Author: Richard R. SkempPublisher: Chichester [Eng.] ; New York : Wiley
ISBN:
Category : Education
Languages : en
Pages : 346
Book Description
Intelligence, Learning, and Action
Author: Richard R. SkempPublisher: Chichester [Eng.] ; New York : Wiley
ISBN:
Category : Education
Languages : en
Pages : 346
Book Description
Machine Learning in Action
Author: Peter HarringtonPublisher: Simon and Schuster
ISBN: 1638352453
Category : Computers
Languages : en
Pages : 558
Book Description
Summary Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification. About the Book A machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interestingor useful patterns. Once the specialized domain of analysts and mathematicians, machine learning is becoming a skill needed by many. Machine Learning in Action is a clearly written tutorial for developers. It avoids academic language and takes you straight to the techniques you'll use in your day-to-day work. Many (Python) examples present the core algorithms of statistical data processing, data analysis, and data visualization in code you can reuse. You'll understand the concepts and how they fit in with tactical tasks like classification, forecasting, recommendations, and higher-level features like summarization and simplification. Readers need no prior experience with machine learning or statistical processing. Familiarity with Python is helpful. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. What's Inside A no-nonsense introduction Examples showing common ML tasks Everyday data analysis Implementing classic algorithms like Apriori and Adaboos Table of Contents PART 1 CLASSIFICATION Machine learning basics Classifying with k-Nearest Neighbors Splitting datasets one feature at a time: decision trees Classifying with probability theory: naïve Bayes Logistic regression Support vector machines Improving classification with the AdaBoost meta algorithm PART 2 FORECASTING NUMERIC VALUES WITH REGRESSION Predicting numeric values: regression Tree-based regression PART 3 UNSUPERVISED LEARNING Grouping unlabeled items using k-means clustering Association analysis with the Apriori algorithm Efficiently finding frequent itemsets with FP-growth PART 4 ADDITIONAL TOOLS Using principal component analysis to simplify data Simplifying data with the singular value decomposition Big data and MapReduce
Collective Intelligence in Action
Author: Satnam AlagPublisher: Simon and Schuster
ISBN: 163835538X
Category : Computers
Languages : en
Pages : 609
Book Description
There's a great deal of wisdom in a crowd, but how do you listen to a thousand people talking at once? Identifying the wants, needs, and knowledge of internet users can be like listening to a mob. In the Web 2.0 era, leveraging the collective power of user contributions, interactions, and feedback is the key to market dominance. A new category of powerful programming techniques lets you discover the patterns, inter-relationships, and individual profiles-the collective intelligence--locked in the data people leave behind as they surf websites, post blogs, and interact with other users. Collective Intelligence in Action is a hands-on guidebook for implementing collective intelligence concepts using Java. It is the first Java-based book to emphasize the underlying algorithms and technical implementation of vital data gathering and mining techniques like analyzing trends, discovering relationships, and making predictions. It provides a pragmatic approach to personalization by combining content-based analysis with collaborative approaches. This book is for Java developers implementing Collective Intelligence in real, high-use applications. Following a running example in which you harvest and use information from blogs, you learn to develop software that you can embed in your own applications. The code examples are immediately reusable and give the Java developer a working collective intelligence toolkit. Along the way, you work with, a number of APIs and open-source toolkits including text analysis and search using Lucene, web-crawling using Nutch, and applying machine learning algorithms using WEKA and the Java Data Mining (JDM) standard. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book.
Emotional Intelligence In Action
Author: Marcia HughesPublisher: John Wiley & Sons
ISBN: 1118046811
Category : Business & Economics
Languages : en
Pages : 417
Book Description
Emotional Intelligence in Action shows how to tap the power of EI through forty-six exercises that can be used to build effective emotional skills and create real change. The workouts are designed to align with the four leading emotional intelligence measures—EQ-I or EQ-360, ECI 360, MSCEIT, and EQ Map, —or can be used independently or as part of a wider leadership and management development program. All of the book's forty-six exercises offer experiential learning scenarios that have been proven to enhance emotional intelligence competencies.
Intelligence, Learning, and Action
Author: Richard R. SkempPublisher: Chichester [Eng.] ; New York : Wiley
ISBN:
Category : Education
Languages : en
Pages : 346
Book Description
Action Learning and Action Research
Author: Ortrun Zuber-SkerrittPublisher: Emerald Group Publishing
ISBN: 1787695395
Category : Education
Languages : en
Pages : 193
Book Description
Action Learning and Action Research deepens understanding and contributes to new knowledge about the theory, practice and processes of Action Learning (AL) and Action Research. It clarifies what constitutes AL/AR in its many forms and what it is not.
Intelligence and Compassion in Action
Author: Lauren SpeethPublisher:
ISBN: 9780985975302
Category : Social entrepreneurship
Languages : en
Pages : 224
Book Description
"Intelligence & Compassion in Action is a tool to empower the aspiring social entrepreneur, with real guidance as to how, and why, social entrepreneurship works. It expounds a new Seven Pillar methodology, inspired by the wisdom of former President James Earl "Jimmy" Carter. Written by the founder of The Elfenworks Foundation, Dr. Lauren Speeth, who lives the lessons she teaches in this book daily, the insights within these pages have come from Speeth's years of experience in technology, management, and the nonprofit world, as well as from insights gained in interviews with extraordinary social entrepreneurs." -- cover p. [4].
Bringing Math Students Into the Formative Assessment Equation
Author: Susan Janssen CreightonPublisher: Corwin Press
ISBN: 1483385965
Category : Education
Languages : en
Pages : 222
Book Description
Make formative assessment work for you—and your math students! Finally, formative assessment that adds up! Bringing Math Students Into the Formative Assessment Equation is the ultimate resource for helping teachers implement formative assessment in the middle school mathematics classroom. And it’s much more than that. With this research-based, teacher-tested guide, you won’t just learn effective teaching strategies—you’ll turn your students into self-regulated learners. They’ll monitor and assess their own progress—and communicate to you about it! Features include: A clear and manageable six-aspect instructional model Detailed strategies for helping students own their successes Real-life examples from middle school mathematics teachers Useful resources and a companion website to help you implement formative assessment in your classroom Formative assessment isn’t just for teachers anymore. With the help of this essential resource, you’ll work together with your students toward a common goal of math success. "This book is outstanding. I would recommend it to any math educator. The depth of research integrated into practice is extensive and, as a result, it is the most practical book I have come across related to formative assessment and mathematics The self-regulation aspects, as well as the ownership and involvement emphasized in the book, went beyond the traditional cognitive strategies endorsed in most books." Marc Simmons, Principal Ilwaco Middle School, Ocean Beach School District, Long Beach, WA "The ideas in this book are brought to life with examples of teachers and students in the classroom. The teacher voices, comments, and quotes lend credibility and are a big component of the book’s strengths as well as the visuals and graphics." Rita Tellez, Math Coordinator Ysleta Independent School District, El Paso, TX
Emotional Intelligence 2.0
Author: Travis BradberryPublisher: TalentSmart
ISBN: 0974320625
Category : Business & Economics
Languages : en
Pages : 282
Book Description
"Includes a new & enhanced online edition of the world's most popular emotional intelligence test."
Narrative Coaching
Author: David B. DrakePublisher: CNC Press
ISBN: 9780996356305
Category :
Languages : en
Pages :
Book Description
This is the definitive book by the founder of the field of narrative coaching. It includes the core theoretical foundations, key principles and central practices that make up this unique body of work. Narrative coaching is recognized internationally as a distinct approach and is included in most major coaching anthologies. The author has written over 40 publications on narratives and coaching and is recognized as a thought leader in this profession.