analyzing the price and volume data of securities ...

The course introduces fundamental machine learning methods for basic data analytics problems. For classification and regression problems, these methods include naive Bayes, K-nearest neighbours, tree ...