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Author: Amy Shell-Gellasch Publisher: MAA ISBN: 0883851822 Category : Education Languages : en Pages : 191
Book Description
In an increasingly electronic society, these exercises are designed to help school and collegiate educators use historical devices of mathematics to balance the digital side of mathematics.
Author: Amy Shell-Gellasch Publisher: MAA ISBN: 0883851822 Category : Education Languages : en Pages : 191
Book Description
In an increasingly electronic society, these exercises are designed to help school and collegiate educators use historical devices of mathematics to balance the digital side of mathematics.
Author: Jay Dawani Publisher: Packt Publishing Ltd ISBN: 183864184X Category : Computers Languages : en Pages : 347
Book Description
A comprehensive guide to getting well-versed with the mathematical techniques for building modern deep learning architectures Key FeaturesUnderstand linear algebra, calculus, gradient algorithms, and other concepts essential for training deep neural networksLearn the mathematical concepts needed to understand how deep learning models functionUse deep learning for solving problems related to vision, image, text, and sequence applicationsBook Description Most programmers and data scientists struggle with mathematics, having either overlooked or forgotten core mathematical concepts. This book uses Python libraries to help you understand the math required to build deep learning (DL) models. You'll begin by learning about core mathematical and modern computational techniques used to design and implement DL algorithms. This book will cover essential topics, such as linear algebra, eigenvalues and eigenvectors, the singular value decomposition concept, and gradient algorithms, to help you understand how to train deep neural networks. Later chapters focus on important neural networks, such as the linear neural network and multilayer perceptrons, with a primary focus on helping you learn how each model works. As you advance, you will delve into the math used for regularization, multi-layered DL, forward propagation, optimization, and backpropagation techniques to understand what it takes to build full-fledged DL models. Finally, you’ll explore CNN, recurrent neural network (RNN), and GAN models and their application. By the end of this book, you'll have built a strong foundation in neural networks and DL mathematical concepts, which will help you to confidently research and build custom models in DL. What you will learnUnderstand the key mathematical concepts for building neural network modelsDiscover core multivariable calculus conceptsImprove the performance of deep learning models using optimization techniquesCover optimization algorithms, from basic stochastic gradient descent (SGD) to the advanced Adam optimizerUnderstand computational graphs and their importance in DLExplore the backpropagation algorithm to reduce output errorCover DL algorithms such as convolutional neural networks (CNNs), sequence models, and generative adversarial networks (GANs)Who this book is for This book is for data scientists, machine learning developers, aspiring deep learning developers, or anyone who wants to understand the foundation of deep learning by learning the math behind it. Working knowledge of the Python programming language and machine learning basics is required.
Author: Judi Hechtman Publisher: Scholastic Inc. ISBN: 9780590762502 Category : Education Languages : en Pages : 84
Book Description
Provides literature-based activities for teaching math to students in grades one through three, each with activities, reproducible patterns, and recording sheets.
Author: Jennifer Lawson Publisher: Portage & Main Press ISBN: 1553790901 Category : Education Languages : en Pages : 510
Book Description
This teacher resource offers a detailed introduction to the Hands-On Mathematics program (guiding principles, implementation guidelines, an overview of the processes that grade 1 students use and develop during mathematics inquiry), and a classroom assessment plan complete with record-keeping templates and connections to the Achievement Levels outlined in the Ontario Mathematics Curriculum. The resource also provides strategies and visual resources for developing students' mental math skills. The resource includes: Mental Math Strategies Unit 1: Patterning and Algebra Unit 2: Data Management and Probability Unit 3: Measurement Unit 4: Geometry and Spatial Sense Unit 5: Number Sense and Numeration Each unit is divided into lessons that focus on specific curricular expectations. Each lesson has materials lists, activity descriptions, questioning techniques, problem-solving examples, activity centre and extension ideas, assessment suggestions, activity sheets, and visuals required.
Author: Publisher: Carson-Dellosa Publishing ISBN: 1483859738 Category : Juvenile Nonfiction Languages : en Pages : 96
Book Description
PREKINDERGARTEN: Spectrum Hands-On Math offers multi-sensory strategies for learning grade-specific math skills, including counting, addition, subtraction, measurement, patterns, and shapes. INCLUDES: This 96-page kit-in-a-book includes 100+ cut-apart math manipulatives, 4 dry erase panels, 1 dry-erase pen, and storage pouch. PARENT-FRIENDLY: A Closer Look feature is included that offers tips for parents to help their child learn math in today’s classroom and get ready for kindergarten. WHY USE SPECTRUM:This hands-on resource features the academic rigor of the teacher-recommended Spectrum® brand, but with a user-friendly layout and easy-to-follow instructions perfect for young students.
Author: Sara Delano Moore Publisher: Corwin Press ISBN: 1071816063 Category : Education Languages : en Pages : 289
Book Description
Put math manipulatives to work in your classroom and make teaching and learning math both meaningful and productive. Mastering Math Manipulatives includes everything you need to integrate math manipulatives—both concrete and virtual—into math learning. Each chapter of this richly illustrated, easy-to-use guide focuses on a different powerful tool, such as base ten blocks, fraction manipulatives, unit squares and cubes, Cuisenaire Rods, Algebra tiles and two-color counters, geometric strips and solids, geoboards, and others, and includes a set of activities that demonstrate the many ways teachers can leverage manipulatives to model and reinforce math concepts for all learners. It features: · Classroom strategies for introducing math manipulatives, including commercial, virtual, and hand-made manipulatives, into formal math instruction. · Step-by-step instructions for over 70 activities that work with any curriculum, including four-color photos, printable work mats, and demonstration videos. · Handy charts that sort activities by manipulative type, math topic, domains aligned with standards, and grade-level appropriateness.
Author: Zachary J. Brewer Publisher: Createspace Independent Publishing Platform ISBN: 9781453636435 Category : Art in mathematics education Languages : en Pages : 0
Book Description
Math Art is a supplemental, arts-integrated mathematics curriculum. The purpose of Math Art is to help teachers introduce, reinforce, or expand upon the topics their students are required to learn. Furthermore, by blending the subjects of mathematics and art, Math Art is capable of motivating students, decreasing classroom discipline problems, increasing student retention of knowledge, and assisting the instruction of visual learners, kinesthetic learners, and English Language Learners. Each of the book's math activities require students to create an aesthetically-pleasing project that focuses on a fundamental or "broad" mathematical topic (perimeter, volume, symmetry, angles, etc.).
Author: Andrew King Publisher: ISBN: 9781770938908 Category : Educational games Languages : en Pages : 0
Book Description
"Dive into learning with this hands-on book that explores math. Includes easy-to-make projects and colorful illustrations, educators will love these books as classroom supplements, and parents will love having them to challenge and engage children's minds at home." --
Author: Beth Davis Publisher: Gryphon House Incorporated ISBN: 9780876596494 Category : Creative activities and seat work Languages : en Pages : 0
Book Description
Encourage young investigators to feel, listen, smell, taste, and see their way to discovery by seamlessly infusing math and science throughout the school day As you incorporate all five senses into learning experiences, you will give little innovators the opportunity to observe and explore the world around them. The activities in Hands-On Science and Math: Fun, Fascinating Activities for Young Children will help you plan engaging science, technology, engineering, and math (STEM) lessons that will excite children and foster their critical thinking. Children can experience the thrill of scientific inquiry through simple experiments: Launching Recycled Rockets Shake and Freeze: Homemade Ice Cream Look Out Volcano Erupting The Mystery of Suspensions Go, Car, Go Simple Machines and Inclined Planes Designed to work with easy-to-find materials, the Hands-On Science and Math activities are inexpensive and uncomplicated, yet they lay the groundwork for understanding more complex STEM concepts later on. Award Winner Recipient of the following awards: 2015 Creative Child Magazine Preferred Choice Award 2015 Tillywig Toy Brain Child Award 2015 Academics' Choice Smart Book Award
Author: Amy Shell-Gellasch
Author: Amy Shell-Gellasch
Author: Jay Dawani
Author: Judi Hechtman
Author: Jennifer Lawson
Author: 
Author: Sara Delano Moore
Author: Zachary J. Brewer
Author: Andrew King
Author: Joanne Currah
Author: Beth Davis