Suggested Books of the Week 02, 2020 | Books - Helge Scherlund's eLearning News

Check out these books below by Cambridge University Press and ATD - Association for Talent Development.

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Mathematics for Machine Learning 

Mathematics for Machine Learning

The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics...

For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.

• A one-stop presentation of all the mathematical background needed for machine learning
• Worked examples make it easier to understand the theory and build both practical experience and intuition
• Explains central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines

Publication planned for: March 2020  
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Conceptions of Set and 
the Foundations of Mathematics 

Conceptions of Set and the
Foundations of Mathematics

Sets are central to mathematics and its foundations, but what are they? In this book Luca Incurvati provides a detailed examination of all the major conceptions of set and discusses their virtues and shortcomings, as well as introducing the fundamentals of the alternative set theories with which these conceptions are associated...

His book will be of interest to researchers and advanced students in logic and the philosophy of mathematics.

• The first book-length treatment of conceptions of set
• Provides historical background on a variety of competing approaches and explores the mathematical theories with which they are associated
• Sets out a novel account and defence of the iterative conception of set

Publication planned for: January 2020 
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The Mathematical Principles of Natural Philosophy - An Annotated Translation of the Principia 

The Mathematical Principles of Natural Philosophy
An Annotated Translation of the Principia

Newton's Principia is perhaps the second most famous work of mathematics, after Euclid's Elements. Originally published in 1687, it gave the first systematic account of the fundamental concepts of dynamics, as well as three beautiful derivations of Newton's law of gravitation from Kepler's laws of planetary motion...

All forward references are given to illuminate the structure and unity of the whole, and to clarify the parts. The mathematical prerequisites for understanding Newton's arguments are given in a brief appendix.

• A translation of Newton's Principia, designed to be more readable than earlier translations which follow the Latin text verbally
• Copious notes discuss the meaning, context, and significance of the text, and explore its ambiguities
• The first translation into English that is based on an attempt to understand Newton's arguments

Publication planned for: April 2020  
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The Cambridge Handbook of Intelligence

The Cambridge Handbook of Intelligence

Written by the foremost experts in human intelligence. It not only includes traditional topics, such as the nature, measurement, and development of intelligence, but also contemporary research into intelligence and video games, collective intelligence, emotional intelligence, and leadership intelligence...

The overview provided by this two-volume set leaves virtually no area of intelligence research uncovered, making it an ideal resource for undergraduates, graduate students, and professionals looking for a refresher or a summary of the new developments.

• Provides a comprehensive historical overview of the field of intelligence and intelligence testing
• Contains new topics not to be found elsewhere, such as intelligence and video games, collective intelligence, leadership intelligence, and the historical evolution of intelligence
• Virtually no area of intelligence research is left untouched

Publication planned for: January 2020 
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Evidence-Based Training Methods, 3rd Edition 

Let evidence guide your training

Your training is much more effective when your methods are based on evidence. In this third edition of Evidence-Based Training Methods, Ruth Colvin Clark offers concrete training guidance as she connects research to practice. This book is rich with examples of how research enhances training, and with it as your guide, you can incorporate evidence and learning psychology into your program design, development, and delivery decisions.

New in this edition, Clark examines research on feedback with application tips for training as well as on using animations in critical thinking exercises.

Publication Date: December 2019 
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E-Learning Department of One

Master E-Learning Design on Your Own 

The clock is ticking. The new online training is due next week. You need to tweak a few activity questions, make sure changes to the audio voice-over flow smoothly, and get the subject matter expert to sign off on the final storyboard. To cap it all off, you’re on your own. You’re an e-learning department of one. 

As more companies explore the e-learning space for training and development, they often task lone individuals to bear the load. You might be an instructional designer asked to start with e-learning, or an experienced marketer developing a sales support e-learning module, or a classroom trainer taking your content online. E-Learning Department of One can be your lifeline.

Publication Date: December 2018 
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Designing Microlearning  

Learn to Create Effective Microlearning

Microlearning is an essential tool that talent development professionals can use to fully engage their learners and tackle organizational performance needs. How do you know if the microlearning approach is successful? And what works?
InDesigning Microlearning, the newest volume in ATD’s What Works in Talent Development series, experts Carla Torgerson and Sue Iannone answer these and other questions including:

• Why choose microlearning for your learners and organization?
• How do you determine your approach and then execute the implementation?
• How do you demonstrate success?
• Where do you go once you’ve started?

This guide for practitioners covers the four main uses for microlearning: preparation before a learning event, follow-up to support a learning event, stand-alone training, and performance support. 

Publication Date: December 2019 
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10 Steps to Successful Presentations, 2nd Edition

10 Steps to Successful Presentations

Overcome Your Fear of Presenting Are you afraid of public speaking? Do you feel anxious before presenting? Are you worried about making mistakes in front of others and being judged? If so, you are not alone—public speaking and presenting are among the things people fear the most. Conquer your phobia of public speaking with 10 Steps to Successful Presentations. In this second edition, the Association for Talent Development provides an updated 10-step guide to delivering first-rate presentations whether you have several months or just one day to prepare. Discover how to develop a dynamic, engaging presentation and deliver it flawlessly. Learn strategies to reduce stress and become a think-on-your-feet presenter. 

Publication Date: November 2019 
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Sit in the studyroom enjoy a hot cup of ☕️coffee and a good 📚book
 

Source: Cambridge University Press and ATD - Association for Talent Development