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Applied Predictive Modeling
Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundations of model tuning. The text then provides intuitive explanations of numerous common and modern regression and classification techniques, always with an emphasis on illustrating and solving real data problems. The text illustrates all parts of the modeling process through many hands-on, real-life examples, and every chapter contains extensive R code for each step of the process. This multi-purpose text can be used as an introduction to predictive models and the overall modeling process, a practitioner’s reference handbook, or as a t...
Ensemble Classification Methods with Applications in R
An essential guide to two burgeoning topics in machine learning – classification trees and ensemble learning Ensemble Classification Methods with Applications in R introduces the concepts and principles of ensemble classifiers methods and includes a review of the most commonly used techniques. This important resource shows how ensemble classification has become an extension of the individual classifiers. The text puts the emphasis on two areas of machine learning: classification trees and ensemble learning. The authors explore ensemble classification methods’ basic characteristics and explain the types of problems that can emerge in its application. Written by a team of noted experts in ...
Instant Trainer
Teaches you how to prepare, deliver, evaluate, and fine-tune presentations. Features checklists, sample forms and lists of essential training resources.
All New Tricks for Trainers
57 tricks, brainteasers, and puzzlers, designed to amaze your training audience and hold their attention. Filled with openings and energizers to energize the audience and lay a foundation for improved retention of new material. If your goal is to become expert at delivering interesting and memorable training presentations then you must have a copy of All New Tricks for Trainers.
Developing Professional Judgement in Health Care
This book offers a clear and stimulating introduction to the ideas and tools of critical appreciation, their application in clinical health care practice and their relevance to professional development and competence. It offers a sound basis for making and considering various levels of professional judgements.
The Talent Solution: Aligning Strategy and People to Achieve Extraordinary Results
Today's workplace is facing a talent crisis. The economy is booming but companies are finding it harder to fill positions and keep good people. The Talent Solution holds the key to leveraging a company's most vital competitive advantage--its people. In this research-driven, ground-breaking book, Gubman shows top managers exactly how to boost performance by aligning strategy and employees. More than a quick fix, The Talent Solution will enable managers to transform their organization into a world-class competitor.
101 Games for Trainers
Annotation 101 of the best games from master trainier Bob Pike and the Creative Training Techniques newsletter. These classroom-tested games, activities, and exercises add spark and energy to your training sessions - and help your participant2s learn without even knowing it. Games and Activities cover topics such as: Openers and icebreakers Communication exercises Team-building activities Review and topic reinforcers ... and more!
