overhauling learning for multilingual students jeff zwiers

Adopt a strengths-based, justice-centered approach to teaching multilingualsOffering educators a path to pedagogical justice for multilingual learners, Overhauling Learning for Multilingual Students outlines a comprehensive alternative model for instruction and assessment. With an emphasis on engaging multilingual learners in authentic communication and promoting student agency and creativity, this book is an urgent call-to-action for educators at all levels to value and leverage the many assets that multilingual students bring to every classroom.The book outlines six dimensions of pedagogical justice and offers practical strategies to implement a learner-centered approach that will help all students thrive. Additional features include: An assets-based framework designed to help multilingual learners learn and grow Guidance for shifting instructional strategies away from remediation and test preparation toward an engaging, justice-centered approach Activities to to help students collaboratively build up unique and important ideas (claims and concepts) across disciplinesWritten by scholar, practitioner, and best-selling author, Jeff Zwiers, Overhauling Learning for Multilingual Students supports educators to de-think and rethink traditional one-size-fits-all approaches to teaching and assessing multilingual learners.

Objev podobné jako Overhauling Learning for Multilingual Students - Jeff Zwiers

Foster multilingual learners’ academic success, wellbeing, agency, and belongingThough multilingual learners (MLs) comprise nearly 25% of the school-age population, the most widely-used social emotional learning (SEL) frameworks and programs lack an intentional focus on these students’ unique strengths and challenges. To foster MLs’ academic success and wellbeing, educators must consider students’ cultures, languages, assets, expectations, norms, and life experiences when integrating SEL practices.In this groundbreaking book, Dr. Diane Staehr Fenner and Mindi Teich break down how each of the five competencies in the Collaborative for Academic, Social, and Emotional Learning (CASEL) SEL framework can be implemented with ML success in mind. Staehr Fenner and Teich’s practical and engaging guide provides SEL considerations that are unique to MLs, relevant research, easy-to-implement educator actions, and tools to seamlessly integrate SEL practices into content and language instruction. Additional features include: Tools and practical strategies educators can apply immediately Programmatic and systemic considerations that impact SEL for MLs Examples of successful SEL strategies for MLs currently being used in classrooms Ample opportunities for reflection and application in each chapter Templates to prioritize and integrate SEL for MLs into teaching practicesMLs thrive when they are validated and supported to achieve their goals, empathize with others, ... Unknown localization key: "more"

Objev podobné jako Social Emotional Learning for Multilingual Learners - Diane Staehr Fenner, Mindi Teich

Engage the World Change the World Deep Learning has claimed the attention of educators and policymakers around the world. This book not only defines what deep learning is, but takes up the question of how to mobilize complex, whole-system change and transform learning for all students. Deep Learning is a global partnership that works to: transform the role of teachers to that of activators who design experiences that build global competencies using real-life problem solving; and supports schools, districts, and systems to shift practice and how to measure learning in authentic ways. This comprehensive strategy incorporates practical tools and processes to engage students, educators, and families in new partnerships and drive deep learning. Inside you’ll find: The Deep Learning Framework Vignettes and case studies from K-12 classrooms in 1,200 schools in seven countries Guidance for reaching disadvantaged and differently abled students Sample protocols and rubrics for assessment Videos demonstrating deep learning design and innovative leadership in practice Through learning partnerships, learning environments, new pedagogical practices, and leveraged digital skills, deep learning reaches students as never before — preparing them to be active, engaged participants in their future.

Objev podobné jako Deep Learning - Joanne Quinn, Michael Fullan, Joanne J. McEachen

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Raise standards and improve learning for all students through equitable gradingGrading–one of the most important responsibilities of teachers with major implications for students’ academic and life trajectories–is ironically also among the most enigmatic and frequently avoided topics in education. Although most teachers sense that common grading practices are often ineffective, there is limited understanding of how those practices can undermine effective teaching and harm students, particularly those historically underserved. It is long past due to implement grading practices that are more accurate, bias-resistant, and motivational, and which improve student learning, empower teachers, and transform classrooms as a result.In this newly updated edition of the best-selling Grading for Equity, Joe Feldman provides a valuable resource for anyone invested in grading and its impact on students’ education, mental health, and future opportunities. Offering a research-based alternative to the status quo, this practitioner-friendly guide provides Extensive revisions that reflect how the pandemic and the Black Lives Matter movement shifted traditional grading systems New data from both academic research and classrooms that demonstrate the benefits of equitable grading for all students Clear approaches to implement equitable grading practices Updated information on several equitable grading practices, including proficiency scales A new concluding chapter that explores ... Unknown localization key: "more"

Objev podobné jako Grading for Equity - Joe Feldman

Dr. Jeff Zwiers, an educational researcher at Stanford University, has spent the last 15 years analyzing classroom conversations to see how they can be better used and improved in classroom settings. Teachers who have worked with him report significant growth in students’ engagement, content learning, language, creativity, and sense of agency. Zweirs introduced his initial vision for classroom conversations Academic Conversations: Classroom Talk that Fosters Critical Thinking and Content Understanding. His follow-up book, Next Steps with Academic Conversations: New Ideas for Improving Learning Through Classroom Talk , expands the first book with updated classroom strategies and practices. In this new version, teachers will discover: How to introduce buildable ideas and teach students how to develop and support them Equitable classroom discussions and how diverse backgrounds conversing can benefit social skills and emotional intelligence Highlights of new research-based theories on classroom conversation Ways to develop students'' confidence in conversation and how classroom skills can apply to real world interactions This resource is the product of his extensive research, co-teaching, and collaborating with a wide range of educators. It was written for busy teachers who want a practical guide for strengthening the quality and quantity of productive conversations in their lessons.

Objev podobné jako Next Steps with Academic Conversations - Jeff Zwiers

What will you do to promote multilingual learners’ equity?  Our nation’s moment of reckoning with the deficit view of multilingual learners has arrived. The COVID-19 pandemic has further exposed and exacerbated long-standing inequities that stand in the way of MLs’ access to effective instruction. Recent events have also caused us to reflect on our place as educators within the intersection of race and language. In this innovative book, Sydney Snyder and Diane Staehr Fenner share practical, replicable ways you can draw from students’ strengths and promote multilingual learners′ success within and beyond your own classroom walls. In this book you’ll find • Practical and printable, research-based tools that guide you on how to implement culturally responsive teaching in your context • Case studies and reflection exercises to help identify implicit bias in your work and mitigate deficit-based thinking • Authentic classroom video clips in each chapter to show you what culturally responsive teaching actually looks like in practice • Hand-drawn sketch note graphics that spotlight key concepts, reinforce central themes, and engage you with eye-catching and memorable illustrations There is no time like the present for you to reflect on your role in culturally responsive teaching and use new ... Unknown localization key: "more"

Objev podobné jako Culturally Responsive Teaching for Multilingual Learners - Diane Staehr Fenner, Sydney Cail Snyder

Be the instructional coach multilingual students and their teachers need.As the population of multilingual learners (MLs) in K–12 schools continues to grow, instructional coaches must support content teachers to recognize these students’ assets and address their linguistic, cultural, academic, and social-emotional needs. Leveraging her decades of facilitating and coaching experience in the fields of language, literacy, and professional learning, Margarita Calderón meets this urgent need with practical, evidence-based strategies to leverage the power of coaching in support of ML excellence.Through the individual chapters dedicated to academic language, reading, and writing instruction and strategies to promote student discourse and social-emotional learning embedded throughout, this book will give coaches what they need to guide all teachers toward ML excellence. Additional features include A step-by-step framework designed to help coaches promote teacher efficacy with MLs regardless of program setting or instructional approach Clear guidance for how to structure coaching sessions with teachers, driven by research-based approaches and observation and feedback protocols for accelerating student comprehension Myth-busting facts about the do’s and don′ts of effective coaching for ML success Spotlights on the experiences of veteran coaches focusing on successes, challenges, and tips to remain resilient Individual and group reflection questions and tools at the ... Unknown localization key: "more"

Objev podobné jako Coaching for Multilingual Excellence - Margarita Espino Calderon

This book brings together research from six different countries across three continents where teacher educators and policy makers are addressing the under-preparation of content teachers to work effectively with multilingual learners. By highlighting this relatively young field of research at an international level, the book advances the research-based knowledge of the field and promotes international research relationships and partnerships to better support the education of multilingual learners and their teachers.The chapters represent high-quality empirical qualitative, quantitative, and mixed methods studies about pre-service and in-service teachers. Comprising four sections, each represents a critical aspect of the equitable teaching of multilingual learners. All the research was conducted in countries that belong to OECD (Organisation for Economic Co-operation and Development) and the PISA (Programme for International Student Assessment) enabling the reader to compare contexts and outcomes.This book will be of particular interest to academics, researchers, and post-graduate students in the fields of language education, teacher education, and education for multilingual learners. It will be of great value to anyone concerned with equity and social justice for multilingual learners whose languages, cultural practices, and resources are often overlooked and/or marginalized in the schools they attend.

Objev podobné jako Teaching Content and Language in the Multilingual Classroom

A unique collection honoring Guadalupe Valdés’ impact in the fields of bilingualism, language teaching and equity and access in education.This book honors the impactful contributions of Guadalupe Valdés toward equity in multilingual schools and communities. As one of the first language education scholars to examine the vibrant language practices of bilingual users in the US Southwest, her work marked a departure from traditional foreign language approaches and sparked a movement focused on valuing heritage languages and creating more equitable educational systems for young people from linguistically minoritized backgrounds.Influenced by the work of Professor Valdés, the contributors to this book draw on multiple aspects of her research to look at new ways of addressing equity and social justice for multilingual users in schools and communities.Chapters focus on three major areas of her work: the nature of languages and literacies in multilingual contexts, language development in classrooms and communities, and equity and access. At the end of each section, short interludes describe contributors’ personal experiences of learning from and with Professor Valdés, providing insight into the practices of mentorship and professional development within the field.This volume will appeal to students and researchers across bilingualism, applied linguistics and education, offering an overview of ... Unknown localization key: "more"

Objev podobné jako Equity in Multilingual Schools and Communities

Bring classroom content to life for multilingual learnersIn this eagerly anticipated revision of their bestselling book, authors Diane Staehr Fenner, Sydney Snyder, and Meghan Gregoire-Smith share dynamic, research-backed strategies that every educator of multilingual learners (MLs) can add to their repertoire. Including more of what educators loved from the first edition—authentic classroom examples, a wide variety of research-based instructional strategies, and practical tools to implement across grade levels and content areas—this is the ultimate practical guide to unlocking the potential of MLs in K-12 classrooms.With fresh graphics and eye-catching colors, this thoroughly revised edition also includes: Considerations for newcomers and students with interrupted or no formal education (SLIFE) An added chapter on building scaffolded instruction and peer learning opportunities into MLs’ academic reading and writing activities Additional opportunities for reflection and application A new unit planning template aligned with research-based instructional practices, including a completed example unitSituated within five core beliefs that frame the must-haves for MLs’ equitable and excellent education, Unlocking Multilingual Learners′ Potential is a guide to research-based practices and a toolbox of strategies every educator can implement to make content accessible and increase language proficiency among MLs.

Objev podobné jako Unlocking Multilingual Learners’ Potential - Diane Staehr Fenner, Sydney Cail Snyder, Meghan Gregoire-Smith

A frenetic account of Britney Spears’s historic rise and equally tragic fall, from Jeff Weiss, LA''s Hunter S. Thompson.America, 2003: A country at war, its shiny veneer beginning to crack. Von Dutch and The Simple Life dominate. And on the cover of every magazine, a twenty-one-year-old pop star named Britney Spears. Tracking her every move for a third-tier gossip rag in Los Angeles is a young writer who for all practical purposes let''s call Jeff Weiss, who took whatever job he could to pursue his dream of being a “serious” writer. He''d instead become a firsthand witness to the slow tragedy of a changing nation, represented in spirit by “the coy it-girl at the end of history.”Years later, after finally making it as a celebrated cultural critic, Weiss presents Waiting for Britney Spears, a gonzo, nostalgic, and mostly true recounting of Britney''s rise and fall during his years in the tabloid underbelly of Los Angeles. Weiss follows America’s sweetheart through Vegas superclubs and Malibu car chases, annulled marriages and soul-crushing legal battles, all the way to Britney’s infamous 2007 VMA performance. As Weiss lives through the years leading to Britney’s conservatorship, he observes, with peerless style, cringe-inducing fashion waves, a ... Unknown localization key: "more"

Objev podobné jako Waiting for Britney Spears - Jeff Weiss

This second edition of C# Game Programming Cookbook for Unity 3D expounds upon the first with more details and techniques. With a fresh array of chapters, updated C# code and examples, Jeff W. MurrayÂ’s book will help the reader understand structured game development in Unity unlike ever before.New to this edition is a step-by-step tutorial for building a 2D infinite runner game from the framework and scripts included in the book. The book contains a flexible and reusable framework in C# suitable for all game types. From game state handling to audio mixers to asynchronous scene loading, the focus of this book is building a reusable structure to take care of many of the most used systems.Improve your game''s sound in a dedicated audio chapter covering topics such as audio mixers, fading, and audio ducking effects, or dissect a fully featured racing game with car physics, lap counting, artificial intelligence steering behaviors, and game management. Use this book to guide your way through all the required code and framework to build a multi-level arena blaster game.FeaturesFocuses on programming, structure, and an industry-level, C#-based frameworkExtensive breakdowns of all the important classesExample projects illustrate and break down common and important Unity C# ... Unknown localization key: "more"

Objev podobné jako C# Game Programming Cookbook for Unity 3D - Jeff W. Murray

Anatomy and Physiology for Nursing and Healthcare Students at a Glance The market-leading at a Glance series is popular among healthcare students and newly qualified practitioners for its concise, simple approach and excellent illustrations. Each bite-sized chapter is covered in a double-page spread with clear, easy-to-follow diagrams, supported by succinct explanatory text. Covering a wide range of topics, books in the at a Glance series are ideal as introductory texts for teaching, learning and revision, and are useful throughout university and beyond. Everything you need to know about anatomy and physiology … at a Glance! An ideal introduction and revision guide for anatomy and physiology As part of the popular At a Glance series, Anatomy & Physiology for Nursing & Healthcare Students provides a wonderful introduction to the topic and is written with the student nurse in mind. This is also a useful reference guide for any healthcare professional looking for a quick refresher on the human body. The book strikes a balance between being succinct without being superficial, with concise writing that provides an overview of anatomy and physiology. Helping nurses develop practical skills and deliver increasingly complex care for patients through the study of how the body functions, ... Unknown localization key: "more"

Objev podobné jako Anatomy and Physiology for Nursing and Healthcare Students at a Glance - Peate Ian

Your blueprint for empowering students through personalized learning In today’s technologically-integrated world, blended learning is a natural fit for the elementary classroom, where many teachers already think flexibly about the learning environment, resources, and time in order to meet diverse student needs. As blended elementary classrooms become more common, teachers and administrators must develop a shared understanding of the characteristics of effective instruction in blended environments. This guide is designed to help K-5 teachers develop and carry out a plan for effective instruction in blended environments. Presented in a step-by-step workbook format, this resource identifies the competencies blended teachers need and strategies for development, culminating in a personalized implementation plan for successful blended instruction. Readers will Take an in-depth look at the iNACOL Blended Learning Teacher Competency Framework, to foster a deeper understanding of the teacher proficiencies needed for effective blended learning environments. Identify your own strengths and needs related to the blended teacher competencies. Develop a personalized blueprint for designing and facilitating blended learning in your classrooms. Tailor your needs and goals when it comes to maximizing instructional time, personalizing learning, empowering students, pursuing professional learning, and more. Explore specific strategies and examples of blended learning in elementary classrooms, ... Unknown localization key: "more"

Objev podobné jako The Blended Learning Blueprint for Elementary Teachers - Jayme Linton

In November 2008, John Hattie’s ground-breaking book Visible Learning synthesised the results of more than fifteen years research involving millions of students and represented the biggest ever collection of evidence-based research into what actually works in schools to improve learning.Visible Learning for Teachers takes the next step and brings those ground breaking concepts to a completely new audience. Written for students, pre-service and in-service teachers, it explains how to apply the principles of Visible Learning to any classroom anywhere in the world. The author offers concise and user-friendly summaries of the most successful interventions and offers practical step-by-step guidance to the successful implementation of visible learning and visible teaching in the classroom.This book:links the biggest ever research project on teaching strategies to practical classroom implementationchampions both teacher and student perspectives and contains step by step guidance including lesson preparation, interpreting learning and feedback during the lesson and post lesson follow upoffers checklists, exercises, case studies and best practice scenarios to assist in raising achievementincludes whole school checklists and advice for school leaders on facilitating visible learning in their institutionnow includes additional meta-analyses bringing the total cited within the research to over 900comprehensively covers numerous areas of learning activity including pupil ... Unknown localization key: "more"

Objev podobné jako Visible Learning for Teachers - John Hattie

Help students move from surface-level learning to the transfer of understanding. How do social studies teachers maximize instruction to ensure students are prepared for an informed civic life? VISIBLE LEARNING® for Social Studies, Grades K-12 shows how the field is more than simply memorizing dates and facts—it encapsulates the skillful ability to conduct investigations, analyze sources, place events in historical context, and synthesize divergent points of view. The Visible Learning framework demonstrates that learning is not an event, but rather a process in which students move from surface-level learning to deep learning, and then onto the transfer of concepts, skills, and strategies. Encouraging learners to explore different facets of society, history, geography, and more, best practices for applying visible learning to social studies curriculum are presented through: ·        A scaffolded approach, including surface-level learning, deep learning, and transfer of learning ·        Examples of strategies, lessons, and activities best suited for each level of learning ·        Planning tools, rubrics, and templates to guide instruction Teachers must understand the impact they have on students and select approaches to maximize that impact. ... Unknown localization key: "more"

Objev podobné jako Visible Learning for Social Studies, Grades K-12 - Julie Stern, John Hattie, Douglas Fisher, Nancy Frey

Providing real-life clinical experiences and context to medical students is an essential part of today's medical education, and the partnerships between medical schools and health systems are an integral part of this approach. Value-Added Roles for Medical Students, the second volume in the American Medical Association's MedEd Innovation Series, is a first-of-its-kind, instructor-focused field book that inspires educators to transform the relationship between medical schools and health systems with authentic workplace roles for medical students, adding relevance to medical education and patient care. Gives instructors the tools needed to create roles for medical students in the health system that benefit the student's growth, empathy, and understanding of patient needs; develop a working knowledge of the health system itself; and provide true value to both the health system and patient experience. Contains both theoretical and practical material for instructors and administrators, including guidance on how to implement value-added roles for medical students in today's institutions. Explains how to apply a framework to implement value-added clinical systems learning roles for students, develop meaningful medical school-health system partnerships, and train a generation of future physicians prepared to lead health systems change. Provides numerous examples from schools with successful implementation of value-added medical student ... Unknown localization key: "more"

Objev podobné jako Value-Added Roles for Medical Students - Gregory W., MD Schneider, Maya M. Hammoud, Jed D. Gonzalo

The most human-friendly book on machine learning Somewhere buried in all the systems that drive artificial intelligence, you'll find machine learning—the process that allows technology to build knowledge based on data and patterns. Machine Learning For Dummies is an excellent starting point for anyone who wants deeper insight into how all this learning actually happens. This book offers an overview of machine learning and its most important practical applications. Then, you'll dive into the tools, code, and math that make machine learning go—and you'll even get step-by-step instructions for testing it out on your own. For an easy-to-follow introduction to building smart algorithms, this Dummies guide is your go-to. Piece together what machine learning is, what it can do, and what it can't doLearn the basics of machine learning code and how it integrates with large datasetsUnderstand the mathematical principles that AI uses to make itself smarterConsider real-world applications of machine learning and write your own algorithms With clear explanations and hands-on instruction, Machine Learning For Dummies is a great entry-level resource for developers looking to get started with AI and machine learning.

Objev podobné jako Machine Learning For Dummies - John Paul Mueller, Luca Massaron

Selected as the Michigan Council of Teachers of Mathematics winter book club book! Rich tasks, collaborative work, number talks, problem-based learning, direct instruction…with so many possible approaches, how do we know which ones work the best? In Visible Learning for Mathematics, six acclaimed educators assert it’s not about which one—it’s about when—and show you how to design high-impact instruction so all students demonstrate more than a year’s worth of mathematics learning for a year spent in school. That’s a high bar, but with the amazing K-12 framework here, you choose the right approach at the right time, depending upon where learners are within three phases of learning: surface, deep, and transfer. This results in "visible" learning because the effect is tangible. The framework is forged out of current research in mathematics combined with John Hattie’s synthesis of more than 15 years of education research involving 300 million students. Chapter by chapter, and equipped with video clips, planning tools, rubrics, and templates, you get the inside track on which instructional strategies to use at each phase of the learning cycle: Surface learning phase: When—through carefully constructed experiences—students explore new concepts and make connections to procedural skills and vocabulary that give shape ... Unknown localization key: "more"

Objev podobné jako Visible Learning for Mathematics, Grades K-12 - Douglas Fisher, Nancy Frey, John Hattie, Sara Delano Moore, Linda M. Gojak, William Mellman

MACHINE LEARNING FOR BUSINESS ANALYTICS Machine learning —also known as data mining or data analytics— is a fundamental part of data science. It is used by organizations in a wide variety of arenas to turn raw data into actionable information. Machine Learning for Business Analytics: Concepts, Techniques, and Applications in R provides a comprehensive introduction and an overview of this methodology. This best-selling textbook covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, rule mining, recommendations, clustering, text mining, experimentation, and network analytics. Along with hands-on exercises and real-life case studies, it also discusses managerial and ethical issues for responsible use of machine learning techniques. This is the second R edition of Machine Learning for Business Analytics. This edition also includes: A new co-author, Peter Gedeck, who brings over 20 years of experience in machine learning using RAn expanded chapter focused on discussion of deep learning techniquesA new chapter on experimental feedback techniques including A/B testing, uplift modeling, and reinforcement learningA new chapter on responsible data scienceUpdates and new material based on feedback from instructors teaching MBA, Masters in Business Analytics and related programs, undergraduate, diploma and executive courses, and from their studentsA full chapter devoted ... Unknown localization key: "more"

Objev podobné jako Machine Learning for Business Analytics - Peter Gedeck, Galit Shmueli, Peter C. Bruce, Nitin R. Patel, Inbal Yahav

Machine Learning is an integral tool in a business analyst’s arsenal because the rate at which data is being generated from different sources is increasing and working on complex unstructured data is becoming inevitable. Data collection, data cleaning, and data mining are rapidly becoming more difficult to analyze than just importing information from a primary or secondary source. The machine learning model plays a crucial role in predicting the future performance and results of a company. In real-time, data collection and data wrangling are the important steps in deploying the models. Analytics is a tool for visualizing and steering data and statistics. Business analysts can work with different datasets -- choosing an appropriate machine learning model results in accurate analyzing, forecasting the future, and making informed decisions. The global machine learning market was valued at $1.58 billion in 2017 and is expected to reach $20.83 billion in 2024 -- growing at a CAGR of 44.06% between 2017 and 2024. The authors have compiled important knowledge on machine learning real-time applications in business analytics. This book enables readers to get broad knowledge in the field of machine learning models and to carry out their future research work. The future trends of ... Unknown localization key: "more"

Objev podobné jako Machine Learning for Business Analytics

Methods by which robots can learn control laws that enable real-time reactivity using dynamical systems; with applications and exercises.This book presents a wealth of machine learning techniques to make the control of robots more flexible and safe when interacting with humans. It introduces a set of control laws that enable reactivity using dynamical systems, a widely used method for solving motion-planning problems in robotics. These control approaches can replan in milliseconds to adapt to new environmental constraints and offer safe and compliant control of forces in contact. The techniques offer theoretical advantages, including convergence to a goal, non-penetration of obstacles, and passivity. The coverage of learning begins with low-level control parameters and progresses to higher-level competencies composed of combinations of skills. Learning for Adaptive and Reactive Robot Control is designed for graduate-level courses in robotics, with chapters that proceed from fundamentals to more advanced content. Techniques covered include learning from demonstration, optimization, and reinforcement learning, and using dynamical systems in learning control laws, trajectory planning, and methods for compliant and force control . Features for teaching in each chapter: applications, which range from arm manipulators to whole-body control of humanoid robots;pencil-and-paper and programming exercises;lecture videos, slides, and MATLAB code examples ... Unknown localization key: "more"

Objev podobné jako Learning for Adaptive and Reactive Robot Control - Aude Billard, Sina Mirrazavi

MACHINE LEARNING FOR BUSINESS ANALYTICS Machine learning—also known as data mining or predictive analytics—is a fundamental part of data science. It is used by organizations in a wide variety of arenas to turn raw data into actionable information. Machine Learning for Business Analytics: Concepts, Techniques, and Applications with Analytic Solver® Data Mining provides a comprehensive introduction and an overview of this methodology. The fourth edition of this best-selling textbook covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, rule mining, recommendations, clustering, text mining, experimentation, time series forecasting and network analytics. Along with hands-on exercises and real-life case studies, it also discusses managerial and ethical issues for responsible use of machine learning techniques. This fourth edition of Machine Learning for Business Analytics also includes: An expanded chapter on deep learningA new chapter on experimental feedback techniques, including A/B testing, uplift modeling, and reinforcement learningA new chapter on responsible data scienceUpdates and new material based on feedback from instructors teaching MBA, Masters in Business Analytics and related programs, undergraduate, diploma and executive courses, and from their studentsA full chapter devoted to relevant case studies with more than a dozen cases demonstrating applications for the machine learning techniquesEnd-of-chapter ... Unknown localization key: "more"

Objev podobné jako Machine Learning for Business Analytics - Galit Shmueli, Peter C. Bruce, Nitin R. Patel, Kuber R. Deokar

Academic Writing for University Students is designed to help all students succeed in writing essays, reports and other papers for coursework and exams effectively. Academic writing is often the biggest challenge facing college and university students, but this book provides all the tools needed to master the necessary skills. The book is divided into four parts, to help teachers and students easily find the help they need, both in the classroom and for self-study: The Writing Process: From finding suitable sources, through to editing and proofreadingWriting Types: Practice with common assignments such as reports and cause-effect essaysWriting Tools: Skills such as making comparisons, definitions, punctuation and styleLexis: Academic vocabulary, using synonyms, nouns, adjectives, verbs and adverbsThis key handbook breaks down and practises every stage of essay writing. All units are fully cross-referenced, and a complete set of answers to the practice exercises is included. In addition, the companion website hosts comprehensive teaching notes as well as more challenging exercises, revision material and links to other sources. Designed for self-study as well as classroom use, this book uses authentic academic texts from a range of sources and provides models for common writing tasks such as case studies, while progress checks are ... Unknown localization key: "more"

Objev podobné jako Academic Writing for University Students - Stephen Bailey

Humans do a great job of reading text, identifying key ideas, summarizing, making connections, and other tasks that require comprehension and context. Recent advances in deep learning make it possible for computer systems to achieve similar results. Deep Learning for Natural Language Processing teaches you to apply deep learning methods to natural language processing (NLP) to interpret and use text effectively. In this insightful book, (NLP) expert Stephan Raaijmakers distills his extensive knowledge of the latest state-of-the-art developments in this rapidly emerging field. Key features An overview of NLP and deep learning • Models for textual similarity • Deep memory-based NLP • Semantic role labeling • Sequential NLP Audience For those with intermediate Python skills and general knowledge of NLP. No hands-on experience with Keras or deep learning toolkits is required. About the technology Natural language processing is the science of teaching computers to interpret and process human language. Recently, NLP technology has leapfrogged to exciting new levels with the application of deep learning, a form of neural network-based machine learning Stephan Raaijmakers is a senior scientist at TNO and holds a PhD in machine learning and text analytics. He’s the technical coordinator of two large European Union-funded research security-related ... Unknown localization key: "more"

Objev podobné jako Deep Learning for Natural Language Processing - Stephan Raaijmakers

Quality Learning for Positive Ageing explores the views of older adult learners to understand the factors that contribute to ‘quality’ in later-life learning and how these relate to wellbeing, positive ageing, and gaining protection against cognitive decline.Through capturing and considering the viewpoints of learners, facilitators and learning organisations, the author outlines the specific characteristics of quality that they associate with informal learning and how it can be enhanced through the adoption of simple strategies. Key topics covered include the implications of an increasing ageing population and barriers to older people learning as well as the cognitive, mental wellbeing, health, and social benefits of learning in later life. Illustrated throughout with vignettes of real later-life learners, this thought-provoking text unpicks how learners can maximise the benefits of learning in later life for themselves, how tutors can create learning opportunities that embody the characteristics of quality for them, and how providers can offer an environment that simply allows quality learning to flourish.This accessible and comprehensive text will be of great interest to researchers of gerontology and ageing, educational gerontology, adult education, and lifelong learning as well as those engaged in dementia research.

Objev podobné jako Quality Learning for Positive Ageing - Alan Potter

This book explores the purpose, role and function of the university and examines the disconnection between studentsÂ’ approaches to learning and university strategy. It centres on the idea that it is vital to explore what counts as a university in the twenty-first century, what it is for, and for whom, as well as how it can transcend social divisions. The universities of the twenty-first century need to have larger audiences, a broader voice, a shift away from othering and an effective means of progressing such shifts. What is central to such exploration is the idea that learning needs to be seen as postdigital. With a focus on how the growth of technology has and continues to affect university learning, this book:explores the concepts of the digital and the postdigitalpromotes just and inclusive pedagogies for higher educationconsiders ways to ensure learning is an ethical and political experiencestudies how to understand community and collective values through higher educationsuggests ways of promoting personal and collective responsibility for our world and its peoplespresents ways in which the university can challenge ideologies based on capitalist modes of consumption, privilege and exploitationDigital and Postdigital Learning for Changing Universities is essential reading for anyone seeking to reimagine ... Unknown localization key: "more"

Objev podobné jako Digital and Postdigital Learning for Changing Universities - Savin-Baden Maggi

The third edition of Academic Writing for International Students of Business and Economics is written to help international students succeed in writing essays, reports and other papers for their English-language academic courses. Thoroughly revised and updated to reflect issues such as diversity and sustainability, this book is designed to let students and teachers easily find the help they need, both in the classroom and for self-study.The book is divided into five parts, comprising a total of 42 units:The Writing ProcessElements of WritingLanguage IssuesVocabulary for WritingWriting ModelsNew topics in this edition include Writing in Groups, Written British and American English and Reflective Writing. In addition, the new interactive website has a full set of teaching notes as well as more challenging exercises, revision material and links to other sources. Additional features of the book include:Models provided for writing tasks such as case studies and literature reviewsUse of authentic academic texts from a range of sourcesDesigned for self-study as well as classroom useUseful at both undergraduate and postgraduate levelA complete set of answers to the practice exercises Cross-references across all unitsProviding a glossary to explain technical terms and written to deal with the specific language issues faced by international students of Business ... Unknown localization key: "more"

Objev podobné jako Academic Writing for International Students of Business and Economics - Stephen Bailey

Do your students find psychology difficult to engage with or want a textbook that is easy to read? Would they benefit from a textbook that demonstrates how psychology applies to nursing?Right from the start of their programme it is crucial for nursing students to understand the significance of psychology in nursing. This book helps students recognise why they need to know about psychology, how it can affect and influence their individual nursing practice as well as the role it plays in health and illness. Written in clear, easy to follow language and with each chapter linking to relevant NMC Standards and Essentials Skills Clusters it simplifies the key theory and puts the discipline of psychology into context for nursing students, with clear examples and case studies used throughout.Transforming Nursing Practice is a series tailor made for pre-registration student nurses. Each book in the series is:·         Affordable·         Mapped to the NMC Standards and Essential Skills Clusters·         Focused on applying theory to practice·         Full of active learning features‘The set of ... Unknown localization key: "more"

Objev podobné jako Understanding Psychology for Nursing Students - Fiona Timmins, Jan de Vries

This social and emotional learning (SEL) workbook for kindergarten students provides daily activities to learn about emotions, actions, relationships, and decision making.180 Days™: Social-Emotional Learning for KindergartenUses daily activities to promote students’ self-awareness, analyze relationships, discover diverse perspectives, and apply what they have learnedBuilds student''s confidence in self-reflection and growth through the use of fiction and nonfiction textsMakes at-home learning, whole class instruction, or small group support, quick and easyConnections will be made to the CASEL competencies, mindfulness, and key affective education initiativesParents appreciate the teacher-approved activity books that keep their child engaged and learning. Great for homeschooling, to reinforce learning at school, and build connections between home and school.Teachers rely on the daily practice workbooks to save them valuable time. The ready to implement activities are perfect to introduce SEL topics for discussion.

Objev podobné jako 180 Daysâ„¢: Social-Emotional Learning for Kindergarten - Jodene Smith, Brenda A. Van Dixhorn

Kiyosaki expands on his belief that the school system was created to churn out ''Es'' / Employees... those "A Students" who read well, memorize well and test well... and not the creative thinkers, visionaries and dreamers –entrepreneurs-in-the-making... those "C Students who grow up to be the innovators and creators of new ideas, businesses, applications and products.The book urges parents not to be obsessed with their kids'' "letter grades" ("good grades" might only mean they or the student themselves were successful in jamming a square peg into a round hole...) and focus, instead, on concepts, ideas, and helping their child find their true genius, their special gift. The path they can pursue with a love and true passion.Robert showcases success stories of "C Students" who grew up to be phenomenal successes – and HIRED those "A Students"(attorneys, accountants, and other school-smart specialists) to work in their businesses... while the more average students, "B Students," often find themselves in government-type jobs...Not surprisingly, Kiyosaki will coin his own definitions of what "A," "B," and "C" stand for as he gives parents and their children bits of wisdom as well as insights and tools for navigating an ever-changing world... an Information Age world where ... Unknown localization key: "more"

Objev podobné jako Why "A" Students Work for "C" Students and Why "B" Students Work for the Government - Robert T. Kiyosaki

 Help students with special needs thrive with over 160 updated educational activities In the newly revised Third Edition of Life Skills Activities for Secondary Students with Special Needs, teacher and author Darlene Mannix delivers a unique collection of over 160 updated activity sheets with related exercises, discussion questions, and evaluation suggestions to help students gain basic skills necessary for independence and success. Each activity sheet focuses on a specific skill in a real-world context and includes teacher directions for objectives, introduction, optional extension activities, and assessment methods. This crucial book includes: Activity sheets and corresponding introductions in a wide variety of critical life skills such as interpersonal, communication, academic and school, practical living, and moreCoverage of leisure activities and the importance of finding fulfilling hobbies and pastimesTools to help students build their self awareness and understand their strengths and weaknesses Perfect for special educators, general education teachers, school counselors, and psychologists, Life Skills Activities for Secondary Students with Special Needs will also earn a place in the libraries of other professionals working with special needs children, as well as the parents of those children. Â

Objev podobné jako Life Skills Activities for Secondary Students with Special Needs - Darlene Mannix

This second edition textbook covers a coherently organized framework for text analytics, which integrates material drawn from the intersecting topics of information retrieval, machine learning, and natural language processing. Particular importance is placed on deep learning methods. The chapters of this book span three broad categories:1. Basic algorithms: Chapters 1 through 7 discuss the classical algorithms for text analytics such as preprocessing, similarity computation, topic modeling, matrix factorization, clustering, classification, regression, and ensemble analysis. 2. Domain-sensitive learning and information retrieval: Chapters 8 and 9 discuss learning models in heterogeneous settings such as a combination of text with multimedia or Web links. The problem of information retrieval and Web search is also discussed in the context of its relationship with ranking and machine learning methods. 3. Natural language processing: Chapters 10 through 16 discuss various sequence-centric and natural language applications, such as feature engineering, neural language models, deep learning, transformers, pre-trained language models, text summarization, information extraction, knowledge graphs, question answering, opinion mining, text segmentation, and event detection. Compared to the first edition, this second edition textbook (which targets mostly advanced level students majoring in computer science and math) has substantially more material on deep learning and natural language processing. Significant ... Unknown localization key: "more"

Objev podobné jako Machine Learning for Text - Charu C. Aggarwal

Machine learning can help managers make better predictions, automate complex tasks and improve business operations. Managers who are familiar with machine learning are better placed to navigate the increasingly digital world we live in. There is a view that machine learning is a highly technical subject that can only be understood by specialists. However, many of the ideas that underpin machine learning are straightforward and accessible to anyone with a bit of curiosity. This book is for managers who want to understand what machine learning is about, but who lack a technical background in computer science, statistics or math. The book describes in plain language what machine learning is and how it works. In addition, it explains how to manage machine learning projects within an organization. This book should appeal to anyone that wants to learn more about using machine learning to drive value in real-world organizations.

Objev podobné jako Machine Learning for Managers - Paul Geertsema

Welcome to nursing! Nursing Models for Nursing Students is part of the New Notes on Nursing series, a series created especially for you, the nursing student at the start of your nursing journey.Nursing models serve as blueprints for delivering high-quality, evidence-based care that is patient centred, culturally competent and ethically sound. As such, they are fundamental to every facet of nursing and a good knowledge of them is a requirement for every student nurse. This book focuses primarily on how models can support nursing practice. From the first steps in your nursing journey to final year and beyond, Nursing Models for Nursing Students is your essential guide.The New Notes on Nursing series presents key topics in a highly accessible way, without making assumptions about your existing knowledge. Concise volumes cover critical and emerging areas, including cultural competence, digital professionalism, politics and activism, clinical placements and more. The aim is to make content engaging and easy to absorb, focussing just on what is essential for success on your course. Using a relaxed writing style and an all-new design, these unique books provide personal guidance from experts and students alike. So, when you are in a hurry and need a study companion ... Unknown localization key: "more"

Objev podobné jako Nursing Models for Nursing Students

Computer vision-based crack-like object detection has many useful applications, such as inspecting/monitoring pavement surface, underground pipeline, bridge cracks, railway tracks etc. However, in most contexts, cracks appear as thin, irregular long-narrow objects, and often are buried in complex, textured background with high diversity which make the crack detection very challenging. During the past a few years, deep learning technique has achieved great success and has been utilized for solving a variety of object detection problems.This book discusses crack-like object detection problem comprehensively. It starts by discussing traditional image processing approaches for solving this problem, and then introduces deep learning-based methods. It provides a detailed review of object detection problems and focuses on the most challenging problem, crack-like object detection, to dig deep into the deep learning method. It includes examples of real-world problems, which are easy to understand and could be a good tutorial for introducing computer vision and machine learning.

Objev podobné jako Deep Learning for Crack-Like Object Detection - Heng-Da Cheng, Kaige Zhang

A single-volume reference on data science techniques for evaluating and solving business problems using Applied Machine Learning (ML). Applied Machine Learning for Data Science Practitioners offers a practical, step-by-step guide to building end-to-end ML solutions for real-world business challenges, empowering data science practitioners to make informed decisions and select the right techniques for any use case. Unlike many data science books that focus on popular algorithms and coding, this book takes a holistic approach. It equips you with the knowledge to evaluate a range of techniques and algorithms. The book balances theoretical concepts with practical examples to illustrate key concepts, derive insights, and demonstrate applications. In addition to code snippets and reviewing output, the book provides guidance on interpreting results. This book is an essential resource if you are looking to elevate your understanding of ML and your technical capabilities, combining theoretical and practical coding examples. A basic understanding of using data to solve business problems, high school-level math and statistics, and basic Python coding skills are assumed. Written by a recognized data science expert, Applied Machine Learning for Data Science Practitioners covers essential topics, including: Data Science Fundamentals that provide you with an overview of core concepts, laying the ... Unknown localization key: "more"

Objev podobné jako Applied Machine Learning for Data Science Practitioners - Vidya Subramanian

Ensure that Every Child Achieves Academic and Social Success An equity-based multi-tiered system of support (MTSS) helps school teams engage all students across the full range of learning needs. MTSS ensures that the vision of equity for every student is achieved, with high expectations and quality instruction, while not straining a school’s budget or personnel. Amy McCart and Dawn Miller seek to transform education so that it benefits educators, students, their families, and ultimately the communities in which they live. The authors do this by providing tools and methods to implement equity-based MTSS to improve academic, behavior and social outcomes for all students. This strategy-filled book teaches you how to • Engage all students in learning through an equity-based approach • Analyze and utilize your resources • Apply strengths- and evidence-based principles for implementation • Incorporate effective tools to systematize MTSS Authentic examples across multiple grade levels and subjects contextualize the proven method presented in this book. The authors draw on their experience as SWIFT Education Center professional developers to guide you into creating an MTSS tailored to be effective for your student body. Â

Objev podobné jako Leading Equity-Based MTSS for All Students - Amy McCart, Dawn Dee Miller

Stolní LED lampa Jeff 2 v černém provedení má flexibilní stonek a bílé kovové stínítko. Disponuje dotykovým stmíváním ve třech úrovních a vyzařuje teplé bílé světlo o teplotě 3000K. Je vybavena úsporným LED zdrojem s výkonem 4W a životností 25 000 hodin.

• Flexibilní stonek pro snadnou regulaci směru světla
• Dotykové stmívání ve třech úrovních jasu (10%, 40%, 100%)
• Úsporný LED zdroj s dlouhou životností 25 000 hodin
• Teplé bílé světlo (3000K) šetrné k očím

Objev podobné jako Rabalux 74204 stolní LED lampa Jeff 2, černá

How can greater expectations lead to greater outcomes for schools and the students they teach? The London Academy of Excellence (LAE), Newham, is one of the leading sixth-form schools in the UK. The LAE’s mission is to combat disadvantage by providing ambitious young people from lower-income homes with an education on a par with the best available in the independent sector. In its first decade, the LAE sent over 1,300 students to Russell Group universities, over 200 to medical schools and more than 150 to Oxford or Cambridge. Most of those students were the first in their family to attend a university. The authors sift through the school′s practices to reveal universal concepts and ideas that school leaders, in any context, can consider for their own schools. These ideas include: Understanding the curriculum as a source of social mobility Planning for high quality destinations from first contact with prospective students Exploring challenge strategies to achieve academic excellence across subjects The book culminates in a list of strategies that can drive greater expectations in any school. Alex Crossman is Headteacher and Ian Warwick is Chair of the Education Committee at the London Academy of Excellence.

Objev podobné jako Greater Expectations: Enabling Achievement for Disadvantaged Students - Alex Crossman, Ian Warwick

Whether they are new or experienced, teachers are expected to plan and deliver high-quality computing lessons to their pupils. Computing and Digital Learning for Primary Teachers provides an accessible introduction to teaching computing effectively and for deeper understanding in the primary classroom.Filled with practical resources to support lesson design, long-term planning, and assessment, readers will benefit from building their subject knowledge and learning to create engaging lessons for their pupils. Chapters explore:Supporting computational thinking and problem-solving to teach our pupils how to solve problems logically and systematically.Developing pupils’ digital literacy and use of IT, creating exciting opportunities for children’s digital self-expression through film, animation, and 3D design.Managing technology in our schools, such as setting up and maintaining a virtual learning environment (VLE).Cross-curriculum links with STEAM and engineering, allowing children to solve real-world problems by combining their digital literacy with their knowledge of maths, science, and technology.Cost-effective and accessible ways of introducing physical computing and robotics to children.Safe and responsible uses of artificial intelligence (AI) in our primary schools.This essential resource provides a highly practical guide to delivering effective computing lessons in the primary classroom and is a must read for anyone who wishes to become a more confident and knowledgeable ... Unknown localization key: "more"

Objev podobné jako Computing and Digital Learning for Primary Teachers - Owen Dobbing

This book explores the benefits of deploying Machine Learning (ML) and Artificial Intelligence (AI) in the health care environment. The authors study different research directions that are working to serve challenges faced in building strong healthcare infrastructure with respect to the pandemic crisis. The authors take note of obstacles faced in the rush to develop and alter technologies during the Covid crisis. They study what can be learned from them and what can be leveraged efficiently. The authors aim to show how healthcare providers can use technology to exploit advances in machine learning and deep learning in their own applications. Topics include remote patient monitoring, data analysis of human behavioral patterns, and machine learning for decision making in real-time.

Objev podobné jako System Design for Epidemics Using Machine Learning and Deep Learning

Desátý díl série Deník malého poseroutky se zaměřuje na situaci, kdy město ztratí přívod elektřiny a hlavní hrdina Greg Heffley se musí vyrovnat s životem bez moderních vymožeností. Kniha prostřednictvím humoristického příběhu srovnává život ve starých časech s dnešní moderní dobou. Jedná se o vázané vydání s 224 stranami, určené především dětem od 10 let.

• Desátý díl populární série Deník malého poseroutky
• Tematika srovnání života bez moderních technologií
• Vhodné pro čtenáře od 10 let
• Kvalitní vázané vydání s ilustracemi autora

Objev podobné jako Deník malého poseroutky 10 - Staré dobré časy - Jeff Kinney

Stolní LED lampa Jeff 2 má flexibilní stonek a dotykové stmívání ve třech úrovních. Vybavena je úsporným LED zdrojem s teplým bílým světlem o teplotě 3000 K a životností 25000 hodin. Je vhodná do obývacího pokoje, ložnice nebo pracovny.

• Flexibilní stonek pro snadnou regulaci směru světla
• Dotykové stmívání ve třech úrovních jasu (10%, 40%, 100%)
• Úsporný LED zdroj s teplým bílým světlem (3000 K) a dlouhou životností
• Moderní design s lesklým bílým plastem a kovovým stínítkem

Objev podobné jako Rabalux 74205 stolní LED lampa Jeff 2, bílá

Stolní LED lampa Jeff v červeném provedení je určena pro práci na počítači nebo studium. Obsahuje vestavěný úsporný LED zdroj se svítivostí 330 lumenů a barevnou teplotou 3000 K. Lampa je dodávána s pětiletou zárukou.

• Energeticky úsporný LED zdroj s nízkou spotřebou 4,5 W
• Praktický vypínač na kabelu pro snadné ovládání
• Dlouhá životnost světelného zdroje až 20 000 hodin
• Stylový červený design vhodný do studovny nebo dětského pokoje

Objev podobné jako Rabalux 4198 stolná LED lampa Jeff

Are you a non-native English speaker studying or preparing to study at an English-language university?If so, this book is for you. This engaging guide equips students with the tools and confidence to respond effectively and appropriately to written assignments at university. It will help you to develop essential writing skills, such as structuring paragraphs and building an argument, and provides practical guidance on adhering to the conventions of academic writing.It guides the reader systematically through a series of text analyses which bring out key linguistic and rhetorical features, making complex textual issues manageable and understandable for learners of all abilities. Reorganised to allow for easier navigability and revised for greater accessibility, the new edition now includes:- An expanded introduction to show students how to use the book successfully- A writing checklist to review the key principles of skills covered in the book- A broader range of examples- More practical activities- More on plagiarism This is an ideal self-study aid for non-native English speakers, both on pre-sessional language courses and on degree programmes, who need to get to grips with the conventions of academic writing.

Objev podobné jako Academic Writing Skills for International Students - Read Siew Hean

Exam Board: CCEALevel: GCSESubject: Learning for LifeFirst Teaching: September 2017First Exam: June 2019Enable students to critically engage with the new content and assessment requirements with this fully updated edition of the market-leading Student''s Book for CCEA GCSE Learning for Life and Work- Provides complete coverage of the new content and assessment requirements with support at every stage from experienced teachers and subject experts David McVeigh, Michaella McAllister and Amanda McAleer- Prepares students for assessment with skills-building activities, practice questions and structured guidance on how to approach questions successfully- Helps engage students through accessible diagrams, research activities and a bank of up-to-date case study material- Develops subject knowledge through clear and detailed coverage of the key content structured around the specification

Objev podobné jako CCEA GCSE Learning for Life and Work Second Edition - Amanda McAleer, Michaella McAllister, Joanne McDonnell

**Selected for Doody’s Core Titles® 2024 in Pharmacology**Find the information you need to administer drugs safely, accurately, and professionally! Mosby's Drug Guide for Nursing Students, 15th Edition with 2024 Update provides concise profiles of more than 4,000 generic and trade name drugs, including the drugs most recently approved by the FDA. Each drug monograph includes clear guidelines to dosing, administration, and the nursing process, so you’ll always be sure that you’re practicing medication safety. What sets this handbook apart is its detailed coverage of rationales and explanations, IV drugs, and the similarities and differences in common classes of drugs. From well-known pharmacology expert Linda Skidmore-Roth, this drug guide has been trusted by nursing students for more than 25 years!More than 4,000 generic and trade-name drugs are profiled, covering almost every drug you will administer in practice or in clinicalsAlphabetical organization by generic name provides quick and easy access to specific drugs, and a full-color design highlights important informationNursing Process steps are used as the framework for organizing all nursing care informationBlack Box Warnings provide alerts to FDA warnings of dangerous or life-threatening drug reactionsHigh Alert headings indicate drugs that pose the great risk if administered improperlyAdditional drug monographs on the ... Unknown localization key: "more"

Objev podobné jako Mosby's Drug Guide for Nursing Students with update - Linda Skidmore-Roth

This textbook is an introductory guide to applied machine learning, specifically for biology students. It familiarizes biology students with the basics of modern computer science and mathematics and emphasizes the real-world applications of these subjects. The chapters give an overview of computer systems and programming languages to establish a basic understanding of the important concepts in computer systems. Readers are introduced to machine learning and artificial intelligence in the field of bioinformatics, connecting these applications to systems biology, biological data analysis and predictions, and healthcare diagnosis and treatment. This book offers a necessary foundation for more advanced computer-based technologies used in biology, employing case studies, real-world issues, and various examples to guide the reader from the basic prerequisites to machine learning and its applications.

Objev podobné jako A Guide to Applied Machine Learning for Biologists

As data continues to grow exponentially, knowledge of data science and machine learning has become more crucial than ever. Machine learning has grown exponentially; however, the abundance of resources can be overwhelming, making it challenging for new learners. This book aims to address this disparity and cater to learners from various non-technical fields, enabling them to utilize machine learning effectively.Adopting a hands-on approach, readers are guided through practical implementations using real datasets and SAS Enterprise Miner, a user-friendly data mining software that requires no programming. Throughout the chapters, two large datasets are used consistently, allowing readers to practice all stages of the data mining process within a cohesive project framework. This book also provides specific guidelines and examples on presenting data mining results and reports, enhancing effective communication with stakeholders.Designed as a guiding companion for both beginners and experienced practitioners, this book targets a wide audience, including students, lecturers, researchers, and industry professionals from various backgrounds.

Objev podobné jako Data Science and Machine Learning for Non-Programmers - Dothang Truong