Real-World Machine Learning

Real-World Machine Learning
Author: Henrik Brink
Publisher: Simon and Schuster
Total Pages: 380
Release: 2016-09-15
Genre: Computers
ISBN: 1638357005

Summary Real-World Machine Learning is a practical guide designed to teach working developers the art of ML project execution. Without overdosing you on academic theory and complex mathematics, it introduces the day-to-day practice of machine learning, preparing you to successfully build and deploy powerful ML systems. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Machine learning systems help you find valuable insights and patterns in data, which you'd never recognize with traditional methods. In the real world, ML techniques give you a way to identify trends, forecast behavior, and make fact-based recommendations. It's a hot and growing field, and up-to-speed ML developers are in demand. About the Book Real-World Machine Learning will teach you the concepts and techniques you need to be a successful machine learning practitioner without overdosing you on abstract theory and complex mathematics. By working through immediately relevant examples in Python, you'll build skills in data acquisition and modeling, classification, and regression. You'll also explore the most important tasks like model validation, optimization, scalability, and real-time streaming. When you're done, you'll be ready to successfully build, deploy, and maintain your own powerful ML systems. What's Inside Predicting future behavior Performance evaluation and optimization Analyzing sentiment and making recommendations About the Reader No prior machine learning experience assumed. Readers should know Python. About the Authors Henrik Brink, Joseph Richards and Mark Fetherolf are experienced data scientists engaged in the daily practice of machine learning. Table of Contents PART 1: THE MACHINE-LEARNING WORKFLOW What is machine learning? Real-world data Modeling and prediction Model evaluation and optimization Basic feature engineering PART 2: PRACTICAL APPLICATION Example: NYC taxi data Advanced feature engineering Advanced NLP example: movie review sentiment Scaling machine-learning workflows Example: digital display advertising

Real-World Learning

Real-World Learning
Author: Bernadette Friedrich
Publisher:
Total Pages: 104
Release: 2018-12-31
Genre:
ISBN: 9781516542536

Real-World Learning: Preparing for Your Profession Outside of the Classroom is designed to help students get the most out of experiential education opportunities. Through twelve engaging chapters, students explore topics such as lifelong learning, communication in the workplace, project management, work-life balance, professional ethics, and whether to pursue a career in academia or in the industry. Each chapter is designed around a specific career-related or career-development topic. The chapters provide students with a theoretical basis for the exploration of the topic, as well as opportunities for practical application through carefully crafted activities. The second edition features new chapters that discuss diversity and goalsetting, expanded content based on student feedback, and freshly reorganized chapters. All chapters feature clear learning objectives, real-life examples, personal reflection and development activities, and suggested readings. Real-World Learning is applicable to any student seeking an internship, cooperative education experience, service learning opportunity, or study abroad program. Bernadette Friedrich earned her Ph.D. in higher education administration at Michigan State University, where she is now the director of student advancement. Dr. Friedrich works with students and alumni at all levels to integrate their classroom knowledge with real-world work opportunities such as internships, cooperative education, and research experiences. A member of the American Society of Engineering Education, in Dr. Friedrich received the Alvah K. Borman Award in 2016 for her contributions to cooperative education in engineering.

Authentic Learning Experiences

Authentic Learning Experiences
Author: Dayna Laur
Publisher: Routledge
Total Pages: 153
Release: 2013-09-27
Genre: Education
ISBN: 1317921313

Learn how to implement a real-world approach to project-based learning. Authentic learning experiences are created around genuine, outside audiences and meaningful purposes. They meet the Common Core, engage students in critical thinking and 21st Century learning, teach important skills such as research and collaboration, and improve student learning. This practical guide provides step-by-step instructions to make it easy for teachers to create their own authentic learning experiences. The book is loaded with a variety of examples from different grade levels and content areas. Bonus! Each example incorporates technology and addresses the Common Core State Standards.

Real Learning, Real Work

Real Learning, Real Work
Author: Adria Steinberg
Publisher: Psychology Press
Total Pages: 224
Release: 1998
Genre: Education
ISBN: 9780415917933

First Published in 1998. Routledge is an imprint of Taylor & Francis, an informa company.

Teaching Digital Natives

Teaching Digital Natives
Author: Marc Prensky
Publisher: Corwin Press
Total Pages: 225
Release: 2010-03-29
Genre: Education
ISBN: 1412975417

Students today are growing up in a digital world. These "digital natives" learn in new and different ways, so educators need new approaches to make learning both real and relevant for today's students. Marc Prensky, who first coined the terms "digital natives" and "digital immigrants," presents an intuitive yet highly innovative and field-tested partnership model that promotes 21st-century student learning through technology. Partnership pedagogy is a framework in which: - Digitally literate students specialize in content finding, analysis, and presentation via multiple media - Teachers specialize in guiding student learning, providing questions and context, designing instruction, and assessing quality - Administrators support, organize, and facilitate the process schoolwide - Technology becomes a tool that students use for learning essential skills and "getting things done" With numerous strategies, how-to's, partnering tips, and examples, Teaching Digital Natives is a visionary yet practical book for preparing students to live and work in today's globalized and digitalized world.

Making Learning Real

Making Learning Real
Author: Carol Miller Lieber
Publisher: Educators for Social responsibility
Total Pages: 478
Release: 2009
Genre: Education
ISBN: 9780615281254

Making Literacy Real

Making Literacy Real
Author: Joanne Larson
Publisher: SAGE
Total Pages: 210
Release: 2005-10-03
Genre: Education
ISBN: 9781412903318

'Joanne Larson and Jackie Marsh's Literacy Learning is easily the most theoretically sophisticated and practically useful discussion of sociocultural and critical approaches to literacy learning that has appeared to date' - James Paul Gee, Tashia Morgidge Professor of Reading, University of Wisconsin-Madison Making Literacy Real is the essential reference text for primary education students at undergraduate and graduate level who want to understand literacy theory and successfully apply it in the classroom. Doctoral students will find this a useful resource in understanding the relationship of theory to practice. The authors explore the breadth of this complex and important field, orientating literacy as a social practice, grounded in social, cultural, historical and political contexts of use. They also present a detailed and accessible discussion of the theory and its application in the primary classroom.

Authentic Learning

Authentic Learning
Author: Todd Stanley
Publisher: Routledge
Total Pages: 133
Release: 2021-09-03
Genre: Education
ISBN: 100048999X

This book offers teaching strategies that allow educators to provide students with authentic learning experiences that they can apply to their lives in school—and beyond. Beginning with a justification for authentic learning and how it teaches 21st-century skills, each subsequent chapter discusses a specific strategy and how it allows for authenticity. Strategies include project-based learning, problem-based learning, inquiry-based learning, and simulations. The book also includes a section on the role of the authentic teacher in the classroom and tips for managing an authentic classroom. The book concludes with specific tactics that can be used inside and outside the classroom to bring the real world to students.

Keep It Real With PBL, Elementary

Keep It Real With PBL, Elementary
Author: Jennifer Pieratt
Publisher: Corwin Press
Total Pages: 201
Release: 2019-09-25
Genre: Education
ISBN: 1544369360

Plan enriching Project-Based Learning experiences with ease! The book′s companion website features an updated guide to help teachers integrate technology into PBL experiences for online and blended learning instruction. Is project-planning a project in and of itself? Does project-based learning (PBL) feel more like a pipe dream than a reality in your classroom? Dr. Jennifer Pieratt, a consultant and former teacher herself, knows just where you′re coming from. Developed from the author′s experience in the trenches of project-based learning over the past decade, this book will lead you through the planning process for an authentic PBL experience in a clear and efficient way. Project-based learning has been found to develop workforce readiness, innovation, and student achievement. In this book, the keys to implementing PBL effectively are explored in a simple, easy-to-use format. In addition to thought-provoking questions for journaling, readers will find a visually accessible style featuring • #realtalk soundbites that honor the challenges to implementing PBL • Tips and resources to support the project-planning process • Planning forms to guide you through planning your projects • Key terminology and acronyms in PBL • Exercises to help you reflect and process throughout your project plans If mastering a PBL framework is on your list, prepare to cross it off with the help of this book! Foreword INDIES Book of the Year Awards Winner