Discovery-Based Learning in the Life Sciences

Discovery-Based Learning in the Life Sciences PDF

Author: Kathleen M. Susman

Publisher: John Wiley & Sons

Published: 2015-09-28

Total Pages: 182

ISBN-13: 1118907566

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For nearly a decade, scientists, educators and policy makers have issued a call to college biology professors to transform undergraduate life sciences education. As a gateway science for many undergraduate students, biology courses are crucial to addressing many of the challenges we face, such as climate change, sustainable food supply and fresh water and emerging public health issues. While canned laboratories and cook-book approaches to college science education do teach students to operate equipment, make accurate measurements and work well with numbers, they do not teach students how to take a scientific approach to an area of interest about the natural world. Science is more than just techniques, measurements and facts; science is critical thinking and interpretation, which are essential to scientific research. Discovery-Based Learning in the Life Sciences presents a different way of organizing and developing biology teaching laboratories, to promote both deep learning and understanding of core concepts, while still teaching the creative process of science. In eight chapters, the text guides undergraduate instructors in creating their own discovery-based experiments. The first chapter introduces the text, delving into the necessity of science education reform. The chapters that follow address pedagogical goals and desired outcomes, incorporating discovery-based laboratory experiences, realistic constraints on such lab experiments, model scenarios, and alternate ways to enhance student understanding. The book concludes with a reflection on four imperatives in life science research-- climate, food, energy and health-- and how we can use these laboratory experiments to address them. Discovery-Based Learning in the Life Sciences is an invaluable guide for undergraduate instructors in the life sciences aiming to revamp their curriculum, inspire their students and prepare them for careers as educated global citizens.

Discovery-Based Learning in the Life Sciences

Discovery-Based Learning in the Life Sciences PDF

Author: Kathleen M. Susman

Publisher: John Wiley & Sons

Published: 2015-06-30

Total Pages: 184

ISBN-13: 1118907248

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For nearly a decade, scientists, educators and policy makers have issued a call to college biology professors to transform undergraduate life sciences education. As a gateway science for many undergraduate students, biology courses are crucial to addressing many of the challenges we face, such as climate change, sustainable food supply and fresh water and emerging public health issues. While canned laboratories and cook-book approaches to college science education do teach students to operate equipment, make accurate measurements and work well with numbers, they do not teach students how to take a scientific approach to an area of interest about the natural world. Science is more than just techniques, measurements and facts; science is critical thinking and interpretation, which are essential to scientific research. Discovery-Based Learning in the Life Sciences presents a different way of organizing and developing biology teaching laboratories, to promote both deep learning and understanding of core concepts, while still teaching the creative process of science. In eight chapters, the text guides undergraduate instructors in creating their own discovery-based experiments. The first chapter introduces the text, delving into the necessity of science education reform. The chapters that follow address pedagogical goals and desired outcomes, incorporating discovery-based laboratory experiences, realistic constraints on such lab experiments, model scenarios, and alternate ways to enhance student understanding. The book concludes with a reflection on four imperatives in life science research-- climate, food, energy and health-- and how we can use these laboratory experiments to address them. Discovery-Based Learning in the Life Sciences is an invaluable guide for undergraduate instructors in the life sciences aiming to revamp their curriculum, inspire their students and prepare them for careers as educated global citizens.

Deep Learning for the Life Sciences

Deep Learning for the Life Sciences PDF

Author: Bharath Ramsundar

Publisher: O'Reilly Media

Published: 2019-04-10

Total Pages: 236

ISBN-13: 1492039802

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Deep learning has already achieved remarkable results in many fields. Now it’s making waves throughout the sciences broadly and the life sciences in particular. This practical book teaches developers and scientists how to use deep learning for genomics, chemistry, biophysics, microscopy, medical analysis, and other fields. Ideal for practicing developers and scientists ready to apply their skills to scientific applications such as biology, genetics, and drug discovery, this book introduces several deep network primitives. You’ll follow a case study on the problem of designing new therapeutics that ties together physics, chemistry, biology, and medicine—an example that represents one of science’s greatest challenges. Learn the basics of performing machine learning on molecular data Understand why deep learning is a powerful tool for genetics and genomics Apply deep learning to understand biophysical systems Get a brief introduction to machine learning with DeepChem Use deep learning to analyze microscopic images Analyze medical scans using deep learning techniques Learn about variational autoencoders and generative adversarial networks Interpret what your model is doing and how it’s working

Teaching Children Science

Teaching Children Science PDF

Author: Joseph Abruscato

Publisher: Allyn & Bacon

Published: 2004

Total Pages: 520

ISBN-13:

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Intended for both pre-service and practicing teachers, "Teaching Children Science, Sixth Edition" provides elementary science methods, content, and activities using Abruscato's "discovery approach" presenting contemporary ideas in a motivating, engaging writing style that captivates future classroom teachers and enhances instruction in the science classroom. Allow your students to "discover" science through this practical text. Each chapter begins with "A Look Ahead" and "Going Further." Each chapter concludes with a summary, "Suggested Readings," and "Real Teachers Talking: A Starting Point for Thinking, Talking, and Writing." In the first section, STRATEGIES AND TECHNIQUES, the author starts your students on a path to discovery by asking questions likeAA How Can I Use Key Ideas from Learning Theory to Create a Discovery-Based Classroom? How Can I Use the Science Process Skills as Starting Points for Discovery Unit and Lesson Planning? How Can I Use Cooperative Learning, Special Questioning, Active Listening and Other Strategies to Foster Discovery Learning? And moreA In the second section, EARTH/SPACE SCIENCES AND TECHNOLOGY: UNIT/LESSON PLAN STARTER IDEAS, SCIENCE CONTENT AND DISCOVERY ACTIVITIES, your students will learn how to adapt science curriculum, bring in content, and conduct activities in areas such as The Cosmos and The EarthAs Atmosphere. In the third section, LIFE SCIENCES AND TECHNOLOGY: UNIT/LESSON PLAN STARTER IDEAS, SCIENCE CONTENT AND DISCOVERY ACTIVITIES, your students will learn how to adapt science curriculum, bring in content, and conduct activities in areas such as Plants and Animals and The Human Body. "This is an excellent resource for future teachers to have during their actual teaching." Professor Russell Agne, "The University of Vermont" "Dr. AbruscatoAs writing style appeals to those who aspire to teach science as well as to those who have a desire to teach but are among the many who tend to be science shy." Professor Jim Dawson, "Rochester College" Author bio: Dr. Joseph Abruscato received his Bachelors and Masters Degrees from Trenton State College and his Ph.D. from The Ohio State University. He presently teaches science curriculum and methods courses at the University of Vermont, Burlington. He was inspired by his own teachers to enter the teaching profession and his personal experience as a teacher has enhanced his professional work as a teacher educator. Dr. Abruscato has presented hundreds of speeches and workshops across the United States and Canada and has published a variety of science books for children and teachers including "Teaching Children Science" and "Whizbangers and Wonderments." Other Texts to Consider:

Integrating Discovery-Based Research into the Undergraduate Curriculum

Integrating Discovery-Based Research into the Undergraduate Curriculum PDF

Author: National Academies of Sciences, Engineering, and Medicine

Publisher: National Academies Press

Published: 2016-01-07

Total Pages: 161

ISBN-13: 0309380898

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Students who participate in scientific research as undergraduates report gaining many benefits from the experience. However, undergraduate research done independently under a faculty member's guidance or as part of an internship, regardless of its individual benefits, is inherently limited in its overall impact. Faculty members and sponsoring companies have limited time and funding to support undergraduate researchers, and most institutions have available (or have allocated) only enough human and financial resources to involve a small fraction of their undergraduates in such experiences. Many more students can be involved as undergraduate researchers if they do scientific research either collectively or individually as part of a regularly scheduled course. Course-based research experiences have been shown to provide students with many of the same benefits acquired from a mentored summer research experience, assuming that sufficient class time is invested, and several different potential advantages. In order to further explore this issue, the Division on Earth and Life Studies and the Division of Behavioral and Social Sciences and Education organized a convocation meant to examine the efficacy of engaging large numbers of undergraduate students who are enrolled in traditional academic year courses in the life and related sciences in original research, civic engagement around scientific issues, and/or intensive study of research methods and scientific publications at both two- and four-year colleges and universities. Participants explored the benefits and costs of offering students such experiences and the ways that such efforts may both influence and be influenced by issues such as institutional governance, available resources, and professional expectations of faculty. Integrating Discovery-Based Research into the Undergraduate Curriculum summarizes the presentations and discussions from this event.

Discovery Engineering in Biology

Discovery Engineering in Biology PDF

Author: Rebecca Hite

Publisher: National Science Teachers Association

Published: 2020

Total Pages: 0

ISBN-13: 9781681406145

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"Who knew that small, plant-eating mammals called pikas helped scientists find new ways to survive extreme weather events, or that algae could be used as airplane fuel? Your students will learn about amazing scientific advancements like these when you use the lessons in Discovery Engineering in Biology: Case Studies for Grades 6-12. The book is a lively way to blend history, real-world perspectives, 21st-century skills, and engineering into your biology or STEM curriculum. Like Discovery Engineering in Physical Science (see p. XX), this book features case studies about observations and accidental discoveries that led to the invention of new products and problem-solving applications. The 20 lessons are both flexible and easy to use. After reading a historical account of an actual innovation, students explore related activities that connect to such topics as molecules and organisms, ecosystems, heredity, and biological evolution. Then they're prompted to think creatively about science from serendipity. They conduct research, analyze data, and use the engineering design process to develop products or applications of their own. Students are sure to be intrigued by investigations with titles such as "Vindicating Venom: Using Biological Mechanisms to Treat Diseases and Disorders" and "Revealing Repeats: The Accidental Discovery of DNA Fingerprinting." Discovery Engineering in Biology is an engaging way to help students discover that when accidents happen, the outcome can be an incredible innovation"--

Teaching Science Through Discovery

Teaching Science Through Discovery PDF

Author: Arthur A. Carin

Publisher: Prentice Hall

Published: 1997

Total Pages: 342

ISBN-13: 9780132340892

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Showing teachers how a guided discovery approach to teaching science can ignite children's interest, this text offers activities to stimulate a child's natural curiosity and guided questioning techniques to elicit insights and personal discovery. The work provides resource information on planning, organizing and running a guided discovery science programme in pre-school, junior and secondary school settings. It suggests ways of integrating science teahing into oral and written language, social studies, art, mathematics, music and physical educaiton.

Teaching Children Science

Teaching Children Science PDF

Author: Joseph Abruscato

Publisher:

Published: 2010

Total Pages: 0

ISBN-13: 9780137154531

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What specific strategies and techniques will help foster discovery learning? The new edition of Teaching Children Science: Discovery Methods for the Elementary and Middle Grades provides the answers to that question. This truncated volume is composed of the first nine chapters from Teaching Children Science: A Discovery Approach, Seventh Edition. Like the larger text on which it is based, it takes a constructivist approach to learning and it is written with the same engaging writing style. This brief book of strategies and techniques will help pre-service teachers learn to plan meaningful lessons and units and manage an inquiry-based classroom. The authors suggest productive ways to use the Internet and other technologies in the classroom to enhance learning. Integrating science across the curriculum is also discussed as well as the NSE Standards. Like the larger book, it covers the strategies and techniques for teachers to incorporate cooperative learning, questioning, and active listening in their classrooms. Readers of this book will become teachers who can create classrooms where children look forward to science time as a wonderful opportunity to learn!

Teaching Children Science

Teaching Children Science PDF

Author: Joseph Abruscato

Publisher: Allyn & Bacon

Published: 2004-12

Total Pages: 224

ISBN-13: 9780205463664

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Intended for both pre-service and practicing teachers, this book is composed of strategies and techniques for teaching science derived from the Sixth Edition of Joseph Abruscato's successful comprehensive text, Teaching Children Science: A Discovery Approach.

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