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Author: Bharath Ramsundar Publisher: O'Reilly Media ISBN: 1492039802 Category : Science Languages : en Pages : 236
Book Description
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
Author: Page Keeley Publisher: NSTA Press ISBN: 1936137518 Category : Science Languages : en Pages : 185
Book Description
Author Page Keeley continues to provide KOCo12 teachers with her highly usable and popular formula for uncovering and addressing the preconceptions that students bring to the classroomOCothe formative assessment probeOCoin this first book devoted exclusively to life science in her Uncovering Student Ideas in Science series. Keeley addresses the topics of life and its diversity; structure and function; life processes and needs of living things; ecosystems and change; reproduction, life cycles, and heredity; and human biology."
Author: Keith Wilhelmi Publisher: ISBN: Category : Languages : en Pages :
Book Description
Discovering Life Science is a middle school life science textbook with an approachable format. It is thoroughly illustrated, but not visually "over-busy." The 72 brief lessons are written in a student-friendly, concise style that is well-suited to self-teaching as well as the teaching of outlining. In addition to the standard content of most life science textbooks, students are provided a basic introduction to relevant topics such as genetic engineering, the COVID-19 pandemic and mRNA vaccines, and climate change. An optimistic view is emphasized; science is portrayed as a tool with which humans may help solve even serious challenges.
Author: Kathleen M. Susman Publisher: John Wiley & Sons ISBN: 1118907566 Category : Science Languages : en Pages : 181
Book Description
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.
Author: Jude Nnanabu, Ph.d. Publisher: Createspace Independent Pub ISBN: 9781478177067 Category : Science Languages : en Pages : 190
Book Description
A comprehensive text designed to give the educator material to reinforce relevant scientific information. Provide students with a knowledge base that meets the common core standards.
Author: Eric G. Bremer Publisher: Springer ISBN: 3540328106 Category : Computers Languages : en Pages : 159
Book Description
This book constitutes the refereed proceedings of the International Workshop on Knowledge Discovery in Life Science Literature, KDLL 2006, held in conjunction with the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006). The 12 revised full papers presented together with two invited talks were carefully reviewed and selected for inclusion in the book. The papers cover all topics of knowledge discovery in life science data.