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From Curiosity to Deep Learning

From Curiosity to Deep Learning PDF Author: Julie Coiro
Publisher:
ISBN: 1625311567
Category : Curiosity in children
Languages : en
Pages : 256

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Book Description
"In an era where personalized learning has often come to be associated with isolated one-to-one device technology, we thirst for this personal, constructivist, collaborative approach to digital inquiry." --Stephanie Harvey From Curiosity to Deep Learning: Personal Digital Inquiry in Grades K-5 reveals the powerful learning that results when you integrate purposeful technology into a classroom culture that values curiosity and deep learning. The centerpiece of this practical guide is Personal Digital Inquiry (PDI), a framework developed by Julie Coiro and implemented in classrooms by her co-authors, Elizabeth Dobler and Karen Pelekis. Clear, detailed examples offer ideas for K-5 teachers and school librarians to support their teaching. Personal emphasizes the significance of the personal relationship between teachers and students, and the role that students have in the learning process. Digital reflects the important role that digital texts and tools have come to play in both learning and teaching with inquiry. Inquiry lies at the core of PDI, because learners grow and change with opportunities to identify problems, generate personal wonderings, and engage in collaborative dialogue, making learning relevant and lasting. From Curiosity to Deep Learning: Personal Digital Inquiry in Grades K-5 shows you how to integrate inquiry with a range of digital tools and resources that will create a dynamic classroom for both you and your students.

From Curiosity to Deep Learning

From Curiosity to Deep Learning PDF Author: Julie Coiro
Publisher:
ISBN: 1625311567
Category : Curiosity in children
Languages : en
Pages : 256

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Book Description
"In an era where personalized learning has often come to be associated with isolated one-to-one device technology, we thirst for this personal, constructivist, collaborative approach to digital inquiry." --Stephanie Harvey From Curiosity to Deep Learning: Personal Digital Inquiry in Grades K-5 reveals the powerful learning that results when you integrate purposeful technology into a classroom culture that values curiosity and deep learning. The centerpiece of this practical guide is Personal Digital Inquiry (PDI), a framework developed by Julie Coiro and implemented in classrooms by her co-authors, Elizabeth Dobler and Karen Pelekis. Clear, detailed examples offer ideas for K-5 teachers and school librarians to support their teaching. Personal emphasizes the significance of the personal relationship between teachers and students, and the role that students have in the learning process. Digital reflects the important role that digital texts and tools have come to play in both learning and teaching with inquiry. Inquiry lies at the core of PDI, because learners grow and change with opportunities to identify problems, generate personal wonderings, and engage in collaborative dialogue, making learning relevant and lasting. From Curiosity to Deep Learning: Personal Digital Inquiry in Grades K-5 shows you how to integrate inquiry with a range of digital tools and resources that will create a dynamic classroom for both you and your students.

Empowering Students as Questioners

Empowering Students as Questioners PDF Author: Jackie Acree Walsh
Publisher: Corwin Press
ISBN: 1544331762
Category : Education
Languages : en
Pages : 168

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Book Description
Create environments where students ask questions, not just answer them! When students become questioners, learning improves for all. Yet, even though research has repeatedly shown that student questioning increases ownership of learning and narrows opportunity gaps, studies show that students ask less than five percent of the questions in classrooms today. How do you turn this teacher-centric dynamic around? In this book by bestselling author and education expert Jackie Walsh, the author shifts the focus to student-centric learning and how to develop student questioning strategies, including self-questions, academic questions, exploratory questions, and dialogic questions. Other highlights include: • Vignettes of quality questioning in action in various grade-level and content-area classrooms • Examples of how to use questioning to harness the power of formative assessment and create a culture of inquiry • Student questioning models for distance learning By instilling students with the desire and ability to become better questioners, teachers will see more actively engaged students, more collaboration, and an increase in overall student motivation for learning and achievement.

Cultivating Curiosity in K–12 Classrooms

Cultivating Curiosity in K–12 Classrooms PDF Author: Wendy L. Ostroff
Publisher: ASCD
ISBN: 1416621970
Category : Education
Languages : en
Pages : 176

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Book Description
Curiosity comes from within—we just have to know how to unleash it. We learn by engaging and exploring, asking questions and testing out answers. Yet our classrooms are not always places where such curiosity is encouraged and supported. Cultivating Curiosity in K–12 Classrooms describes how teachers can create a structured, student-centered environment that allows for openness and surprise, where inquiry guides authentic learning. Award-winning educator Wendy L. Ostroff shows how to foster student curiosity through exploration, novelty, and play; questioning and critical thinking; and experimenting and problem solving. With techniques to try, scaffolding advice, and relevant research from neuroscience and psychology, this book will help teachers harness the powerful drive in all learners—the drive to know, understand, and experience the world in a meaningful way.

The Alignment Problem: Machine Learning and Human Values

The Alignment Problem: Machine Learning and Human Values PDF Author: Brian Christian
Publisher: W. W. Norton & Company
ISBN: 039363583X
Category : Science
Languages : en
Pages : 496

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Book Description
A jaw-dropping exploration of everything that goes wrong when we build AI systems and the movement to fix them. Today’s “machine-learning” systems, trained by data, are so effective that we’ve invited them to see and hear for us—and to make decisions on our behalf. But alarm bells are ringing. Recent years have seen an eruption of concern as the field of machine learning advances. When the systems we attempt to teach will not, in the end, do what we want or what we expect, ethical and potentially existential risks emerge. Researchers call this the alignment problem. Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole—and appear to assess Black and White defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And as autonomous vehicles share our streets, we are increasingly putting our lives in their hands. The mathematical and computational models driving these changes range in complexity from something that can fit on a spreadsheet to a complex system that might credibly be called “artificial intelligence.” They are steadily replacing both human judgment and explicitly programmed software. In best-selling author Brian Christian’s riveting account, we meet the alignment problem’s “first-responders,” and learn their ambitious plan to solve it before our hands are completely off the wheel. In a masterful blend of history and on-the ground reporting, Christian traces the explosive growth in the field of machine learning and surveys its current, sprawling frontier. Readers encounter a discipline finding its legs amid exhilarating and sometimes terrifying progress. Whether they—and we—succeed or fail in solving the alignment problem will be a defining human story. The Alignment Problem offers an unflinching reckoning with humanity’s biases and blind spots, our own unstated assumptions and often contradictory goals. A dazzlingly interdisciplinary work, it takes a hard look not only at our technology but at our culture—and finds a story by turns harrowing and hopeful.

Creating Makers: How to Start a Learning Revolution at Your Library

Creating Makers: How to Start a Learning Revolution at Your Library PDF Author: Megan Egbert
Publisher: ABC-CLIO
ISBN: 1440843872
Category : Language Arts & Disciplines
Languages : en
Pages : 107

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Book Description
This book shows you how, even with a tight budget and limited space, you can foster "maker mentality" in your library and help patrons reap the learning benefits of making—with or without a makerspace. • Offers librarians creative ways to become involved in the exciting maker movement and encourage maker mentality among patrons • Presents an approach through which any library, no matter their size or budget, can participate • Speaks to all ages, experience levels, and educational levels • Fills a gap in the literature by providing libraries with limited resources the means to offer maker opportunities

Deep Learning

Deep Learning PDF Author: Frank Millstein
Publisher: Frank Millstein
ISBN:
Category : Computers
Languages : en
Pages : 266

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Book Description
Deep Learning - 2 BOOK BUNDLE!! Deep Learning with Keras This book will introduce you to various supervised and unsupervised deep learning algorithms like the multilayer perceptron, linear regression and other more advanced deep convolutional and recurrent neural networks. You will also learn about image processing, handwritten recognition, object recognition and much more. Furthermore, you will get familiar with recurrent neural networks like LSTM and GAN as you explore processing sequence data like time series, text, and audio. The book will definitely be your best companion on this great deep learning journey with Keras introducing you to the basics you need to know in order to take next steps and learn more advanced deep neural networks. Here Is a Preview of What You’ll Learn Here… The difference between deep learning and machine learning Deep neural networks Convolutional neural networks Building deep learning models with Keras Multi-layer perceptron network models Activation functions Handwritten recognition using MNIST Solving multi-class classification problems Recurrent neural networks and sequence classification And much more... Convolutional Neural Networks in Python This book covers the basics behind Convolutional Neural Networks by introducing you to this complex world of deep learning and artificial neural networks in a simple and easy to understand way. It is perfect for any beginner out there looking forward to learning more about this machine learning field. This book is all about how to use convolutional neural networks for various image, object and other common classification problems in Python. Here, we also take a deeper look into various Keras layer used for building CNNs we take a look at different activation functions and much more, which will eventually lead you to creating highly accurate models able of performing great task results on various image classification, object classification and other problems. Therefore, at the end of the book, you will have a better insight into this world, thus you will be more than prepared to deal with more complex and challenging tasks on your own. Here Is a Preview of What You’ll Learn In This Book… Convolutional neural networks structure How convolutional neural networks actually work Convolutional neural networks applications The importance of convolution operator Different convolutional neural networks layers and their importance Arrangement of spatial parameters How and when to use stride and zero-padding Method of parameter sharing Matrix multiplication and its importance Pooling and dense layers Introducing non-linearity relu activation function How to train your convolutional neural network models using backpropagation How and why to apply dropout CNN model training process How to build a convolutional neural network Generating predictions and calculating loss functions How to train and evaluate your MNIST classifier How to build a simple image classification CNN And much, much more! Get this book bundle NOW and SAVE money!

Deep Learning with Keras

Deep Learning with Keras PDF Author: Frank Millstein
Publisher: Frank Millstein
ISBN:
Category : Computers
Languages : en
Pages : 148

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Book Description
Deep Learning with Keras This book will introduce you to various supervised and unsupervised deep learning algorithms like the multilayer perceptron, linear regression and other more advanced deep convolutional and recurrent neural networks. You will also learn about image processing, handwritten recognition, object recognition and much more. Furthermore, you will get familiar with recurrent neural networks like LSTM and GAN as you explore processing sequence data like time series, text, and audio. The book will definitely be your best companion on this great deep learning journey with Keras introducing you to the basics you need to know in order to take next steps and learn more advanced deep neural networks. Here Is a Preview of What You’ll Learn Here… The difference between deep learning and machine learning Deep neural networks Convolutional neural networks Building deep learning models with Keras Multi-layer perceptron network models Activation functions Handwritten recognition using MNIST Solving multi-class classification problems Recurrent neural networks and sequence classification And much more... Get this book NOW and learn more about Deep Learning with Keras!

The Psychology of Asian Learners

The Psychology of Asian Learners PDF Author: Ronnel B. King
Publisher: Springer
ISBN: 981287576X
Category : Education
Languages : en
Pages : 664

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Book Description
This book celebrates the scholarly achievements of Prof. David A. Watkins, who has pioneered research on the psychology of Asian learners, and helps readers grasp the cognitive, motivational, developmental, and socio-cultural aspects of Asian learners learning experiences. A wide range of empirical and review papers, which examine the characteristics of these experiences as they are shaped by both the particularities of diverse educational systems/cultural milieus and universal principles of human learning and development, are showcased. The individual chapters, which explore learners from fourteen Asian countries, autonomous regions, and/or economies, build on research themes and approaches from Prof. Watkins’ research work, and are proof of the broad importance and enduring relevance of his seminal psychological research on learners and the learning process.

Handbook of Research on Teacher and Student Perspectives on the Digital Turn in Education

Handbook of Research on Teacher and Student Perspectives on the Digital Turn in Education PDF Author: Karpava, Sviatlana
Publisher: IGI Global
ISBN: 166844447X
Category : Education
Languages : en
Pages : 586

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Book Description
In recent years, the traditional way of teaching has been substituted by online teaching. Teachers have had to think about efficient and effective teaching methods and activities in online delivery that can keep students interested and engaged. It is important to examine teacher cognition and its relevance to classroom management and teaching practice as the role of technology in teaching and learning cannot be overestimated. The Handbook of Research on Teacher and Student Perspectives on the Digital Turn in Education examines the cognitions of teachers and students, their attitudes and perceptions regarding online teaching, and their personal experiences and challenges regarding the use of online platforms and digital tools. This book discusses the implementation of digital technologies in primary, secondary, and tertiary education that facilitates the learning and teaching process and creates a student-centered environment. Covering topics such as digital literacy, student engagement, and pedagogy, this reference work is an essential resource for practitioners, scholars, administrators, policymakers, researchers, academicians, instructors, and students.

Mastering Primary Art and Design

Mastering Primary Art and Design PDF Author: Peter Gregory
Publisher: Bloomsbury Publishing
ISBN: 147429491X
Category : Education
Languages : en
Pages : 200

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Book Description
Mastering Primary Art and Design introduces the primary art and design curriculum and helps trainees and teachers learn how to plan and teach inspiring lessons that make learning art and design irresistible. Topics covered include: · Current developments in art and design · Art and design as an irresistible activity · Art and design as a practical activity · Skills to develop in art and design · Promoting curiosity · Assessing children in art and design · Practical issues This guide includes examples of children's work, case studies, readings to reflect upon and reflective questions that all help to show students and teachers what is considered to be best and most innovative practice, and how they can use that knowledge in their own teaching to the greatest effect. The book draws on the experience of three leading professionals in primary languages, Peter Gregory, Claire March and Suzy Tutchell, to provide the essential guide to teaching art and design for all trainee and qualified primary teachers.