visible learning for mathematics grades k 12 douglas fisher nancy frey john hattie sara delano moore linda m gojak william mellman

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

First, let’s commend ourselves: how in the midst of a pandemic we faculty stepped up at record speed to teach in such a foreign learning environment. Try we did, adapt we did, and learn we did. But to be clear, and we already recognize this, this past spring was less about distance learning and more about crisis teaching. This time around we have the opportunity to be much more purposeful and intentional, and that’s where The Distance Learning Playbook for College and University Instruction will prove absolutely indispensable. Much more than a collection of cool tools and apps, The Distance Learning Playbook for College and University Instruction mobilizes decades of Visible Learning® research to reveal those evidence-based strategies that work best in an online environment. Supplemented by video footage and opportunities to self-assess and reflect, the book addresses every dynamic that must be in place for students to learn, even at a distance: Faculty-student relationships from a distance  Teacher credibility from a distance Teacher clarity from a distance Engaging tasks from a distance Planning learning experiences from a distance Feedback, assessment, and grading from a distance Keeping the focus on learning, from a distance or otherwise What does our ... Unknown localization key: "more"

Objev podobné jako The Distance Learning Playbook for College and University Instruction - Douglas Fisher, Nancy Frey, John Hattie, John T. Almarode

Turn good intentions into better outcomes—by design! Why leave student success up to chance? By combining your intuition and experience with the latest research on high-impact learning practices, you can evolve your teaching from good to great and make a lasting difference for your students. Organized around the DIIE framework, Great Teaching by Design takes you step-by-step from intention to implementation to accelerate the impact your teaching has on student learning. Inside, you’ll find: A deep dive into the four stages of the DIIE model: Diagnosis and Discovery, Intervention, Implementation, and Evaluation  A fresh look at the Visible Learning research, which identifies the most powerful strategies for teaching and learning Stories of best practices in action and examples from classrooms around the world Great teaching may come by chance, but it will come by design. Whether you’re new to teaching or looking to give your instruction a boost, take up the challenge and discover a new framework for teaching with true intentionality. Â

Objev podobné jako Great Teaching by Design - Douglas Fisher, Nancy Frey, John Hattie, John T. Almarode, Vince Bustamante

sada dvou židlí Nancy Green and Gold
sada dvou židlí Nancy bílá černá
sada dvou jídelních židlí Nancy béžová a černá
moderní sada dvou židlí Nancy White and Gold
Sada Rodina koz s postavičkami Billy, Nancy, Mandy, Jenny
vánoční ozdoba J-Line Jolipa 12 cm
forma na 12 donutů
designové hodiny s displejem teploty 12/24 formát
forma na burgerové housky průměr 12 cm
silikonová forma na 12 muffinů
William Henry tajemství proměny
Elizabeth Arden tělové mléko Visible Difference
12 a 24 hodinový formát hodinek
dětské hodinky 12 a 24 hodinový formát
růžový kožený řemínek pro Douglas Moonflight
telecí kůže řemínek pro Aviator Douglas

Build students’ confidence and competence with tutoring strategies that spark meaningful, accelerated learning. Tutoring is much more than telling students information. Effective tutoring begins with the strong and caring relationship a tutor establishes with a learner to build trust, fuel motivation, and drive critical learning. How Tutoring Works distills the complexity of strategic moves effective tutors make to build students’ confidence and competence. Harnessing decades of Visible Learning® research, this easy to read, eye-opening guide details the six essential components of any effective tutoring intervention—establishing a relationship and credibility, addressing student confidence and challenges, setting shared goals, helping a student learn how to learn, teaching and learning content, and establishing a habit of deliberate practice. Indispensable for any educator who intervenes with students, this rich resource includes: Examples of impactful tutoring conversations, including what to say and what not to say when building a relationship with a learner. Specific approaches to use when establishing credibility, addressing challenges to learning, leveraging the relevance of knowledge, setting goals, and ensuring practice.  Learning strategies, with effect size, for teaching and learning content, including specific strategies for improving reading, writing, and mathematics. Tips and tools for helping students develop powerful cognitive, metacognitive, and ... Unknown localization key: "more"

Objev podobné jako How Tutoring Works - Douglas Fisher, Nancy Frey, John T. Almarode

How to Activate and Accelerate Student LearningHave you ever given instructions to your students, only to receive blank stares or confusion? Clarity is an essential part of teaching and learning, and every interaction we have with students is the foundation for moving learning forward—we must make every interaction count.Backed by the latest education research on what really works, Teacher Clarity spotlights the newest and best teaching strategies and explains the importance of clear learning intentions, success criteria, lesson design, progress monitoring, and more. Inside, you’ll discover how teacher clarity Helps educators make informed decisions around teaching and learning Demands that educators keep the "big picture" in mind Allows educators to integrate optimal teaching and learning experiences at the right time Tells us what evidence we must generate around teaching and learning and what steps to take nextOrganized around the four critical components of teacher clarity—organization, explanations, examples, and assessments—and filled with samples for all content and grade levels, Teacher Clarity is your essential guidebook for unlocking your learners’ potential.

Objev podobné jako Teacher Clarity - Douglas Fisher, Nancy Frey, John T. Almarode, Kierstan Barbee

Newly revised and updated throughout, this new Florida Edition has been specially developed to align with Florida’s new B.E.S.T. Standards. What it really means to "read closely." What could Fern Arable, Jay Gatsby, and Winston Churchill possibly have in common? They all need masterful teachers to help students revel in their complexity. And Nancy Frey and Doug Fisher are just the two mentors to help you make that happen. Call it close reading, call it deep reading, call it analytic reading—call it what you like. The point is, it′s a level of understanding that students of any age can achieve with the right kind of instruction. In Rigorous Reading, Nancy and Doug articulate an instructional plan so clearly, and so squarely built on research, that teachers, schools, and districts need look no further. The 5 Access Points Toward Proficiency, Purpose & Modeling: Teachers think aloud to demonstrate critical thinking and how good readers always know why they are reading. Close & Scaffolded Reading Instruction: Teachers engage students in repeated readings and discussions, with text-dependent questions, prompts, and cues to help students delve into an author′s ideas. Collaborative Conversations: Teachers orchestrate collaborative learning to get students in the habit of exercising ... Unknown localization key: "more"

Objev podobné jako Rigorous Reading, Florida Edition - Douglas Fisher, Nancy Frey

Your Hands-On Guide to Thriving Your First Years of TeachingYou’ve made the incredible decision to become an educator because you want to impact the learning lives of young people. Thank you, and welcome. We welcome you to this amazing profession with open arms, and with an arsenal of experience and essential tools, strategies, and lessons to help you establish a successful and satisfying teaching career.We wanted to make it easier for you to learn and practice these techniques that research shows increase student learning. To do so, we also considered cognitive psychology research that tells us that images and illustrations can help strengthen communication and our own understanding. This helped us develop the unique format for this book: part hands-on playbook, part professional book, and all highly illustrated, it is designed to make complicated concepts more digestible and memorable.This extensive guide for new teachers provides everything you need to impact learning from your first day on, including: How to plan powerful learning experiences that ensure student engagement 22 step-by-step learning strategies for any grade and any subject Detailed guidance for developing formative and summative assessments 30+ classroom videos demonstrating the techniques and strategies in actionTeaching is without a doubt one ... Unknown localization key: "more"

Objev podobné jako Welcome to Teaching! - Douglas Fisher, Nancy Frey, Taryl Hansen

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

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

"This book is a must-have for anyone who has faced the challenge of teaching problem solving. The ideas to be learned are supported with a noticeably rich collection of classroom-ready problems, examples of student thinking, and videos. Problem solving is at the center of learning and doing mathematics. And so, Mathematize It! should be at the center of every teacher’s collection of instructional resources." John SanGiovanni Coordinator, Elementary Mathematics Howard County Public School System, Ellicott City, MD Help students reveal the math behind the words "I don’t get what I’m supposed to do!" This is a common refrain from students when asked to solve word problems. Solving problems is about more than computation. Students must understand the mathematics of a situation to know what computation will lead to an appropriate solution. Many students often pluck numbers from the problem and plug them into an equation using the first operation they can think of (or the last one they practiced). Students also tend to choose an operation by solely relying on key words that they believe will help them arrive at an answer, which without careful consideration of what the problem is actually asking of them. Mathematize It! Going Beyond Key ... Unknown localization key: "more"

Objev podobné jako Mathematize It! [Grades K-2] - Sara Delano Moore, Kimberly Morrow-Leong, Linda M. Gojak

A thinking student is an engaged student Teachers often find it difficult to implement lessons that help students go beyond rote memorization and repetitive calculations. In fact, institutional norms and habits that permeate all classrooms can actually be enabling "non-thinking" student behavior. Sparked by observing teachers struggle to implement rich mathematics tasks to engage students in deep thinking, Peter Liljedahl has translated his 15 years of research into this practical guide on how to move toward a thinking classroom. Building Thinking Classrooms in Mathematics, Grades K–12 helps teachers implement 14 optimal practices for thinking that create an ideal setting for deep mathematics learning to occur. This guide Provides the what, why, and how of each practice and answers teachers’ most frequently asked questions Includes firsthand accounts of how these practices foster thinking through teacher and student interviews and student work samples Offers a plethora of macro moves, micro moves, and rich tasks to get started Organizes the 14 practices into four toolkits that can be implemented in order and built on throughout the year When combined, these unique research-based practices create the optimal conditions for learner-centered, student-owned deep mathematical thinking and learning, and have the power to transform mathematics classrooms ... Unknown localization key: "more"

Objev podobné jako Building Thinking Classrooms in Mathematics, Grades K-12 - Peter Liljedahl

Put math manipulatives to work in your classroom and make teaching and learning math both meaningful and productive. Would you like to bring math learning to life and make it more concrete, relevant, and accessible to your students? Do you wish you could do more with the manipulatives buried in your supply closet? Do you want to more effectively use virtual manipulatives in your distance learning? Whether physical or virtual, commercial or home-made, manipulatives are a powerful learning tool to help students discover and represent mathematical concepts. 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 two-color counters, linking cubes, base ten blocks, fraction manipulatives, pattern blocks, tangrams, geometric solids, 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 75 activities that work with any curriculum, including four-color photos, printable work mats, and demonstration videos. Handy charts that sort ... Unknown localization key: "more"

Objev podobné jako Mastering Math Manipulatives, Grades K-3 - Kimberly Rimbey, Sara Delano Moore

Sada obsahuje tři hrnce s poklicemi o průměrech 16 cm, 18 cm a 20 cm. Hrnce jsou vyrobeny z leštěné nerezové oceli a jsou vhodné pro všechny typy sporáků. Vnitřní odměrná stupnice a žáruvzdorná poklice do 220 °C zvyšují praktičnost.

• Vhodné na všechny typy sporáků včetně indukce
• Žáruvzdorná skleněná poklice umožňuje použití v troubě do 220 °C
• Praktická odměrná stupnice uvnitř hrnců
• Kvalitní provedení z leštěné nerezové oceli

Objev podobné jako Blaumann 6dílná sada nádobí Gourmet Line

Effective teaching is effective teaching, no matter where it occursThe pandemic teaching of mid-2020 was not really distance learning, but rather crisis teaching. But starting now, teachers have the opportunity to prepare for distance learning with purpose and intent—using what works best to accelerate students’ learning all the while maintaining an indelible focus on equity.Harnessing the insights and experience of renowned educators Douglas Fisher, Nancy Frey, and John Hattie, The Distance Learning Playbook applies the wisdom and evidence of VISIBLE LEARNING® research to understand what works best with distance learning. Spanning topics from teacher-student relationships, teacher credibility and clarity, instructional design, assessments, and grading, this comprehensive playbook details the research- and evidence-based strategies teachers can mobilize to deliver high- impact learning in an online, virtual, and distributed environment.This powerful guide includes: Learning Intentions and Success Criteria for each module to track your own learning and model evidence-based teacher practices for meaningful learning A diversity of instructional approaches, including direct instruction, peer learning, and independent work that foster student self-regulation and move learning to deep and transfer levels Discussion of equity challenges associated with distance learning, along with examples of how teachers can work to ensure that equity gains that have ... Unknown localization key: "more"

Objev podobné jako The Distance Learning Playbook, Grades K-12 - John Hattie, Douglas Fisher, Nancy Frey

Effective school leadership is effective leadership, regardless of where it occurs In March 2020, there was no manual for leading schools and school systems during a pandemic. School leaders had to figure things out as the crisis unfolded. But starting now, leaders have the opportunity to prepare for leading schools through distance learning with purpose and intent—using what works best to accelerate students’ learning all the while maintaining an indelible focus on equity. Harnessing the insights and experience of renowned educators Douglas Fisher, Nancy Frey, and John Hattie, The Distance Learning Playbook for School Leaders applies the wisdom and evidence of the VISIBLE LEARNING® research to understand what works best. Spanning topics from school climate at a distance, leader credibility, care for self and colleagues, instructional leadership teams, stakeholder advisory groups, and virtual visibility, this comprehensive playbook details the research- and evidence-based strategies school leaders can mobilize to lead the delivery of high-impact learning in an online, virtual, and distributed environment. This powerful guide includes: Actionable insights and hands-on steps for each module to help school leaders realize the evidence-based leadership practices that result in meaningful learning in a distance environment Discussion of equity challenges associated with distance learning, along ... Unknown localization key: "more"

Objev podobné jako The Distance Learning Playbook for School Leaders - John Hattie, Douglas Fisher, Nancy Frey, Dominique Smith

We are in this together and will get through this together  Parent involvement has always been a vital part of any child’s education, but the pandemic and resulting remote instruction require that parents and educators partner at a deeper level.  Following the tremendous success of The Distance Learning Playbook, K-12, education authorities Doug Fisher, Nancy Frey, and John Hattie have teamed up with New York Times bestselling author and parenting expert Rosalind Wiseman to bring you the consummate guide to support your child′s academic, social, and emotional development in any learning environment – while not overwhelming you in the process.  This essential guide will arm you with the tools and insight to Create an environment conducive to learning, establish routines, and most importantly, take care of yourself and your child Maximize the time you spend supporting learning by focusing on what is proven to work best in education Help your child develop the cognitive attitudes and habits that foster creativity, critical thinking, and increased responsibility for their learning Support the development of your child’s social and emotional learning skills, including the ability to navigate social interactions, build friendships, and regulate emotions at a time when they have ... Unknown localization key: "more"

Objev podobné jako The Distance Learning Playbook for Parents - John Hattie, Douglas Fisher, Nancy Frey, Rosalind Wiseman

On publication in 2009 John Hattie’s Visible Learning presented the biggest ever collection of research into what actually work in schools to improve children’s learning. Not what was fashionable, not what political and educational vested interests wanted to champion, but what actually produced the best results in terms of improving learning and educational outcomes. It became an instant bestseller and was described by the TES as revealing education’s ‘holy grail’. Now in this latest book, John Hattie has joined forces with cognitive psychologist Greg Yates to build on the original data and legacy of the Visible Learning project, showing how it’s underlying ideas and the cutting edge of cognitive science can form a powerful and complimentary framework for shaping learning in the classroom and beyond.Visible Learning and the Science of How We Learn explains the major principles and strategies of learning, outlining why it can be so hard sometimes, and yet easy on other occasions. Aimed at teachers and students, it is written in an accessible and engaging style and can be read cover to cover, or used on a chapter-by-chapter basis for essay writing or staff development. The book is structured in three parts – ‘learning within classrooms’, ‘learning ... Unknown localization key: "more"

Objev podobné jako Visible Learning and the Science of How We Learn - John Hattie, Gregory C. R. Yates

In Visible Learning: Lesson Planning, John Hattie and Klaus Zierer make explicit how to implement the world-famous Visible Learning® research into the bedrock of teaching and preparation – lesson planning.By implementing the Visible Learning® data in everyday teaching, this book provides a practical guide to lesson planning that is unique and objective. Important planning steps are explained and described using example lessons in several different subjects. Success criteria are described, and simple strategies to implement, intervene with, and evaluate lessons effectively are provided including, critically, how to switch from surface to deep learning and back again. This book:combines the largest body of empirical educational research to date (now informed by more than 2,100 meta-analyses and implementation in thousands of classrooms globally) with the everyday task of lesson planningincludes empirical research on teaching and learning as well as theoretical studies on lesson planningis orientated toward the phases of analysis, planning, implementation, and evaluation of a lessonillustrates theoretical principles and empirical research results using a specific lessonprovides advice for learners, parents, school administrators, and teachersoffers numerous opportunities for consolidation through in-depth tasks at the levels of surface understanding and deep understandingfollows evidence-based criteria for the successful professionalization of teachersThis powerful and essential ... Unknown localization key: "more"

Objev podobné jako Visible Learning: Lesson Planning - John Hattie, Klaus Zierer

Everything you need to create a high-trust, high-achieving learning environment for multilingual studentsWe have never known more than we do now about teaching multilingual students — nevertheless, we teeter on the edge of retreating to old-think practices. The next generation depends upon our getting this right, and this spare, salient guide helps ensure we do.Kids Come in All Languages provides teachers and leaders with all they need to design high-quality curriculum to support multilingual learners. With this book, learn to: Create a low-anxiety, high-expectation classroom climate that gives multilingual students access to engaging grade-level content Plan clear, cohesive lessons and tasks that motivate students to produce language, use critical thinking skills, and access complex texts Offer ample time for student-led talk that ramps up knowledge and amps up a sense of belonging Use heterogeneous, flexible grouping so children acquiring English don’t stall out in fixed-mindset, below-grade level groups And much moreTeachers act like tributaries, helping learners access a wider stream of knowledge, and catch the swift current of wanting to learn. It’s time to envision this expansiveness for multilingual students. It’s time to design learning experiences with optimism for their futures.

Objev podobné jako Kids Come in All Languages - John Hattie, Douglas Fisher, Nancy Frey, Oscar ) Corrigan

Make learning visible in the early years   Early childhood is a uniquely sensitive time, when young learners are rapidly developing across multiple domains, including language and literacy, mathematics, and motor skills. Knowing which teaching strategies work best and when can have a significant impact on a child’s development and future success. Visible Learning in Early Childhood investigates the critical years between ages 3 and 6 and, backed by evidence from the Visible Learning® research, explores seven core strategies for learning success: working together as evaluators, setting high expectations, measuring learning with explicit success criteria, establishing developmentally appropriate levels of learning, viewing mistakes as opportunities, continually seeking feedback, and balancing surface, deep, and transfer learning. The authors unpack the symbiotic relationship between these seven tenets through Authentic examples of diverse learners and settings Voices of master teachers from the US, UK, and Australia Multiple assessment and differentiation strategies Multidisciplinary approaches depicting mathematics, literacy, art and music, social-emotional learning, and more Using the Visible Learning research, teachers partner with children to encourage high expectations, developmentally appropriate practices, the right level of challenge, and a focus on explicit success criteria. Get started today and watch your young learners thrive!

Objev podobné jako Visible Learning in Early Childhood - John Hattie, John T. Almarode, Kateri Thunder

NOT OFFICIAL MINECRAFT PRODUCT. NOT APPROVED BY OR ASSOCIATED WITH MOJANG. Who says learning can’t be fun? Summer Learning Crash Course for Minecrafters: Grades 1–2 will keep your first grader’s skills fresh all summer long and help them start the school year with a clear academic advantage. Thanks to colorfully illustrated pages and high-interest lessons based around familiar video game characters, young Minecrafters can practice and retain key grade-level skills with zero pressure and maximum fun. Inside you’ll find engaging content that aligns with national Common Core State Standards including lessons in: Language arts (phonics, grammar, and writing) Math (addition and subtraction, word problems, telling time) Science (Earth, objects in motion, ecosystems) Social studies (capitals, holidays, famous Americans) No more fighting the summer slide. With the kid-centered approach of Summer Learning Crash Course for Minecrafters, kids will be equipped and willing to bridge the gap between one grade and the next and start school feeling like a winner.

Objev podobné jako Summer Learning Crash Course for Minecrafters: Grades 1-2 - Nancy Rogers Bosse

Turn ideas into goals—and goals into impact The road to school improvement and student achievement is paved with good intentions—so why does the destination seem so far away? If you’re like most educators, the answer is a pothole known as the implementation gap. This book provides a road map to bypassing that gap in your school or district, offering a carefully researched, field-tested methodology that takes leadership teams, professional learning communities, and educators all the way from good ideas to systematic impact. Following the five Ds, you’ll: Discover goals worth pursuing and problems worth addressing Design instruments and actions that generate deep impact Deliver interventions and collect data Double-back to monitor your progress and evaluate the impact Double-up to enhance, sustain, and scale your success You became an educator to make a difference in students’ lives. With this playbook, you’ll transform research and ideas into achievable actions—and make maximum impact.

Objev podobné jako Building to Impact - John Hattie, Arran Hamilton, Janet May Clinton, Douglas B. Reeves

Stand out, showcase your ability and succeed in your university admissions test. Whether you''re taking STEP, MAT or TMUA, this essential guide reveals tried-and-tested strategies for building the problem-solving skills you need to secure a high score.Containing expert advice and worked examples, followed by multiple-choice and extended questions that replicate the exams, this guide is designed to improve your understanding of the admissions tests and help to build the skills universities are looking for.- Learn to think like a university student - detailed guidance, thought-provoking questions and worked solutions show you how to advance your mathematical thinking- Improve your mathematical reasoning - practise the problem-solving skills you need with ''Try it out'' activities throughout the book and end-of-chapter exercises to track progress- Build a path through every problem - our authors guide you through each type of problem so that you can approach questions confidently, think on the spot and apply your knowledge to new contexts- Maximise marks and make the most of the time you have - at the end of each chapter, our authors give advice on how to tackle questions in the most time-efficient way and help you to figure out which ones will show off your ... Unknown localization key: "more"

Objev podobné jako STEP, MAT, TMUA: Skills for success in University Admissions Tests for Mathematics - David Bedford, Richard Lissaman, Tim Honeywill, Phil Chaffe

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

Gain essential mathematical skills for machine trades and manufacturing with Peterson/McGarry/Smith’s MATHEMATICS FOR MACHINE TECHNOLOGY, Cengage International Edition, 9th Edition. This comprehensive book seamlessly connects math concepts to practical machine applications, featuring industry-specific examples, realistic illustrations and actual machine functions. From general math to trigonometry, solid geometry and introductory G- and M-codes for CNC programming, this book prepares you for success in the fields of machine trades and manufacturing. Strengthen your mathematical abilities and unlock your potential for a rewarding career.

Objev podobné jako Mathematics for Machine Technology, Cengage International Edition - Dr Kathleen McGarry, John ) Peterson, Robert ) Smith

The essentials for creating a supportive and inclusive space for allLearning is hard work and the latest education research shows that a sense of psychological safety is a must if we want students to successfully progress along their education journey.In Mindframes for Belonging, Identities, and Equity, you′ll discover 10 unique mindframes backed by extensive education research and real-life scenarios. Through self-reflection and powerful vignettes, you′ll learn how to apply these core principles in your daily life to foster a more inclusive and understanding learning environment. Inside, the authors explore the five critical themes behind these mindframes, including Impact and Efficiency Feedback and Assessment Challenging Growth Learning Culture and Relationships Ownership and AccountabilityHarnessing the power of these mindframes is not just about improving education--it′s about fostering an environment where every student feels valued, safe, and able to learn without fear.

Objev podobné jako Mindframes for Belonging, Identities, and Equity - John Hattie, Dominique Smith, Sonja Hollins-Alexander, Nicole V. Law

NaniNails NANI Nikol Leitgeb, Kosmetické sady pro ženy, Nádherná manikúra jako po návštěvě nehtového studia? Lak na nehty NaniNails NANI Nikol Leitgeb umožňuje vytvořit si ji v pohodlí vlastního domova. Pokrývá povrch nehtů souvislou vrstvou dlouhotrvající intenzivní barvy s lesklým finišem, a pomáhá tak dodat nehtům pěstěný, dokonale upravený vzhled. Můžete s jeho pomocí jednoduše zvýraznit své nehty a nebo třeba podtrhnout styl vašeho outfitu. Tak která barva se zaleskne na vašich nehtech? Sada obsahuje: NaniNails NANI Leitgeb gelový lak na nehty s použitím UV/LED lampy 6 ml NaniNails NANI Leitgeb gelový lak na nehty s použitím UV/LED lampy 6 ml NaniNails NANI Leitgeb gelový lak na nehty s použitím UV/LED lampy 6 ml NaniNails NANI Leitgeb gelový lak na nehty s použitím UV/LED lampy 6 ml NaniNails NANI Leitgeb gelový lak na nehty s použitím UV/LED lampy 6 ml Vlastnosti: zářivá a sytá barva zajišťuje vysoký lesk pohodlně se nanáší má dlouhotrvající výdrž má efekt gelové manikúry používat pouze společně s LED lampou pokrývá nehty souvislou barevnou vrstvou vydrží dlouho bez odlupování je odolný vůči odírání a odštěpování Jak používat: Lak nanášejte pomocí štětečku na odlakované odmaštěné nehty. Pro lepší výsledný efekt aplikujte 2 vrstvy.

Objev podobné jako NaniNails NANI Nikol Leitgeb dárková sada na nehty

Author Sandra Morgan awarded Wilberforce AwardHuman trafficking is one of the most pressing social justice issues of our time, and in recent years there has been renewed interest among Christians, as many have been stirred up to take their part in the ongoing battle.This is a wonderful thing―and yet misinformed and misguided efforts can do more harm than good. Ending Human Trafficking is a handbook designed to educate churches and parachurch organizations for truly effective work.In collaboration with The Global Center for Women and Justice at Vanguard University, Ending Human Trafficking is an accessible and compelling resource for Christian leaders, written by seasoned leaders in the struggle against modern slavery. Grounded in a theological response to the issue and filled with stories, up-to-date data, and practical tools and tips, it promises to be an invaluable resource for years to come.

Objev podobné jako Ending Human Trafficking - A Handbook of Strategies for the Church Today - John Cotton Richmond, Shayne Moore, Sandra Morgan, Kimberly Mcowen Yim

Traditional grammar instruction often focuses too much on what’s right or what’s wrong, hiding the true power of conventions—the creation of meaning, purpose, and effect. Instead of hammering high school students with the mistakes they should avoid, Jeff Anderson, Travis Leech, and Holly Durham suggest exploring grammar through the celebration of author’s purpose and craft. In Patterns of Power, Grades 9-12: Teaching Grammar Through Reading and Writing, they invite you to create an environment in which writers thrive while studying and appreciating the beauty, effects, and meaning of grammar. Inside this book, teachers will find a comprehensive explanation of the brain-based Patterns of Power invitational process, as well as: 35 standards-aligned lesson sets built around practical, engaging, inquiry-based methods that take deeper dives into grammar and craft than any worksheet, quiz, or editing exercise ever could A variety of high-interest model texts from authentic and diverse sources, including excerpts from classic and current novels, memoirs, plays, graphic novels, poems, and media Real-life classroom examples and tips with suggestions for scaffolding new learning and ideas for how to use the lessons in AP courses Templates for extended application, easy to locate printables, and ready-to-go visuals Additional Models for Further Study for ... Unknown localization key: "more"

Objev podobné jako Patterns of Power, Grades 9-12 - Jeff Anderson, Holly Durham, Travis Leech

The 6 Principles for Exemplary Teaching of English Learners® is a core set of principles for English language teaching and learning. The 6 Principles are targets of excellence that provide teachers with the knowledge to make informed decisions to improve instruction and assessment.  This second edition of The 6 Principles for Exemplary Teaching of English Learners: Grades K-12 reflects evolving knowledge about second language acquisition and pedagogy for multilingual learners of English. It also addresses some shifts in educational policies and includes updated the research, new vignettes from teachers around the world, and a new chapter to showcase the implementation of the 6 Principles in different contexts. There is an enhanced focus on student assets and culturally responsive teaching, technology, literacy development, and social-emotional learning. ,

Objev podobné jako The 6 Principles for Exemplary Teaching of English Learners®: Grades K-12 - TESOL Writing Team

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

Cultivate a Culture of Learning by Doing In Teacher Development Picture a world where teachers, equipped with the expertise to produce the best outcomes in every context, confidently and intentionally inquire, adapt, and change instruction based on student needs. Do you know how to get them there? Developing Teaching Expertise offers a proactive framework for teachers to work through iterative design cycles and understand how to make ‘what works best’ work in their unique classroom. Aligned to the varied components of teacher professional learning, this book supports the development of teaching expertise by:  Exploring how specific design and leadership approaches can be integrated to form a useful framework for leading teacher professional learning Highlighting ways to navigate through complex educational environments Incorporating illustrative tools and vignettes, and real-life examples of results from different educational settings This book offers a deep exploration to lead and intentionally cultivate a culture of lifelong teacher learning.

Objev podobné jako Developing Teaching Expertise - John Hattie, Ryan Dunn

What does pleasure have to do with morality? What role, if any, should intuition have in the formation of moral theory? If something is ‘simulated’, can it be immoral? This accessible and wide-ranging textbook explores these questions and many more. Key ideas in the fields of normative ethics, metaethics and applied ethics are explained rigorously and systematically, with a vivid writing style that enlivens the topics with energy and wit. Individual theories are discussed in detail in the first part of the book, before these positions are applied to a wide range of contemporary situations including business ethics, sexual ethics, and the acceptability of eating animals. A wealth of real-life examples, set out with depth and care, illuminate the complexities of different ethical approaches while conveying their modern-day relevance.This concise and highly engaging resource is tailored to the Ethics components of AQA Philosophy and OCR Religious Studies, with a clear and practical layout that includes end-of-chapter summaries, key terms, and common mistakes to avoid. It should also be of practical use for those teaching Philosophy as part of the International Baccalaureate.Ethics for A-Level is of particular value to students and teachers, but Fisher and Dimmock’s precise and scholarly approach will ... Unknown localization key: "more"

Objev podobné jako Ethics for A-Level - Executive Director Andrew Fisher, Mark Dimmock

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

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

Pejskův chytrý telefon od Fisher-Price je interaktivní hračka z řady Směj se a Poznávej určená pro děti od 9 měsíců. Nabízí 18 vzdělávacích aktivit aktivovaných 9 tlačítky, včetně učení tvarů, barev, písmen a čísel. Hračka disponuje 5 jazykovými verzemi a realistickým designem připomínajícím skutečný telefon.

• 18 interaktivních aktivit s výukou tvarů, barev, písmen a čísel
• 5 jazykových verzí včetně češtiny a slovenštiny
• realistický design podobný skutečnému telefonu
• vhodné již od 9 měsíců věku dítěte

Objev podobné jako Fisher Price pejskův chytrý telefon

Zvuková hračka Fisher Price Little People v podobě hasičského vozu obsahuje postavičky záchranářky Eriky a záchranáře Kersona. Vůz je vybaven jazykovým multichipem s pěti jazyky a aktivuje realistické zvuky, fráze a písně. Hračka je vyrobena z kvalitního plastu a je vhodná pro děti od 12 měsíců.

• 5 jazykových verzí (čeština, slovenština, angličtina, polština, maďarština)
• Realistické zvuky, fráze a zábavné písně při stisknutí postavičky
• Ergonomický design přizpůsobený dětským rukám
• Vhodné pro děti již od 12 měsíců

Objev podobné jako Fisher Price Little People hasičský vůz

Dřevěná hrací deska Fisher-Price s motivem farmy nabízí dětem možnost objevovat zvířátka a jejich mláďata za schovávacími dvířky. Hra pomáhá rozvíjet jemnou motoriku a učit se poznávat zvířata jako koníka, prasátko, husu a kuřátko. Je určena pro děti od 1 roku.

• Dřevěná konstrukce pro bezpečnou hru
• Rozvíjí jemnou motoriku a poznávání zvířat
• Veselá zvířátka a mláďata za dvířky
• Vhodné pro děti již od 1 roku

Objev podobné jako Fisher-Price Dřevěná hra na schovávanou zvířátka

Hrací stoleček a stojan Fisher-Price 4 v 1 je multifunkční hračka pro děti od 6 měsíců. Nabízí čtyři režimy hraní, které rostou s dítětem od sezení až po tvoření. Součástí je stojací tabule s klipem na papír a zásobníkem na pastelky.

• Roste s dítětem od 6 měsíců do batolecího věku
• Čtyři režimy hraní podporující fantazii a motoriku
• Obsahuje stojací tabuli s klipem na papír a zásobníkem
• Hudební kolečko, paleta umělce a korálková lišta

Objev podobné jako Fisher Price Hrací stoleček a stojan 4 v 1

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

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

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

A comprehensive book for teachers of mathematics in Classes 6-8 (age 12-15).

Objev podobné jako A Teacher's Source Book for Mathematics in Classes 6 to 8 - Jamie York

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

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

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

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

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