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Predictive Analytics Applications with WEKA
This module offers a simple way yet interesting approach in applying data mining tools such as Waikato Environment for Knowledge Analysis (WEKA), an open source machine learning software. The practical hands-on of the tools and techniques for machine learning used in data mining is described step-by-step in five sub-modules. For each sub-module, a description about the topic is given for a better understanding. Inside, you'll learn about preparing the data, data cleaning, modelling, and results evaluation. The module ends by providing a check-list activity and common error that you may encounter. Three case studies are demonstrated from different sources of dataset using the features offered in WEKA. The module would be a good source for hands-on-introduction to machine learning algorithms with no extensive background in mathematic required. Predictive Analytics Applications with WEKA is an accessible introduction to this rapidly growing industry and suit for any students and researchers looking for a simple predictive analytics exercise.
How to Integrate the Curricula
"This book should make educators stop and consider exactly what they mean when they discuss curriculum integration." —Julie Prescott, Assessment Coordinator Vallivue High School, Caldwell, ID "The biggest strength of Fogarty′s work is its clear, concise organization centered on the guiding questions of each chapter." —John C. Baker, Eighth-Grade Social Studies Teacher Salem Middle School, Apex, NC Strategies for moving students towards more holistic and authentic types of learning! For both students and teachers, the mission is essential: to connect ideas, discern themes, and thread skills of various content areas into a cohesive whole. Yet, the question remains: "What does integrating...
An Assessment of the Joint Requirements Council's (JRC) Organization and Staffing
This report offers actions to improve the efficacy, effectiveness, and ability to plan for the future of the Department of Homeland Security Joint Requirements Council.
The Glory of Sri Sri Ganesh
The Glory of Sri Sri Ganesh shows the lives of the underdogs the Lachhimsa, the Rukmanis, the Mohors and the Haroas as a contrast to the lives of their all-powerful overlords the Medinis and Ganeshes. Lachhima, whose leashed bitterness and anger of a lifetime against Medini and Ganesh is liberated at the end of the novel when Ganesh begs her to save his life, decides to save him, but on her own terms. The title of the work itself becomes a tool for subversion in this sprawling novel which takes the reader through a multilayered narrative into the socio-economic malaise of post-independence rural India. Mahasweta Devi s corrosive humour and cryptic style are at their best as she takes on issu...
Model Reliability
How to assess the specification, strengths, weaknesses, limits, and sensitive features of a model.
Money, Credit, and Capital
This long-awaited book, coauthored by Nobel laureate and Yale University emeritus professor Tobin, is the essential guide to monetary theory for those who need the best available, most authoritative economic explanations. This fundamental introduction includes authoritative coverage of the mechanisms of the Federal Reserve and how its policies affect investment activity via interest rates and the credit offered to private borrowers.
