Download or read book Hands On Nutrition Education written by Renée Hoffinger and published by . This book was released on 2016-08 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will guide you from the theoretical underpinnings of hands-on nutrition education (HONE) programs to the tools necessary to turn that theory into practice and customize a program for your target population. Learn practical guidelines for different types of HONE activities, including: Food demonstrations; Grocery store tours; Cooking classes; Development and management of institutional HONE programs. Resources include equipment lists, cooking class materials, resource planning sheets, medical documentation guide, program surveys and evaluations, sample funding proposal and much more.
Download or read book Mathematics for Machine Learning written by Marc Peter Deisenroth and published by Cambridge University Press. This book was released on 2020-04-23 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.
Download or read book Hands On Machine Learning with Scikit Learn Keras and TensorFlow written by Aurélien Géron and published by "O'Reilly Media, Inc.". This book was released on 2019-09-05 with total page 851 pages. Available in PDF, EPUB and Kindle. Book excerpt: Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you’ve learned, all you need is programming experience to get started. Explore the machine learning landscape, particularly neural nets Use Scikit-Learn to track an example machine-learning project end-to-end Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods Use the TensorFlow library to build and train neural nets Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning Learn techniques for training and scaling deep neural nets
Download or read book Machine Learning Refined written by Jeremy Watt and published by Cambridge University Press. This book was released on 2020-01-09 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: An intuitive approach to machine learning covering key concepts, real-world applications, and practical Python coding exercises.
Download or read book Machine Learning written by Jason Bell and published by John Wiley & Sons. This book was released on 2020-02-17 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dig deep into the data with a hands-on guide to machine learning with updated examples and more! Machine Learning: Hands-On for Developers and Technical Professionals provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals. The book contains a breakdown of each ML variant, explaining how it works and how it is used within certain industries, allowing readers to incorporate the presented techniques into their own work as they follow along. A core tenant of machine learning is a strong focus on data preparation, and a full exploration of the various types of learning algorithms illustrates how the proper tools can help any developer extract information and insights from existing data. The book includes a full complement of Instructor's Materials to facilitate use in the classroom, making this resource useful for students and as a professional reference. At its core, machine learning is a mathematical, algorithm-based technology that forms the basis of historical data mining and modern big data science. Scientific analysis of big data requires a working knowledge of machine learning, which forms predictions based on known properties learned from training data. Machine Learning is an accessible, comprehensive guide for the non-mathematician, providing clear guidance that allows readers to: Learn the languages of machine learning including Hadoop, Mahout, and Weka Understand decision trees, Bayesian networks, and artificial neural networks Implement Association Rule, Real Time, and Batch learning Develop a strategic plan for safe, effective, and efficient machine learning By learning to construct a system that can learn from data, readers can increase their utility across industries. Machine learning sits at the core of deep dive data analysis and visualization, which is increasingly in demand as companies discover the goldmine hiding in their existing data. For the tech professional involved in data science, Machine Learning: Hands-On for Developers and Technical Professionals provides the skills and techniques required to dig deeper.
Download or read book Sing Play Create written by Lisa Boston and published by Ideals Publications. This book was released on 2006 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Product Description: This book is suitable for ages 3 to 7 years. Four kid-favoured themes set the stage for stress-free early learning: At the Pond, In My Garden, At the Zoo, and On the Farm. Children move from parallel play into participatory activities. Sing! Sung or chanted to familiar melodies, the songs provide verbal awareness. Play! Simple games encourage important social skills, such as taking turns and respect for one another. Create! Engaging crafts help kids to observe, imagine, and express themselves. Complete thematic units help kids' develop curiosity with Nature Notes and Little Hands Story Corners.
Download or read book Hands On Machine Learning with R written by Brad Boehmke and published by CRC Press. This book was released on 2019-11-07 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hands-on Machine Learning with R provides a practical and applied approach to learning and developing intuition into today’s most popular machine learning methods. This book serves as a practitioner’s guide to the machine learning process and is meant to help the reader learn to apply the machine learning stack within R, which includes using various R packages such as glmnet, h2o, ranger, xgboost, keras, and others to effectively model and gain insight from their data. The book favors a hands-on approach, providing an intuitive understanding of machine learning concepts through concrete examples and just a little bit of theory. Throughout this book, the reader will be exposed to the entire machine learning process including feature engineering, resampling, hyperparameter tuning, model evaluation, and interpretation. The reader will be exposed to powerful algorithms such as regularized regression, random forests, gradient boosting machines, deep learning, generalized low rank models, and more! By favoring a hands-on approach and using real word data, the reader will gain an intuitive understanding of the architectures and engines that drive these algorithms and packages, understand when and how to tune the various hyperparameters, and be able to interpret model results. By the end of this book, the reader should have a firm grasp of R’s machine learning stack and be able to implement a systematic approach for producing high quality modeling results. Features: · Offers a practical and applied introduction to the most popular machine learning methods. · Topics covered include feature engineering, resampling, deep learning and more. · Uses a hands-on approach and real world data.
Download or read book Hands On English Language Learning Early Years written by Jennifer E. Lawson and published by Portage & Main Press. This book was released on 2009-09-04 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Hands-On English Language Learning program is a resource for classroom teachers, specialist teachers working with English-language learners, and other educational professionals who support these students. To assist your students in developing language skills, this resource includes: specific curricular connections for each lesson to identify links to subject-area themes in language arts, mathematics, science, social studies, health, physical education, and the arts integrated class activities to promote learning in context for all students in the classroom suggested activities focus on curricular topics in all subject areas, while supporting English language learners relevant topics such as the classroom and school, clothing, food, hobbies and interests, plants and animals of Canada, the world, and the environment age-appropriate, high-interest learning activities that foster the development of essential English language vocabulary and skills in listening, speaking, reading, writing, viewing, and representing activities (in keeping with the philosophy of all Portage & Main Press Hands-On programs) that are student-centred and focus on real-life, hands-on experiences Please note: All blackline masters are included on a CD.
Download or read book Machine Learning written by Stephen Marsland and published by CRC Press. This book was released on 2011-03-23 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditional books on machine learning can be divided into two groups- those aimed at advanced undergraduates or early postgraduates with reasonable mathematical knowledge and those that are primers on how to code algorithms. The field is ready for a text that not only demonstrates how to use the algorithms that make up machine learning methods, but
Download or read book Illustrated C 7 written by Daniel Solis and published by Apress. This book was released on 2018-02-19 with total page 817 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get to work quickly with C# with a uniquely succinct and visual format used to present the C# 7.0 language. Whether you’re getting to grips with C# for the first time or working to deepen your understanding, you’ll find this book to be a clear and refreshing take on each aspect of the language. Figures are of prime importance in this book. While teaching programming seminars, Daniel Solis found that he could almost watch the light bulbs going on over the students’ heads as he drew the figures on the whiteboard. In this text, he has distilled each important concept into simple but accurate illustrations. For this latest edition, Dan is joined by fellow experienced teacher and programmer, Cal Schrotenboer, to bring you the very latest C# language features, along with an understanding of the frameworks it most often lives in: .NET and the new .NET Core. For something as intricate and precise as a programming language, there must be text as well as figures. But rather than long, wordy explanations, the authors use short, concise descriptions and bullet lists to make each important piece of information visually distinct and memorable. What You’ll Learn Start with an overview of C# programming and how the language works under the hood Put things in context with a little useful history of C# and .NET Know how .NET Core fits into the picture Understand how C# handles types Benefit from clear, concise explanations of each language feature, from classes and inheritance to enumerators and iterators, and the new C# 7.0 tuples Quickly access material via this book's visual introduction to asynchronous programming with C# Who This Book Is For Novice to intermediate C# programmers, and more experienced programmers moving to C# from other languages
Download or read book Hands on Rust written by Herbert Wolverson and published by Pragmatic Bookshelf. This book was released on 2021-06-30 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rust is an exciting new programming language combining the power of C with memory safety, fearless concurrency, and productivity boosters - and what better way to learn than by making games. Each chapter in this book presents hands-on, practical projects ranging from "Hello, World" to building a full dungeon crawler game. With this book, you'll learn game development skills applicable to other engines, including Unity and Unreal. Rust is an exciting programming language combining the power of C with memory safety, fearless concurrency, and productivity boosters. With Rust, you have a shiny new playground where your game ideas can flourish. Each chapter in this book presents hands-on, practical projects that take you on a journey from "Hello, World" to building a full dungeon crawler game. Start by setting up Rust and getting comfortable with your development environment. Learn the language basics with practical examples as you make your own version of Flappy Bird. Discover what it takes to randomly generate dungeons and populate them with monsters as you build a complete dungeon crawl game. Run game systems concurrently for high-performance and fast game-play, while retaining the ability to debug your program. Unleash your creativity with magical items, tougher monsters, and intricate dungeon design. Add layered graphics and polish your game with style. What You Need: A computer running Windows 10, Linux, or Mac OS X.A text editor, such as Visual Studio Code.A video card and drivers capable of running OpenGL 3.2.
Download or read book Hands on Machine Learning with JavaScript written by Burak Kanber and published by Packt Publishing Ltd. This book was released on 2018-05-29 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: A definitive guide to creating an intelligent web application with the best of machine learning and JavaScript Key Features Solve complex computational problems in browser with JavaScript Teach your browser how to learn from rules using the power of machine learning Understand discoveries on web interface and API in machine learning Book Description In over 20 years of existence, JavaScript has been pushing beyond the boundaries of web evolution with proven existence on servers, embedded devices, Smart TVs, IoT, Smart Cars, and more. Today, with the added advantage of machine learning research and support for JS libraries, JavaScript makes your browsers smarter than ever with the ability to learn patterns and reproduce them to become a part of innovative products and applications. Hands-on Machine Learning with JavaScript presents various avenues of machine learning in a practical and objective way, and helps implement them using the JavaScript language. Predicting behaviors, analyzing feelings, grouping data, and building neural models are some of the skills you will build from this book. You will learn how to train your machine learning models and work with different kinds of data. During this journey, you will come across use cases such as face detection, spam filtering, recommendation systems, character recognition, and more. Moreover, you will learn how to work with deep neural networks and guide your applications to gain insights from data. By the end of this book, you'll have gained hands-on knowledge on evaluating and implementing the right model, along with choosing from different JS libraries, such as NaturalNode, brain, harthur, classifier, and many more to design smarter applications. What you will learn Get an overview of state-of-the-art machine learning Understand the pre-processing of data handling, cleaning, and preparation Learn Mining and Pattern Extraction with JavaScript Build your own model for classification, clustering, and prediction Identify the most appropriate model for each type of problem Apply machine learning techniques to real-world applications Learn how JavaScript can be a powerful language for machine learning Who this book is for This book is for you if you are a JavaScript developer who wants to implement machine learning to make applications smarter, gain insightful information from the data, and enter the field of machine learning without switching to another language. Working knowledge of JavaScript language is expected to get the most out of the book.
Download or read book The Success Criteria Playbook written by John Almarode and published by Corwin Press. This book was released on 2021-02-05 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provide students a clear view of what success looks like for any process, task, or product. What does success look like for your students? How will they know if they have learned? This essential component of teaching and learning can be difficult to articulate but is vital to achievement for both teachers and students. The Success Criteria Playbook catapults teachers beyond learning intentions to define clearly what success looks like for every student—whether face-to-face or in a remote learning environment. Designed to be used collaboratively in grade-level, subject area teams—or even on your own—the step-by-step playbook expands teacher understanding of how success criteria can be utilized to maximize student learning and better engage learners in monitoring and evaluating their own progress. Each module is designed to support the creation and immediate implementation of high-quality, high impact success criteria and includes: • Templates that allow for guided and independent study for teachers. • Extensive STEM-focused examples from across the K-12 STEM curriculum to guide teacher learning and practice. • Examples of success criteria applied across learning domains and grades, including high school content, skills, practices, dispositions, and understandings. Ensure equity of access to learning and opportunity for all students by designing and employing high-quality, high-impact success criteria that connect learners to a shared understanding of what success looks like for any given learning intention.
Download or read book Suggested Resource List written by and published by . This book was released on 1985 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: This resource list is intended to serve as a guide for local school personnel in the selection of nutrition education resource materials. The list is divided into twenty subject matter categories and the intended audience ranges from preschool to adult. Type of material on the list includes books, curriculum packages, films, filmstrips, cassettes, videocassettes, posters, pamphlets, slides, transparencies and a musical play.
Download or read book Active Learning in Social Studies written by Globe Fearon and published by Globe Fearon Company. This book was released on 1998-12 with total page 61 pages. Available in PDF, EPUB and Kindle. Book excerpt: This activity-based program helps special-needs students achieve success and confidence in four content areas: science, social studies, math, and communication arts. Students learn to identify cause-and-effect relationships, identify main ideas and details, compare and contrast, summarize ideas, ask questions, make judgments, and more. Reading Level: 2-3 Interest Level: 6-12
Download or read book Learning the Art of Electronics written by Thomas C. Hayes and published by Cambridge University Press. This book was released on 2016-03-02 with total page 1150 pages. Available in PDF, EPUB and Kindle. Book excerpt: This introduction to circuit design is unusual in several respects. First, it offers not just explanations, but a full course. Each of the twenty-five sessions begins with a discussion of a particular sort of circuit followed by the chance to try it out and see how it actually behaves. Accordingly, students understand the circuit's operation in a way that is deeper and much more satisfying than the manipulation of formulas. Second, it describes circuits that more traditional engineering introductions would postpone: on the third day, we build a radio receiver; on the fifth day, we build an operational amplifier from an array of transistors. The digital half of the course centers on applying microcontrollers, but gives exposure to Verilog, a powerful Hardware Description Language. Third, it proceeds at a rapid pace but requires no prior knowledge of electronics. Students gain intuitive understanding through immersion in good circuit design.
Download or read book ABCs written by Scholastic Inc. and published by Cartwheel Books. This book was released on 2004-09-01 with total page 13 pages. Available in PDF, EPUB and Kindle. Book excerpt: 13 cards with photographs and touch-and-feel textures teach ABCs. The most trusted name in learning brings you the most playful way to learn! Each Scholastic Hands-On Learning: ABCs pack comes in a sturdy reusable storage box containing 13 child-and-parent-friendly cards with rounded corners. Each card has photographs with touch-and-feel textures and learning activities. A Parent Guide card describes additional skill-building activities.
