graph powered analytics and machine learning with tigergraph ph d victor lee xinyu chang phuc kien nguyen

This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using TigerGraph, one of the leading graph database models available.

Objev podobné jako Graph-Powered Analytics and Machine Learning with TigerGraph - Ph.D., Victor Lee, Xinyu Chang, Phuc Kien Nguyen

This modern and self-contained book offers a clear and accessible introduction to the important topic of machine learning with neural networks. In addition to describing the mathematical principles of the topic, and its historical evolution, strong connections are drawn with underlying methods from statistical physics and current applications within science and engineering. Closely based around a well-established undergraduate course, this pedagogical text provides a solid understanding of the key aspects of modern machine learning with artificial neural networks, for students in physics, mathematics, and engineering. Numerous exercises expand and reinforce key concepts within the book and allow students to hone their programming skills. Frequent references to current research develop a detailed perspective on the state-of-the-art in machine learning research.

Objev podobné jako Machine Learning with Neural Networks - Bernhard Mehlig

Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions.

Objev podobné jako Introduction to Machine Learning with Python - Andreas C. Mueller

This class-tested textbook will provide in-depth coverage of the fundamentals of machine learning, with an exploration of applications in information security. The book will cover malware detection, cryptography, and intrusion detection. The book will be relevant for students in machine learning and computer security courses.

Objev podobné jako Introduction to Machine Learning with Applications in Information Security - Mark Stamp

This best-selling book uses concrete examples, minimal theory, and production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help you gain an intuitive understanding of the concepts and tools for building intelligent systems.

Objev podobné jako Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3e - Géron Aurélien

MACHINE LEARNING FOR BUSINESS ANALYTICS Machine learning â ”also known as data mining or data analyticsâ ” 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 to relevant case studies with more than a dozen cases demonstrating applications for the machine learning techniquesEnd-of-chapter exercises that help readers gauge and expand their comprehension and competency of the material presentedA companion website with more than two dozen data sets, and instructor materials including exercise solutions, slides, and case solutions This textbook is an ideal resource for upper-level undergraduate and graduate level courses in data science, predictive analytics, and business analytics. It is also an excellent reference for analysts, researchers, and data science practitioners working with quantitative data in management, finance, marketing, operations management, information systems, computer science, and information technology.

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

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 exercises that help readers gauge and expand their comprehension and competency of the material presentedA companion website with more than two dozen data sets, and instructor materials including exercise solutions, slides, and case solutions This textbook is an ideal resource for upper-level undergraduate and graduate level courses in data science, predictive analytics, and business analytics. It is also an excellent reference for analysts, researchers, and data science practitioners working with quantitative data in management, finance, marketing, operations management, information systems, computer science, and information technology.

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

MACHINE LEARNING FOR BUSINESS ANALYTICS An up-to-date introduction to a market-leading platform for data analysis and machine learning Machine Learning for Business Analytics: Concepts, Techniques, and Applications with JMP Pro, 2nd ed. offers an accessible and engaging introduction to machine learning. It provides concrete examples and case studies to educate new users and deepen existing usersâ ™ understanding of their data and their business. Fully updated to incorporate new topics and instructional material, this remains the only comprehensive introduction to this crucial set of analytical tools specifically tailored to the needs of businesses. Machine Learning for Business Analytics: Concepts, Techniques, and Applications with JMP Pro, 2nd ed. readers will also find: Updated material which improves the bookâ ™s usefulness as a reference for professionals beyond the classroomFour new chapters, covering topics including Text Mining and Responsible Data ScienceAn updated companion website with data sets and other instructor resources: www.jmp.com/dataminingbookA guide to JMP Pro s new features and enhanced functionality Machine Learning for Business Analytics: Concepts, Techniques, and Applications with JMP Pro, 2nd ed. is ideal for students and instructors of business analytics and data mining classes, as well as data science practitioners and professionals in data-driven industries.

Objev podobné jako Machine Learning for Business Analytics - Galit Shmueli, Peter C. Bruce, Nitin R. Patel, Muralidhara Anandamurthy, Mia L. Stephens

It s time to dispel the myth that machine learning is difficult. Grokking Machine Learning teaches you how to apply ML to your projects using only standard Python code and high school-level math. No specialist knowledge is required to tackle the hands-on exercises using readily available machine learning tools! In Grokking Machine Learning, expert machine learning engineer Luis Serrano introduces the most valuable ML techniques and teaches you how to make them work for you. Practical examples illustrate each new concept to ensure you⠙re grokking as you go. You⠙ll build models for spam detection, language analysis, and image recognition as you lock in each carefully-selected skill. Packed with easy-to-follow Python-based exercises and mini-projects, this book sets you on the path to becoming a machine learning expert. Key Features · Different types of machine learning, including supervised and unsupervised learning · Algorithms for simplifying, classifying, and splitting data · Machine learning packages and tools · Hands-on exercises with fully-explained Python code samples For readers with intermediate programming knowledge in Python or a similar language. About the technology Machine learning is a collection of mathematically-based techniques and algorithms that enable computers to identify patterns and generate predictions from data. This revolutionary data analysis approach is behind everything from recommendation systems to self-driving cars, and is transforming industries from finance to art. Luis G. Serrano has worked as the Head of Content for Artificial Intelligence at Udacity and as a Machine Learning Engineer at Google, where he worked on the YouTube recommendations system. He holds a PhD in mathematics from the University of Michigan, a Bachelor and Masters from the University of Waterloo, and worked as a postdoctoral researcher at the University of Quebec at Montreal. He shares his machine learning expertise on a YouTube channel with over 2 million views and 35 thousand subscribers, and is a frequent speaker at artificial intelligence and data science conferences.

Objev podobné jako Grokking Machine Learning - Luis Serrano

Dig deep into the data with a hands-on guide to machine learning with updated examples and more! Machine Learning: Hands-On for Developers and Technical Professionals provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals. The book contains a breakdown of each ML variant, explaining how it works and how it is used within certain industries, allowing readers to incorporate the presented techniques into their own work as they follow along. A core tenant of machine learning is a strong focus on data preparation, and a full exploration of the various types of learning algorithms illustrates how the proper tools can help any developer extract information and insights from existing data. The book includes a full complement of Instructor s Materials to facilitate use in the classroom, making this resource useful for students and as a professional reference. At its core, machine learning is a mathematical, algorithm-based technology that forms the basis of historical data mining and modern big data science. Scientific analysis of big data requires a working knowledge of machine learning, which forms predictions based on known properties learned from training data. Machine Learning is an accessible, comprehensive guide for the non-mathematician, providing clear guidance that allows readers to: Learn the languages of machine learning including Hadoop, Mahout, and WekaUnderstand decision trees, Bayesian networks, and artificial neural networksImplement Association Rule, Real Time, and Batch learningDevelop a strategic plan for safe, effective, and efficient machine learning By learning to construct a system that can learn from data, readers can increase their utility across industries. Machine learning sits at the core of deep dive data analysis and visualization, which is increasingly in demand as companies discover the goldmine hiding in their existing data. For the tech professional involved in data science, Machine Learning: Hands-On for Developers and Technical Professionals provides the skills and techniques required to dig deeper.

Objev podobné jako Machine Learning - Jason Bell

The most human-friendly book on machine learning Somewhere buried in all the systems that drive artificial intelligence, you ll find machine learningâ ”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 goâ ”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

Featured in the Financial Times Best Books of the Year 2020The evidence is rigorously marshalled and the...solutions equally clearly illuminated. A definitive study. - Martin Wolf, Chief Economics Commentator, The Financial TimesIn this vital new book, Britain⠲s first Professor of Social Mobility Lee Elliot Major and Stephen Machin, reveal the causes of the UK⠙s low social mobility, explain why it⠲s getting worse, and outline how we reverse this worrying trend, before it⠙s too late. It covers the history of social mobility in the UK, explores international comparisons, analyses the recent ⠘dark age⠙ of declining absolute mobility, and investigates issues such as how family traits affect inter-generational mobility. The authors then outline what it is we should do about this pressing issue. Calling for a fundamental shift in debates about social mobility and arguing that only by establishing general principles of fairness in society can we agree the major policy reforms that can make Britain a more mobile and just society for all.Written by leading social scientists, the What Do We Know and What Should We Do About...? series offers concise, up-to-date overviews of issues often oversimplified, misrepresented or misunderstood and shows you how to enact change. Short, sharp and compelling.  - Alex Preston, The Observer If you want to learn a lot about what matters most, in as short a time as possible, this is the series for you. - Danny Dorling, 1971 Professor of Geography, University of Oxford

Objev podobné jako What Do We Know and What Should We Do About Social Mobility? - Lee Elliot Major, Stephen Machin

Featured in the Financial Times Best Books of the Year 2020The evidence is rigorously marshalled and the...solutions equally clearly illuminated. A definitive study. - Martin Wolf, Chief Economics Commentator, The Financial TimesIn this vital new book, Britain⠲s first Professor of Social Mobility Lee Elliot Major and Stephen Machin, reveal the causes of the UK⠙s low social mobility, explain why it⠲s getting worse, and outline how we reverse this worrying trend, before it⠙s too late. It covers the history of social mobility in the UK, explores international comparisons, analyses the recent ⠘dark age⠙ of declining absolute mobility, and investigates issues such as how family traits affect inter-generational mobility. The authors then outline what it is we should do about this pressing issue. Calling for a fundamental shift in debates about social mobility and arguing that only by establishing general principles of fairness in society can we agree the major policy reforms that can make Britain a more mobile and just society for all.Written by leading social scientists, the What Do We Know and What Should We Do About...? series offers concise, up-to-date overviews of issues often oversimplified, misrepresented or misunderstood and shows you how to enact change. Short, sharp and compelling.  - Alex Preston, The Observer If you want to learn a lot about what matters most, in as short a time as possible, this is the series for you. - Danny Dorling, 1971 Professor of Geography, University of Oxford

Objev podobné jako What Do We Know and What Should We Do About Social Mobility? - Lee Elliot Major, Stephen Machin

Develop a mathematical intuition around machine learning algorithms to improve model performance and effectively troubleshoot complex ML problems. For intermediate machine learning practitioners familiar with linear algebra, probability, and basic calculus. Machine Learning Algorithms in Depth dives into the design and underlying principles of some of the most exciting machine learning (ML) algorithms in the world today. With a particular emphasis on probability-based algorithms, you will learn the fundamentals of Bayesian inference and deep learning. You will also explore the core data structures and algorithmic paradigms for machine learning. You will explore practical implementations of dozens of ML algorithms, including: Monte Carlo Stock Price Simulation Image Denoising using Mean-Field Variational Inference EM algorithm for Hidden Markov Models Imbalanced Learning, Active Learning and Ensemble Learning Bayesian Optimisation for Hyperparameter Tuning Dirichlet Process K-Means for Clustering Applications Stock Clusters based on Inverse Covariance Estimation Energy Minimisation using Simulated Annealing Image Search based on ResNet Convolutional Neural Network Anomaly Detection in Time-Series using Variational Autoencoders Each algorithm is fully explored with both math and practical implementations so you can see how they work and put into action. About the technology Fully understanding how machine learning algorithms function is essential for any serious ML engineer. This vital knowledge lets you modify algorithms to your specific needs, understand the trade-offs when picking an algorithm for a project, and better interpret and explain your results to your stakeholders. This unique guide will take you from relying on one-size-fits-all ML libraries to developing your own algorithms to solve your business needs.

Objev podobné jako Machine Learning Algorithms in Depth - Vadim Smolyakov

An advanced book for researchers and graduate students working in machine learning and statistics who want to learn about deep learning, Bayesian inference, generative models, and decision making under uncertainty.An advanced counterpart to Probabilistic Machine Learning: An Introduction, this high-level textbook provides researchers and graduate students detailed coverage of cutting-edge topics in machine learning, including deep generative modeling, graphical models, Bayesian inference, reinforcement learning, and causality. This volume puts deep learning into a larger statistical context and unifies approaches based on deep learning with ones based on probabilistic modeling and inference. With contributions from top scientists and domain experts from places such as Google, DeepMind, Amazon, Purdue University, NYU, and the University of Washington, this rigorous book is essential to understanding the vital issues in machine learning.Covers generation of high dimensional outputs, such as images, text, and graphs Discusses methods for discovering insights about data, based on latent variable models Considers training and testing under different distributionsExplores how to use probabilistic models and inference for causal inference and decision makingFeatures online Python code accompanimentÂ

Objev podobné jako Probabilistic Machine Learning - Kevin P. Murphy

The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book s web site.

Objev podobné jako Mathematics for Machine Learning - A. Aldo Faisal, Marc Peter Deisenroth, Cheng Soon Ong

Written by more than sixty experts in the area, this book reviews cutting-edge practices in machine learning for financial markets, and explores connections with data science and more traditional approaches. This is an invaluable resource for researchers and graduate students in financial engineering, as well as practitioners in the sector.

Objev podobné jako Machine Learning and Data Sciences for Financial Markets

Prepares students for Microsoft Exam 70-774-and helps them demonstrate real-world mastery of performing key data science activities with Azure Machine Learning services. Designed for experienced IT students ready to advance their status, Exam Ref focuses on the critical thinking and decision-making acumen needed for success at the MCSA level.

Objev podobné jako Exam Ref 70-774 Perform Cloud Data Science with Azure Machine Learning - Ginger Grant, Tamanaco Francisquez, Pau Sempere, Paco Gonzalez, Julio Granado

With its intuitive yet rigorous approach to machine learning, this text provides students with the fundamental knowledge and practical tools needed to conduct research and build data-driven products. The authors prioritize geometric intuition and algorithmic thinking, and include detail on all the essential mathematical prerequisites, to offer a fresh and accessible way to learn. Practical applications are emphasized, with examples from disciplines including computer vision, natural language processing, economics, neuroscience, recommender systems, physics, and biology. Over 300 color illustrations are included and have been meticulously designed to enable an intuitive grasp of technical concepts, and over 100 in-depth coding exercises (in Python) provide a real understanding of crucial machine learning algorithms. A suite of online resources including sample code, data sets, interactive lecture slides, and a solutions manual are provided online, making this an ideal text both for graduate courses on machine learning and for individual reference and self-study.

Objev podobné jako Machine Learning Refined - Aggelos K. Katsaggelos, Reza Borhani, Jeremy Watt

The first edition of Deep Learning with Python is one of the best books on the subject. The second edition made it even better. - Todd Cook The bestseller revised! Deep Learning with Python, Second Edition is a comprehensive introduction to the field of deep learning using Python and the powerful Keras library. Written by Google AI researcher François Chollet, the creator of Keras, this revised edition has been updated with new chapters, new tools, and cutting-edge techniques drawn from the latest research. You ll build your understanding through practical examples and intuitive explanations that make the complexities of deep learning accessible and understandable. about the technologyMachine learning has made remarkable progress in recent years. We ve gone from near-unusable speech recognition, to near-human accuracy. From machines that couldn t beat a serious Go player, to defeating a world champion. Medical imaging diagnostics, weather forecasting, and natural language question answering have suddenly become tractable problems. Behind this progress is deep learning⠔a combination of engineering advances, best practices, and theory that enables a wealth of previously impossible smart applications across every industry sector about the bookDeep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. You ll learn directly from the creator of Keras, François Chollet, building your understanding through intuitive explanations and practical examples. Updated from the original bestseller with over 50% new content, this second edition includes new chapters, cutting-edge innovations, and coverage of the very latest deep learning tools. You ll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you ll have the knowledge and hands-on skills to apply deep learning in your own projects. what s insideDeep learning from first principlesImage-classification, imagine segmentation, and object detectionDeep learning for natural language processingTimeseries forecastingNeural style transfer, text generation, and image generation about the readerReaders need intermediate Python skills. No previous experience with Keras, TensorFlow, or machine learning is required. about the authorFrançois Chollet works on deep learning at Google in Mountain View, CA. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow machine-learning framework. He also does AI research, with a focus on abstraction and reasoning. His papers have been published at major conferences in the field, including the Conference on Computer Vision and Pattern Recognition (CVPR), the Conference and Workshop on Neural Information Processing Systems (NIPS), the International Conference on Learning Representations (ICLR), and others.

Objev podobné jako Deep Learning with Python - François Chollet

This fully updated encyclopedia of rifles and machine guns is an authoritative reference work with two visual directories of the most important historical and contemporary weapons. It explains the development of rifles and machine guns through the centuries, right up to the 21st century. It includes the history of rifles, such as the Lee Enfield, M1 rifle and the HK G3 rifle, and classic machine guns, such as the Hotchkiss, Bren and Maxim. The book introduces readers to the designers and manufacturers who developed the arms, and the materials and technology involved in their production. The directories are grouped according to country and each gun’s features are explained alongside the military and technological context in which the weapon was designed.

Objev podobné jako Rifles and Machine Guns, The World Encyclopedia of - Will Fowler, Logan Metesh, Patrick Sweeney

Every other day we hear about new ways to put deep learning to good use: improved medical imaging, accurate credit card fraud detection, long range weather forecasting, and more. PyTorch puts these superpowers in your hands, providing a comfortable Python experience that gets you started quickly and then grows with you as you, and your deep learning skills, become more sophisticated. Deep Learning with PyTorch teaches you how to implement deep learning algorithms with Python and PyTorch. This book takes you into a fascinating case study: building an algorithm capable of detecting malignant lung tumors using CT scans. As the authors guide you through this real example, you ll discover just how effective and fun PyTorch can be. Key features â ¢ Using the PyTorch tensor API â ¢ Understanding automatic differentiation in PyTorch â ¢ Training deep neural networks â ¢ Monitoring training and visualizing results â ¢ Interoperability with NumPy Audience Written for developers with some knowledge of Python as well as basic linear algebra skills. Some understanding of deep learning will be helpful, however no experience with PyTorch or other deep learning frameworks is required. About the technology PyTorch is a machine learning framework with a strong focus on deep neural networks. Because it emphasizes GPU-based acceleration, PyTorch performs exceptionally well on readily-available hardware and scales easily to larger systems. Eli Stevens has worked in Silicon Valley for the past 15 years as a software engineer, and the past 7 years as Chief Technical Officer of a startup making medical device software. Luca Antiga is co-founder and CEO of an AI engineering company located in Bergamo, Italy, and a regular contributor to PyTorch.

Objev podobné jako Deep Learning with PyTorch - Eli Stevens, Luca Antiga

Harness data within the supply chain using this accessible guide on how to examine, evaluate and apply business analytics models.

Objev podobné jako Supply Chain Analytics and Modelling - Dr Nicoleta Tipi

Help usher in a new era of student assessment This empowering guide revolutionizes the assessment process by putting students at the center. Dive into practical strategies and best practices for fostering social and emotional learning (SEL) competencies through student-centered assessments and discover how you can transform classrooms into inclusive spaces where learning thrives. Inside youâ ²ll find Humanistic assessing practices to integrate into everyday teaching and learning Best practices for designing and implementing savvy SEL assessments Ways to develop a classroom that is student empowered and culturally relevant Rubrics, portfolios, and digital tools that demonstrate studentsâ ™ competencies and knowledge through an SEL lens Explore dozens of practical examples, case studies, and field-tested activities that support research-based teaching and learning across the curriculum. Assessing Through the Lens of Social and Emotional Learning inspires educators to move beyond traditional testing to focus on nurturing and fostering skills that students will need for both academic and lifelong success.

Objev podobné jako Assessing Through the Lens of Social and Emotional Learning - Cynthia Sistek, Dee L. Fabry

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 pupilsâ ™ digital literacy and use of IT, creating exciting opportunities for childrenâ ™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 computing teacher.

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

A twisty dark academia thriller about a centuries-old, ivy-covered boarding school haunted by its history of witchcraft and two girls dangerously close to digging up the past. Perfect for fans of V.E. Schwab, Leigh Bardugo, M.L. Rio and Donna Tartt.Felicity Morrow is back at the Dalloway School to finish her senior year after the tragic death of her girlfriend. She even has her old room in Godwin House, the exclusive dormitory rumored to be haunted by the spirits of five Dalloway students girls some say were witches.Witchcraft is woven into Dalloway s past. The school doesn t talk about it, but the students do. In secret rooms and shadowy corners, girls convene. And before her girlfriend died, Felicity was drawn to the dark. She s determined to leave that behind now, but it s hard when Dalloway s occult history is everywhere. And when the new girl won t let her forget.It s Ellis Haley s first year at Dalloway. A prodigy novelist at seventeen, Ellis is eccentric and brilliant, and Felicity can t shake the pull she feels to her. So when Ellis asks Felicity for help researching the Dalloway Five for her second book, Felicity can t say no. And when history begins to repeat itself, Felicity will have to face the darkness in Dalloway and in herself.

Objev podobné jako A Lesson in Vengeance - Victoria Lee

Lessons for Non-Profit and Start-Up Leaders: Tales from a Reluctant CEO uses the experiences of a real company, Community Connections, to bring to life the practical dilemmas that an organization founded on a mission and guided by a set of ideals must confront and solve if it is to thrive. With no business or financial background, Maxine Harris and her partner Helen Bergman grew a tiny startup into a $35 million business. Through trial and error, they learned how to manage finances, hire staff, overcome barriers, and adapt to changing business models. In Lessons for Non-Profit and Start-Up Leaders, Harris shares her insights, struggles, and mistakes with the goal of helping others who may be starting and running non-profit organizations. She spells out the ways in which creativity, tenacity, and the power of relationships helped her and her partner overcome barriers that often cause start-ups to flounder in their first years of operation. In a humorous and novel twist, the book engages the reader with a series of original fables, each tailored to introduce a business dilemma in the language of ⠜make-believe.⠝ Michael O⠙Leary provides commentary that places the stories and case studies from Community Connections into a broader context, making the lessons accessible to anyone working in the non-profit or startup sector.

Objev podobné jako Lessons for Nonprofit and Start-Up Leaders - Maxine, Ph.D. Harris, Michael B., Ph.D O

Reinforcement learning (RL) will deliver one of the biggest breakthroughs in AI over the next decade, enabling algorithms to learn from their environment to achieve arbitrary goals. This practical book shows data science and AI professionals how to perform the reinforcement process that allows a machine to learn by itself.

Objev podobné jako Reinforcement Learning - Phil Winder Ph.D.

In this book, you ll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements.

Objev podobné jako Designing Machine Learning Systems - Chip Huyen

With this practical guide, data scientists and ML engineers will learn how to bridge the gap between data science and Lean software delivery in a practical and simple way. David Tan and Ada Leung show you how to apply time-tested software engineering skills and Lean delivery practices that will improve your effectiveness in ML projects.

Objev podobné jako Effective Machine Learning Teams - Ada Leung, David Tan, David Colls

Discover New Methods for Dealing with High-Dimensional DataA sparse statistical model has only a small number of nonzero parameters or weights; therefore, it is much easier to estimate and interpret than a dense model. Statistical Learning with Sparsity: The Lasso and Generalizations presents methods that exploit sparsity to help recover the underlying signal in a set of data.Top experts in this rapidly evolving field, the authors describe the lasso for linear regression and a simple coordinate descent algorithm for its computation. They discuss the application of â„“1 penalties to generalized linear models and support vector machines, cover generalized penalties such as the elastic net and group lasso, and review numerical methods for optimization. They also present statistical inference methods for fitted (lasso) models, including the bootstrap, Bayesian methods, and recently developed approaches. In addition, the book examines matrix decomposition, sparse multivariate analysis, graphical models, and compressed sensing. It concludes with a survey of theoretical results for the lasso.In this age of big data, the number of features measured on a person or object can be large and might be larger than the number of observations. This book shows how the sparsity assumption allows us to tackle these problems and extract useful and reproducible patterns from big datasets. Data analysts, computer scientists, and theorists will appreciate this thorough and up-to-date treatment of sparse statistical modeling.

Objev podobné jako Statistical Learning with Sparsity - Martin Wainwright, Trevor Hastie, Robert Tibshirani

A straight-talking but uplifting story about a boy with ADHD and the sparks that fly when he moves in with his perfectionist step-sister.Jamie Lee just wants to be normal, but his ADHD isn t making it easy. If only he could control his butterfly mind he d be able to keep out of trouble. Elin Watts just wants to be perfect. If she could be the best student and daughter possible, then maybe her dad would leave his new family and come back to live with Elin and her mom.When Jamie and Elin s families blend, the polar opposites of chaotic Jamie and ordered Elin collide. As their lives spiral out of control, Jamie and Elin discover that they re actually more alike than they d admit. Uplifting and moving, The Boy with the Butterfly Mind is an inspiring story of acceptance, blended families, and discovering that in the end, being yourself is more than enough.

Objev podobné jako The Boy with the Butterfly Mind - Victoria Williamson

The perfect gift for those who like a good read and a slice of good cake, Scone with the Wind features 75 delicious literary inspired recipes. Beautifully packaged with bespoke line illustrations throughout, it really is the most novel way to get to grips with the classics! Funny and useable present for bakers AND non-bakers! -- ***** Reader review Literally perfect! -- ***** Reader review Super super cute -- ***** Reader review The ideal gift for a book loving baker -- ***** Reader review*************************************************************************************************Bake your way through the classics from Jane Eclair to Tart of Darkness, Banana Karenina and On the Rocky Road, Flapjack and the Beanstalk, Nineteen-eighty Petit Fours and many more!Arranged by genre, enjoy biscuits and cakes, puddings and pies from romance and comedy through to horror and science fiction, and discover fun, edible versions of your favourite books.Includes witty introductions and amusing illustrations throughout, baking essentials and themed menus for book clubs, parties and afternoon teas.The ultimate treat for book (and cake) lovers!Recipes include:Breakfast at TiffinsKey Lime and Punishment,Captain Corelli s Madeleines,To Kill a Battenberg,Vanity Fairy Cakes,Middlemarshmallows,The War of the Viennese Whirls,Much Ado About Muffins,Scone with the Wind and more!

Objev podobné jako Scone with the Wind - Miss Victoria Sponge

⠜The Collins English Dictionary is a book to be treasured, no home should be without one⠝, The TimesThe largest single-volume English dictionary in print celebrates the extraordinary breadth and changing nature of world English, with more than 732,000 words, meanings and phrases.Updated with the very latest new words and senses, this is an unparalleled resource for word lovers, word gamers and word geeks everywhere. It draws on Collins⠙ extensive language databases and also covers many literary and rare words useful for crossword solvers and setters as well as Scrabble players.Ideal for use at work, at home and for study ⠓ new words, new meanings and new uses are tracked by Collins⠙ lexicographers who monitor language change around the world. This, along with suggestions from the public on the award-winning collinsdictionary.com, ensures Collins English Dictionary truly is the home of living language.More place names and biographical entries ⠓ with over 9,500 place names and 7,300 biographies you will find thousands of fascinating facts and figures at your fingertips.The latest edition is beautifully designed and printed, and now with a protective slipcase, and is surprisingly light and easy to hold. Designed for day-to-day use, with a clear layout and virtual thumb tabs, it is also available in flexible formats to suit every user ⠓ in print, as a Kindle dictionary and an iOS app.

Objev podobné jako English Dictionary Complete and Unabridged edition with slipcase - Collins Dictionaries

It is now well recognized that some individuals who develop COVID-19 will experience persisting symptoms such as sensory and movement challenges, fatigue, shortness of breath, dizziness, cognitive difficulties (difficulty concentrating, multitasking, and brain fog), and many other debilitating changes to the body and mind. Many individuals with persisting COVID-19 symptoms, also known as Long Covid, may additionally experience anxiety and depression while struggling to adjust to changes to their everyday life and the uncertainty around their symptoms. These adjustment difficulties, anxiety, and depression can lead to poor adherence to medical treatments, contribute to disability, and negatively impact overall quality of life. Drawing from existing evidence-based interventions, and their experience treating clients with COVID-19, the authors have developed a set of cognitive behavioral strategies to help clients with persisting symptoms of COVID-19. The therapist guide contains information on how to conceptualize psychiatric symptoms in the context of COVID-19 within a cognitive behavioral framework, tips on conducting an initial intake assessment, and a suite of cognitive behavioral strategies to help clients manage emotional difficulties, cognitive challenges, fatigue, and sleep disturbances, tailored for COVID-19. The book also includes optional modules on enhancing adherence to medical treatment, managing grief and loss, and working with families. An accompanying client workbook contains worksheets and client-friendly explanations of CBT concepts and techniques.

Objev podobné jako Coping After COVID-19: Cognitive Behavioral Skills for Anxiety, Depression, and Adjusting to Chronic Illness - Abhishek Jaywant, Victoria M. Wilkins

It is now well recognized that some individuals who develop COVID-19 will experience persisting symptoms such as sensory and movement challenges, fatigue, shortness of breath, dizziness, cognitive difficulties (difficulty concentrating, multitasking, and brain fog), and many other debilitating changes to the body and mind. Many individuals with persisting COVID-19 symptoms, also known as Long Covid, may additionally experience anxiety and depression while struggling to adjust to changes to their everyday life and the uncertainty around their symptoms. These adjustment difficulties, anxiety, and depression can lead to poor adherence to medical treatments, contribute to disability, and negatively impact overall quality of life. Drawing from existing evidence-based interventions, and their experience treating clients with COVID-19, the authors have developed a set of cognitive behavioral strategies to help clients with persisting symptoms of COVID-19 manage co-occurring anxiety, depression, and adjustment difficulties. Self-assessments, homework exercises, and interactive forms help clients to become an active participant in their own treatment, whilst also monitoring progress and keeping a record of symptoms. This workbook will be an indispensable resource for individuals who wish to effectively manage their symptoms and improve their quality of life.

Objev podobné jako Coping After COVID-19: Cognitive Behavioral Skills for Anxiety, Depression, and Adjusting to Chronic Illness - Abhishek Jaywant, Victoria M. Wilkins

Target success in Level 1 English with this brand-new functional skills revision and exam practice guide.Suitable for all functional skills courses, this guide explains the key content you need to understand the topics on your course, so you can revise effectively and practise for your exams with the types of questions you will be asked.Now I get it! Grasp even the most difficult topics with clear and simple explanations and questions to test your understandingHow do I answer this? Learn how to unpick the types of exam questions you will face with clear guidance on how to structure your answersSo what do I need to do to pass? Improve your exam skills with hundreds of practice questions for you to try, as well as worked examples and model answers to check you are on the path to successWith a revision planner, exam countdown timetable to help you pace your revision and glossary of all key terms, My Functional Skills has all you need to approach your exams with real confidence.

Objev podobné jako My Functional Skills: Revision and Exam Practice for English Level 1 - Victoria Eckert

Target success in Level 2 English with this brand-new functional skills revision and exam practice guide.Suitable for all functional skills courses, this guide explains the key content you need to understand the topics on your course, so you can revise effectively and practise for your exams with the types of questions you will be asked.Now I get it! Grasp even the most difficult topics with clear and simple explanations and questions to test your understandingHow do I answer this? Learn how to unpick the types of exam questions you will face with clear guidance on how to structure your answersSo what do I need to do to pass? Improve your exam skills with hundreds of practice questions for you to try, as well as worked examples and model answers to check you are on the path to successWith a revision planner, exam countdown timetable to help you pace your revision and glossary of all key terms, My Functional Skills has all you need to approach your exams with real confidence.

Objev podobné jako My Functional Skills: Revision and Exam Practice for English Level 2 - Victoria Eckert

***KITTY S BACK! I BET YOU D LOOK GOOD IN A COFFIN IS OUT NOW***Meet Kitty Collins.FRIEND. LOVER. KILLER.⠘A cathartic novel, I hasten to point out, not a how-to guide⠙ Lucy Mangan, Good HousekeepingHe was following me. That guy from the nightclub who wouldn⠙t leave me alone.I hadn⠙t intended to kill him of course. But I wasn⠙t displeased when I did and, despite the mess I made, I appeared to get away with it.That⠙s where my addiction started⠦I⠙ve got a taste for revenge and quite frankly, I⠙m killing it.A deliciously dark, hilariously twisted story about friendship, love, and murder. Fans of Sweetpea, My Sister the Serial Killer, How to Kill Your Family and Killing Eve will love this wickedly clever novel!Don t miss Katy Brent s new wickedly witty novel, The Murder After the Night Before, available now!Readers LOVE How to Kill Men and Get Away With It!⠘I literally couldn⠙t put this book down, I was just so engrossed in Kitty and what the heck she was going to do next!!⠙ Reader review, ⭐⭐⭐⭐⭐⠘This book has got to be my favourite so far this year.⠙ Reader review, ⭐⭐⭐⭐⭐⠘There are just so many good things I could say about this book. I absolutely tore (pun intended) through this read. Everyone needs to go read it.⠙ Reader review, ⭐⭐⭐⭐⭐⠘Being a man I really shouldn t like this book. Well I didn t like it. I loved it! Oh I just couldn t stop reading this.⠙ Reader review, ⭐⭐⭐⭐⭐⠘How to Kill Men was an absolute treat to read, sending out American Psycho and Promising Young Women vibes.⠙ Reader review, ⭐⭐⭐⭐⭐⠘AMAZING!!! Where has Kitty been all my life?⠙ Reader review, ⭐⭐⭐⭐⭐⠘This is one of the most clever books I have read in quite a while.⠙ Reader review, ⭐⭐⭐⭐⭐⠘A well-rounded cast of characters, quick pace, and thrilling twists make this one of my favourites of the year!⠙ Reader review, ⭐⭐⭐⭐⭐

Objev podobné jako How to Kill Men and Get Away With It - Katy Brent

FROM THE SUNDAY TIMES BESTSELLING AUTHOR AND HUGO AWARD WINNER FOR BEST SERIES. Winner of The Kitschie Red Tentacle for Best Novel.The stunning finale to the award-winning Wayfarers series by Becky Chambers, author of the beloved The Long Way to a Small, Angry Planet.When a freak technological failure halts traffic to and from the planet Gora, three strangers are thrown together unexpectedly, with seemingly nothing to do but wait.Pei is a cargo runner at a personal crossroads, torn between her duty to her people, and her duty to herself. Roveg is an exiled artist, with a deeply urgent, and longed for, family appointment to keep.Speaker has never been far from her twin but now must endure the unendurable: separation.Under the care of Ouloo, an enterprising alien, and Tupo, her occasionally helpful child, the trio are compelled to confront where they ve been, where they might go, and what they might be to one another.Together they will discover that even in the vastness of space, they re not alone.PRAISE FOR THE WAYFARERS Becky Chambers is a wonder, and I feel better for having her books in my life JOHN CONNOLLY In a word, brilliant ANDREW CALDECOTT A quietly profound, humane tour de force GUARDIAN Chambers is simply an exceptional talent TOR.COM Becky Chambers takes space opera in a whole new and unexpected direction BEN AARONOVITCH

Objev podobné jako The Galaxy, and the Ground Within - Becky Chambersová

The BRAND NEW laugh-out-loud new Daisy adventure, from bestselling author of the Oi Frog series, Kes Gray.Here comes trouble!Daisy and her class have SPACE FEVER after a talk about stars, moons and faraway planets. THEN their teacher announces they re going to spend a WHOLE WEEK learning all about space. How COSMIC is that?!Trouble is, SPACE FEVER follows Daisy back home too. And turning your bedroom ceiling into the universe isn t that easy. Even with lots of glow-in-the-dark stars, superglue, and your best friend to help . . .If you love this DAISY adventure, look out for more including DAISY AND THE TROUBLE WITH UNICORNS, DAISY AND THE TROUBLE WITH CHOCOLATE and DAISY AND THE TROUBLE WITH SCHOOL TRIPS!

Objev podobné jako Daisy and the Trouble With Space - Kes Gray

The BRAND NEW, laugh-out-loud Daisy adventure, from bestselling author of the Oi Frog series, Kes Gray. Here comes trouble!Daisy is NOT excited about today s plan. Her mum and nan are taking her clothes shopping because of all the incredible sales. What could be more BORING than that?!And everyone knows Daisy doesn t handle boring very well. It always leads to TROUBLE... This very funny fiction series is perfect for boosting reading confidence. And if you love this one, you ll also love DAISY AND THE TROUBLE WITH UNICORNS, DAISY AND THE TROUBLE WITH SPACE and DAISY AND THE TROUBLE WITH LONDON!

Objev podobné jako Daisy and the Trouble with Shopping - Kes Gray

The world⠙s leading French to English and English to French bilingual dictionary.A joint collaboration between Collins and Le Robert, revised and updated to cover all the latest vocabulary in both languages ⠓ perfect for professionals and advanced learners of French.With more than 310,000 words, meanings and phrases and 500,000 translations.This edition has been revised to include all the latest vocabulary in English and French from a wide range of fields, including new additions from the fields of the Internet, the environment and economics (e.g. instagrammable, rewilding, fintech, dialogueur, écovolontariat, cryptoactif)Culture boxes explain the origins of phrases from literature, film and popular culture to aid translation and improve your understanding of French language and cultureLong and complex entries benefit from a clear structure and layout, with key phrases, idioms and set grammatical structures highlightedAcclaimed ⠜Language in Use⠝ supplement contains hundreds of examples of usage in real-life contexts such as essay writing, email and telephone conversations to help you use French fluently and naturally

Objev podobné jako Collins Robert French Dictionary Complete and Unabridged edition with slipcase - Collins Dictionaries

Daisy s back, and getting into more trouble than ever - this time as a detective! Cheeky, extremely readable and funny young fiction from the bestselling author behind the hilarious OI FROG series.When three actual burglaries happen in Daisy s town, Daisy is beside herself with excitement. Two houses and the fish and chip shop have been broken into (and lots of cods and haddocks have been stolen). Anyone could be next!Daisy wants to help. Together with Gabby and Dylan, she forms her own detective agency. Armed with a notebook, a magnifying glass, a camera and a box of icing sugar, she sets out on the burglars trail.Trouble is, detective work is hard when you re not allowed to go further than the end of the road . . .

Objev podobné jako Daisy and the Trouble with Burglars - Kes Gray

Decipher the complex world of TRM! With this all-in-one guide to SAP S/4HANA Finance for treasury and risk management, youÂ’ll get the detailed, expert help you need to run your operations smoothly. Set up your core configuration elements for debts and investments, foreign exchange, derivatives, and securities. Then expand your scope with exposure management, cash flow hedging, and balance sheet hedging. With information on correspondence forms, analyzers, reports, and integration, this book is your one-stop shop for TRM!Highlights Include: 1) Master data2) Debts and investments3) Foreign exchange4) Derivatives 5) Securities6) Contracts7) Exposure management8) Cash flow hedging 9) Balance sheet hedging10) Correspondence11) Reporting12) Integration

Objev podobné jako Treasury and Risk Management with SAP S/4HANA - Luke Carlson

An ACT-based guide for practitioners working with adults with intellectual disabilities, with the aim of fostering self-advocacy and individual empowerment and centring their needs. With case studies and ideas for exercises, this is a clear roadmap for accessible ACT interventions.

Objev podobné jako Using Acceptance and Commitment Therapy with Adults with Intellectual Disabilities - Dr Jonathan Williams, Dr Sarah Tomlinson, Dr Natalie Boulton

Kniha - autor Brad Stone, 372 stran, anglicky, brožovaná bez přebalu matná The world today is vastly different than it was even ten years ago, and it is due to the upstarts. In THE UPSTARTS, Brad Stone provides the rollicking narrative that shows the how our latest-and perhaps greates-technological wave was born.

Objev podobné jako The Upstarts: How Uber, Airbnb, and the Killer Companies of the New Silicon Valley Are Changin (0316554561)

The ELI New Readers present themselves as narrative texts of great literary prominence with a strong identity, whether they are classics, adapted or whole, or originals. The different sections which complement the text (notes about the author, analyses, activities…) aim to enrich reading and facilitate understanding and language learning, without diminishing the pleasure of reading. The readers are divided into three series Young Eli Readers, Teen Eli Readers and Young Adult ELI Readers, according to the age of the readers and their language level, are in line with the indications set out in the Common European Framework of Reference for Language and comprise useful language certification exercises.

Objev podobné jako Young ELIi Readers 2/A1: PB3 and the Jacket with Audio CD - Jane Cadwallader

Daisy s getting into so much trouble over the Easter holidays! Cheeky, extremely readable and funny young fiction from the bestselling author behind the hilarious OI FROG series. Another BRILLIANT laugh-out-loud Daisy adventure, from bestselling author of the Oi Frog series, Kes Gray.Here comes trouble! Daisy is usually happy with her strawberry Dip Dab lollies or Crunchy Cream biscuits, but when Easter comes round, it s all about chocolate. And the trouble with chocolate is, it s TOO DELICIOUS. So when Daisy s mum tells her they re going to Chocolate Land as a special treat, she is REALLY excited! PLUS she has been chosen to look after the class hamsters, Pickle and Pops! This could be the best Easter ever. But the trouble with hamsters and chocolate is, the two shouldn t mix...

Objev podobné jako Daisy and the Trouble with Chocolate - Kes Gray

It s Daisy s birthday and she s having a special birthday treat! Mum has invited her best friends, Gabby and Dylan, on a trip to the zoo - and, best of all, Mum has arranged for Daisy to go into the actual penguin cage with the actual zoo keeper and FEED actual penguins! REAL ACTUAL PENGUINS! With actual beaks and everything!! Trouble is, Daisy doesn t just feed the penguins, she adopts one to take home and everything . . .

Objev podobné jako Daisy and the Trouble with Zoos - Kes Gray