a guide to applied machine learning for biologists

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

Objev podobné jako A Guide to Applied Machine Learning for Biologists

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

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

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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

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 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

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

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

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

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

Machine Learning for Kids introduces young readers to the concept of Artificial Intelligence (AI) and the related applications of Machine Learning. Readers learn how to create intelligent games like a rock-paper-scissors game that can learn hand motions and use them to compete against another player; a post sorting game that will recognise the postal code on an envelope and use it to send a letter to the right place. Each project demonstrates a different way that AI is used in the real-world, and readers will be introduced to the biggest issues and challenges that the adoption of AI brings to society.

Objev podobné jako Machine Learning for Kids - Dale Lane

This textbook introduces readers to the theoretical aspects of machine learning (ML) algorithms, starting from simple neuron basics, through complex neural networks, including generative adversarial neural networks and graph convolution networks. Most importantly, this book helps readers to understand the concepts of ML algorithms and enables them to develop the skills necessary to choose an apt ML algorithm for a problem they wish to solve. In addition, this book includes numerous case studies, ranging from simple time-series forecasting to object recognition and recommender systems using massive databases. Lastly, this book also provides practical implementation examples and assignments for the readers to practice and improve their programming capabilities for the ML applications.

Objev podobné jako Machine Learning for Computer Scientists and Data Analysts - Houman Homayoun, Zhiqian Chen, Setareh Rafatirad, Sai Manoj Pudukotai Dinakarrao

With details on everything from Big Ben to Brick Lane, this is the only guide a native or traveler needs. Whether you’ve called London your home for decades or just arrived last night, there’s information in the Not For TouristsGuide to London that you need to know. This map-based, neighborhood-by-neighborhood guide will help you master this amazing city like an expert. Packed with more than 150 maps and thousands of listings for restaurants, shops, theaters, and under-the-radar spots, you won’t find a better guide to London. Want to score tickets to a big Arsenal or Chelsea football match? NFT has you covered. How about royal sightseeing at Buckingham Palace? We’ve got that, too. The best Indian restaurant, theater experience, bookstore, or cultural site—whatever you need—NFT puts it at your fingertips. This light and portable guide also features: An invaluable street index Profiles of more than one hundred neighborhoods Listings for museums, landmarks, the best shopping, and more You don’t need to be Sherlock Holmes to solve the mysteries of London; NFT has all the answers!

Objev podobné jako Not For Tourists Guide to London 2025 - Not For Tourists

Explore the creative possibilities of this incredibly versatile range of glazes with this comprehensive guide for ceramic artists of all levels.Unlock the world of low-fire glazes with The Complete Guide to Low-Fire Glazes for Potters and Sculptors. Potter, podcaster, and author of Mastering the Potter’s Wheel, Ben Carter, challenges the belief that serious artists work exclusively with high-temperature materials, sharing years of research on crafting exquisite low-fire pots and glazes. Delve into the benefits of firing at lower temperatures, explore the visual nuances of low-fire glazes, and witness renowned artists thriving in this temperature range.Illustrated with stunning photography of work by Carter and other artists, this visually captivating resource covers:Insights into the benefits and visual attributes of low-fire glazesGuidance on setting up a glaze labAn explanation of how glaze is formulatedTroubleshooting tips for common glaze faultsDesigning and making test tilesTechniques for layering, using glaze as form, integrating decals, atmospheric firing, and moreTried-and-true glaze recipes—from gloss to satin, matte, and tin—for varied finishes and color creationWhether you are new to the world of ceramic glazes or looking to expand your knowledge of low-fire glazes, The Complete Guide to Low-Fire Glazes is your path through a world of artistic possibilities.The Mastering Ceramics ... Unknown localization key: "more"

Objev podobné jako The Complete Guide to Low-Fire Glazes for Potters and Sculptors - Ben Carter

If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.

Objev podobné jako AI and Machine Learning For Coders - Laurence Moroney

This is an essential guide for all teaching professionals to help them make an informed decision about what wellbeing programmes and initiatives they should select in their schools and why. It provides teachers and school leaders with all necessary knowledge to help identify what they should be looking for in wellbeing programmes, how they should be evaluating its effectiveness and who should be delivering it for them. It presents a suite of components and evidence-based interventions that teachers can pick-and-choose for their school community.For the first time, practitioners are not being sold a specific programme but instead presented with what is known about wellbeing in order to empower them to make their own decisions that best suit their community. It goes behind the scenes and reveals the secrets used by researchers and experts, including practical advice, recommendations and the author''s own ground-breaking research study involving 3,000 students. Its unique pick-and-mix process demystifies programme creation, simplifies it and makes its building blocks available to the masses.This accessible, evidence-based guide suggests a whole-school approach with specific interventions that can be used to successfully improve the wellbeing of teachers and students, making it an invaluable resource and must-read for all teaching professionals.

Objev podobné jako The Ultimate Guide to Implementing Wellbeing Programmes for School - Jolanta Burke

You love chickens and chicks? Who doesn't!? This guide will help you learn how to build a wonderful relationship with the birds in your life, keep your new chicks healthy and happy, and avoid common mistakes of first-time chicken owners. These are the best homesteading tips to raise happy, healthy chickens! Whether you have chickens already or are just thinking of starting your own flock, this book is packed full of valuable information that will help you raise and maintain a happy, healthy flock. Not only will you learn the basics like how to pick the right breeds, how to house, feed, and care for your birds, but you will also find craft, gardening, and DIY projects that will make taking care of your flock fun and entertaining! The Best Beginner's Guide to Chickens and Chicks for Kids covers a lot of important topics, including: Top breed picks for kids What should be in a coop and how to clean the coop Pros and cons of free range versus chicken coops When to expect your first egg How to train your chickens to be more friendly (and even do tricks!) Easy egg recipes and creative chicken crafts!

Objev podobné jako The Best Beginner's Guide to Chickens and Chicks for Kids - Mindie Dittemore

Vital tools for implementing Lean Six Sigma--what they are, how they work, and which to useThe Lean Six Sigma Pocket Toolbook is today''s most complete and results-based reference to the tools and concepts needed to understand, implement, and leverage Lean Six Sigma. The only guide that groups tools by purpose and use, this hands-on reference provides:Analyses of nearly 100 tools and methodologies--from DMAIC and Pull Systems to Control Charts and Pareto Charts Detailed explanations of each tool to help you know how, when, and why to use it for maximum efficacy Sections for each tool explaining how to create it, how to interpret what you find, and expert tips Lean Six Sigma is today''s leading technique to maximize production efficiency and maintain control over each step in the managerial process. With The Lean Six Sigma Pocket Toolbook, you''ll discover how to propel your organization to new levels of competitive success--one tool at a time.

Objev podobné jako The Lean Six Sigma Pocket Toolbook: A Quick Reference Guide to Nearly 100 Tools for Improving Quality and Speed - Mark Price, David Rowlands, Michael

Build a self-sufficient life with these 40+ photo-illustrated projects for growing and preserving your own food, keeping animals, harnessing alternative energy, and more.Learning to do more things yourself is healthy, rewarding, and fulfilling, and benefits the environment. Whether you live in the suburbs or have 80 acres in the mountains, this new and affordable edition adapted from the best-selling Step-by-Step Projects for Self-Sufficiency guides your way with clear plan drawings, precise instructions, and detailed photos.Beginner’s Guide to Self-Sufficiency Projects for the Home is organized into the categories Chickens & Other Creatures, Nourishing Your Garden, Garden Projects, Food Preparation & Preservation, Homestead Amenities, and Outbuildings & Fences, with projects that include: A portable chicken arkTwo types of beehivesSolar cookersFirewood storageA potato-growing boxHoophouses and greenhousesRaised planting bedsRain barrelsA cider pressCompost binsDrying racksAnd moreWith these easy-to-follow projects, make progress, step by step, toward your goal of more independent living.

Objev podobné jako Beginner's Guide to Self Sufficiency Projects for the Home - Editors of Cool Springs Press

This practical, real--world guide gives investors all the tools they need to make wise decisions when weighing the value and potential of investment properties. Written for old pros as well as novice investors, this friendly, straightforward guide walks readers step by step through every stage of property analysis.

Objev podobné jako The Complete Guide to Real Estate Finance for Investment Properties - Steve Berges

Today, a bread machine can make baking easier than ever before. Discover the different features of your machine and find out about ingredients. Learn how to adapt much-loved recipes for a bread machine, and how to incorporate traditional bread-making techniques to make more unusual breads. With 370 photographs, including step-by-step techniques, this is the essential guide to bread-machine baking.,

Objev podobné jako Getting the Best from Your Bread Machine - Jennie Shapter

The Routledge Guide to Teaching Foreign Languages for Translation and Interpreting supports lecturers, course designers, and students. It links language teaching with translation studies, offering practical tools and methods tailored to the specific needs of translation and interpreting training.

Objev podobné jako The Routledge Guide to Teaching Foreign Languages for Translation and Interpreting - Enrique Cerezo Herrero

Fully updated to reflect DSM-5 and current assessment tools, procedures and research, this award-winning book provides a practical and scientifically-based approach to identifying, assessing, and treating children and adolescents with an Autism Spectrum Disorder (ASD) in school settings. Integrating current research evidence with theory and best-practice, the book will support school-based professionals in a number of key areas including:· screening and assessing children and youth with high-functioning autism spectrum conditions· identifying evidence-based interventions and practices· developing and implementing comprehensive educational programs· providing family support and accessing community resources· promoting special needs advocacy.Illustrative case examples, a glossary of terms and helpful checklists and forms make this the definitive resource for identifying and implementing interventions for pupils with ASD.

Objev podobné jako A Best Practice Guide to Assessment and Intervention for Autism Spectrum Disorder in Schools, Second Edition - Lee A. Wilkinson

The expert’s guide to making LISC work for you! Learning intentions and success criteria can have an enormous positive impact on student learning—you know that, in theory. This practical how-to guide helps turn that theory into practice. In over twenty years of research, Shirley Clarke has found that the key to understanding, creating, and implementing learning intentions and success criteria is to focus on the process of learning rather than the product, or end result. Here she shows you: • How to phrase learning intentions, organize and plan for them, and share them with students • How to create success criteria to fit each learning intention • How to adapt these practices to different disciplines—with examples • Implementation strategies based on real-life teacher success stories Let the expert do the research for you. With Shirley’s guidance, you’ll discover a simple process that leads to teacher clarity—and student success.

Objev podobné jako Unlocking: Learning Intentions - Shirley Clarke

A practical guide to effective grant writing for researchers at all stages of their academic careersGrant funding can be a major determinant of promotion and tenure at colleges and universities, yet many scholars receive no training in the crucial skill of grant writing. The Grant Writing Guide is an essential handbook for writing research grants, providing actionable strategies for professionals in every phase of their careers, from PhD students to seasoned researchers. This easy-to-use guide features writing samples, examples of how researchers use skills, helpful tips, and exercises. Drawing on interviews with scores of grant writers, program officers, researchers, administrators, and writers, it lays out best practices, common questions, and pitfalls to avoid. Betty Lai focuses on skills that are universal to all grant writers, not just specific skills for one type of grant or funder. She explains how to craft phenomenal pitches and align them with your values, structure timelines and drafts, communicate clearly in prose and images, solicit feedback to strengthen your proposals, and much more. Ideal for course use, The Grant Writing Guide is an indispensable road map to writing fundable grants. This incisive book walks you through every step along the way, from generating ideas to ... Unknown localization key: "more"

Objev podobné jako The Grant Writing Guide - Betty Lai

Prayer is far more powerful than most of us realize or experience.Join pastor and author Tyler Staton in this five-session video Bible study (video streaming included) as he delves deeply into what prayer is and how to experience prayer as Jesus promised it.Prayer is an incredible gift, and it has incredible power. But for most of us, there''s an equally incredible gap between our own experiences of prayer and Jesus'' promises about it. Why is that? What are our roadblocks in praying as Jesus did? How can we discover the power of prayer in our own lives?In this Bible study, you''ll embark on a journey that will lead you from receiving Christ''s intercession to interceding with Christ. Staton will unpack the Lord''s Prayer into four core practices: adoration, confession, petition, and intercession. But it all starts with the profound realization that Jesus is interceding for us, by name, right now.This study guide includes:Individual access to five streaming video sessionsA guide to best practices a for leading a groupPersonal study for deeper reflection between sessionsVideo notes and a comprehensive structure for group discussion timeSessions and video run times:The Intercession of Christ (18:00)Our Father In Heaven (Adoration) (19:30)Search Me and Know Me ... Unknown localization key: "more"

Objev podobné jako Praying Like Monks, Living Like Fools Bible Study Guide plus Streaming Video - Tyler Staton

A guide to tracking and learning the behaviors of mammals, reptiles, and amphibians in Southern Africa.Understanding the subtle signs that animals leave behind as they pass unseen in the African bush is one of the most rewarding ways of finding them and learning about their behavior. This handy guide features some 105 of southern AfricaÂ’s commonly seen mammals, reptiles, amphibians and birds, and their tracks. Written by a world authority on the science of tracking, the text provides relevant information on each animal concerned, as well as its spoor, behavior, habits and habitat. A detailed introduction explores the art and science of tracking and offers basic guidelines for learning how to become a tracker.Includes:- 125 clear diagnostic spoor drawings- Some 175 full-color photographs of animals and signs- Up-to-date distribution maps- Special features on insects and scat

Objev podobné jako Pocket Guide Tracks and Tracking in Southern Africa - Louis Liebenberg

''Go on, have a flutter! Take a few tips from the new book by biologist Dave Goulson and it''s a safe bet that beautiful butterflies will start gathering in your garden'' Daily MailFrom the Sunday Times bestselling author of A Sting In The Tale comes this practical guide to creating a paradise for pollinators.There are twenty six different species of bumblebees to be found in the UK, of around 250 species worldwide. Bumblebees are among the most important of our insects; these superb pollinators ensure that wildflowers set seed and reappear each year, and that our vegetable and fruit crops give us bountiful harvests. With the decline in the populations of our wild bees, these beloved creatures need looking after more than ever.Gardening for Bumblebees shows you how you can provide a refuge for bumblebees to feed, breed and thrive. No matter how large or small your space is, Dave Goulson shows you how you can make a pollinator-friendly haven. In this book you will learn the best trees, shrubs and flowers for pollinators, how to create the perfect nest and breeding site, and the best ways to control pests. Gardening For Bumblebees will encourage and inspire gardeners and allotmenters ... Unknown localization key: "more"

Objev podobné jako Gardening for Bumblebees - Dave Goulson

GARDEN MEDIA GUILD PRACTICAL BOOK OF THE YEARFruit and vegetables have formed a fundamental part of the Scottish diet for thousands of years. This fascinating and practical book explores the history of fruit, vegetable and herb growing in Scotland, and provides a contemporary guide to the best techniques for growing produce, whether in a garden, allotment, patio or window box. Packed with hundreds of colour photographs, drawings and descriptive diagrams, this is a detailed and comprehensive bible for the gardener. In addition to advice on climate and soil conditions, it has contacts for organisations, specialist societies, nurseries and suppliers, as well as a detailed bibliography and list of useful websites.This is an essential reference book for anyone aiming to get the best possible results from their garden produce north of the border.

Objev podobné jako Fruit and Vegetables for Scotland - Kenneth Cox, Caroline Beaton

The authoritative guide to pregnancy and babies for new and expectant dads, now in a revised and combined editionFatherhood is just round the corner - but are you ready?Most pregnancy books are for the mother but this one is just for you, the new father (although all mums-to-be are welcome too, of course). It''ll guide you through nine months of joy, excitement - and yes, even a little fear - and then beyond into the baby and toddler years.Taking the whole thing a month at a time and drawing on the experiences of scores of first-time dads, this is a frank, funny and factual journey charting what men need to know, need to do and need to avoid throughout pregnancy and beyond. From how your baby grows month by month to how to support your partner every step of the way, this is your ultimate survival guide.* Previously published separately as Pregnancy for Men and Babies & Toddlers for Men

Objev podobné jako Pregnancy, Babies & Toddlers for Men - Mark Woods

The professional programmer''s Deitel® guide to C++20 Written for programmers with a background in another high-level language, in this book, you''ll learn Modern C++ development hands on using C++20 and its "Big Four" features--Ranges, Concepts, Modules and Coroutines. (For more details, see the Preface, and the table of contents diagram inside the front cover.) In the context of 200+, hands-on, real-world code examples, you''ll quickly master Modern C++ coding idioms using popular compilers--Visual C++®, GNU® g++, Apple® Xcode® and LLVM®/Clang. After the C++ fundamentals quick start, you''ll move on to C++ standard library containers array and vector; functional-style programming with C++20 Ranges and Views; strings, files and regular expressions; object-oriented programming with classes, inheritance, runtime polymorphism and static polymorphism; operator overloading, copy/move semantics, RAII and smart pointers; exceptions and a look forward to C++23 Contracts; standard library containers, iterators and algorithms; templates, C++20 Concepts and metaprogramming; C++20 Modules and large-scale development; and concurrency, parallelism, the C++17 and C++20 parallel standard library algorithms and C++20 Coroutines. Features Rich coverage of C++20''s "Big Four": Ranges, Concepts, Modules and Coroutines Objects-Natural Approach: Use standard libraries and open-source libraries to build significant applications with minimal code Hundreds of real-world, live-code examples Modern C++: C++20, ... Unknown localization key: "more"

Objev podobné jako C++20 for Programmers - Harvey Deitel, Paul Deitel

Your enchanted guide to 50+ magical activities for everything from finding hidden flower fairies in your own backyard and making a special wizard staff to creating a tiny woodland village and making your own forest potions.Come discover the wild magic tucked into the nooks and crannies of forests, thickets, and meadows. Search for fairy dusted glow-in-the-dark mushrooms. Find secret worlds hidden in trees and uncover the tunnels, trails, and dens of gnomes and trolls, and mice and moles. Learn to listen to the forest, make sun-warmed pine tea, and wear an evergreen crown to an elf picnic.Look inside to learn how to:Keep a secret notebook filled with maps, notes, and pockets for all your discoveriesGo on a quest for wild treasuresFollow a queen bumblebee to her castleMake your own forest teas and potionsBecome best friends with a treeCreate tiny gnomes and build cozy gnome homesSeek where mushrooms grow after a fairy danceCarve a walking stick wizard staffBuild your own hidden forest fort

Objev podobné jako Forest Magic for Kids - Susie Spikol, Renia Metallinou

Through the Taoist tantric arts, women can experience the full flowering of their sexual energy. Rooted in Chinese energy medicine, Universal Healing Tao practices, and ancient Taoist traditions from the Yellow Emperor and his three female advisors, these practices honor and celebrate each stage of a woman’s life and allow women to awaken their genuine feminine sexuality—receptive, soft, sensitive, intuitive, and creative—rather than the masculine approach that focuses on strength, endurance, and control. In this comprehensive guide to Taoist tantric arts for women, author Minke de Vos reveals how to channel natural sexual energy to evolve the Divine within and heal deep-rooted negative emotions and traumas related to sexuality. She offers sexual energy practices to prevent chronic conditions like cancer, depression, and osteoporosis and heal issues related to PMS, menopause, and libido. She explains how to experience the three different kinds of female orgasm and provides detailed, illustrated instructions for exercises. She offers evocative meditations to connect with the Goddess within and embrace the innate sexiness at each stage of life. Minke de Vos’s detailed guide to cultivating female sexual energy allows you to ease the passage through the menstrual cycle, pregnancy, and menopause; harmonize your relationships; and merge your ... Unknown localization key: "more"

Objev podobné jako Tao Tantric Arts for Women - Minke De Vos

This accessible guide to child development is for students of degrees and foundation degrees in Early Years, Early Childhood Studies and related disciplines and for early years practitioners. *Introduces the context of child development *Develops an understanding of development and of how early years practitioners can support this *Explores the biological/social debate, and the importance of holistic development *Examines factors affecting development and includes a chapter on reflective practice *Considers the complexity of children′s development and argues that is is not always a straight forward progression This fifth edition: *is updated in line with the new EYFS and the updated Development Matters; *is updated to include child development learning from 0-8 *includes up-to-date guidance on assessment processes in the Early Years; *includes a new section with key knowledge on well known theories of child development.

Objev podobné jako Child Development for Early Years Students and Practitioners - Sally Neaum

Looking to bridge the gap between GCSE and A-Level Biology? Look no further than this brilliant Head Start book. It recaps important GCSE topics you’ll need to remember, with clear study notes, examples and practice questions to test your understanding. Then to help you master those big ideas early on, we''ve added in straightforward explanations of key topics you’ll meet at A-Level. It’s the perfect way to jumpstart your prep, whichever exam board you’re studying! Plus, it also comes with a free Online Edition to read on your pc or tablet.Whilst you''re getting ahead, why not hone your Maths skills too with our superb guide to Essential Maths Skills for A-Level Biology (9781847623232)!

Objev podobné jako Head Start to A-Level Biology (with Online Edition) - CGP Books

Water will bring a garden miraculously to life, drawing the eye more than any other feature. When still, its shimmering reflections create a peaceful mood, while moving water animates the garden scene and delights with its mesmerizing sounds. In this definitive guide, Alan shows you how to design and make a water feature to suit any size and style of garden, from a large wildlife pond, stream or rill to the tiniest pebble or wall fountain.* Easy-to-follow instructions and step-by-step diagrams * A–Z directory of Alan’s recommended pond and waterside plants * Guide to choosing and caring for fish* Key tips on encouraging wildlife to your pond* Season-by-season guide to pond maintenance

Objev podobné jako Alan Titchmarsh How to Garden: Water Gardening - Alan Titchmarsh

Pairing history’s 100 greatest rock stars with recipes for their iconic drink of choice, How to Drink Like a Rock Star is the perfect guide to summoning the muse for music fans, rock and roll bartenders, and cocktail enthusiasts.Have you longed for a taste of the rock and roll lifestyle without the trashed hotel rooms, constrictive leather pants, and weeks lost on a cramped tour bus? Whether you want to know what fueled Ozzy Osbourne’s bat-biting Prince of Darkness persona, quaff a Jack and Coke like Motörhead’s Lemmy, or learn Madonna’s recipe for a perfect dirty martini, How to Drink Like a Rock Star will delight fans of all genres of rock and roll and anyone searching for the perfect cocktail.From AC/DC to ZZ Top, this lavish illustrated follow-up to How to Drink Like a Writer offers 100 spirited drink recipes, fascinating rock star profiles, a special section dedicated to epic rock clubs to drink, dance, and perform in, and even unusual hangover cures and favorite food pairings, all accompanied by original illustrations of ingredients and finished cocktails, and a wealth of photographs. This remarkable book, the result of a deep dive into interviews, backstage tour riders, and much more, ... Unknown localization key: "more"

Objev podobné jako How to Drink Like a Rock Star - Apollo Publishers

Get ahead of the game in A-Level Chemistry with CGP''s unbeatable Head Start book! It goes over crucial topics you’ll need to remember from GCSE, with crystal-clear study notes, examples, and practice questions - plus it’s suitable for all exam boards. What’s more, we’ve included detailed introductions to important A-Level topics, so you can see what you''re in for! Plus, this book comes with a free Online Edition, so you can take it on road too.You''re on a roll - make sure your Maths skills are up to the challenge with CGP''s marvellous guide to Essential Maths Skills for A-Level Chemistry (9781782944720)!

Objev podobné jako Head Start to A-Level Chemistry (with Online Edition) - CGP Books

Set yourself up for A-Level Physics success with CGP''s splendid Head Start book - suitable for all exam boards! It''ll make sure you''re fully up-to-date with key GCSE topics you’ll need, with superb study notes, examples, and practice questions. Then it''s time to introduce big new A-Level ideas - all clearly explained from day one. Plus, we’ve included a free Online Edition, to read on your pc or tablet.For more brilliant A-Level prep, check out CGP''s brilliant guide to Essential Maths Skills for A-Level Physics (9781782944713)!

Objev podobné jako Head Start to A-Level Physics (with Online Edition) - CGP Books

How to Hold Animals is the irresistible guide to holding more than forty critters according to advice from wildlife specialists. Learn from the experts—a pet shop owner, a veterinarian, a wildlife photographer, and a reptile handler—how to pick up and hold dozens of species of animals, great and small, furry, scaly, and feathery, including snails, chipmunks, chickens, chinchillas, stag beetles, lizards, hamsters, owls, grasshoppers, mice, and more. Chock full of fascinating facts, interviews with experts, and full-color photos on every page, How to Hold Animals will delight and inform animal lovers of all stripes.

Objev podobné jako How to Hold Animals - Toshimitsu Matsuhashi

Many machine learning problems are too complex to be resolved by a single model or algorithm. Ensemble machine learning trains a group of diverse machine learning models to work together to solve a problem. By aggregating their output, these ensemble models can flexibly deliver rich and accurate results. Ensemble Methods for Machine Learning is a guide to ensemble methods with proven records in data science competitions and real world applications. Learning from hands-on case studies, you''ll develop an under-the-hood understanding of foundational ensemble learning algorithms to deliver accurate, performant models. About the Technology Ensemble machine learning lets you make robust predictions without needing the huge datasets and processing power demanded by deep learning. It sets multiple models to work on solving a problem, combining their results for better performance than a single model working alone. This "wisdom of crowds" approach distils information from several models into a set of highly accurate results.

Objev podobné jako Ensemble Methods for Machine Learning - Gautam Kunapuli

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

Resources designed to support learners of the new next generation BTEC First in Applied Science: Principles of Applied Science specification*. This Revision Guide has been specifically written for externally assessed Unit 1: Principles of science in Award 1 of the Level 2 BTEC Firsts in Applied Science. The guide is organised by the assessment structure of the qualification and gives students guidance on the external assessment. Key point summaries of what candidates should know are included to reinforce teaching. Information is presented in a straightforward, user-friendly way. Worked examples, exam questions, revision practice questions and ''test yourself'' diagnostic questions prepare students for the exams ahead. In addition, the Revision Guide provides students with all the answers to all the questions in the book. * From 2012, Pearson’s BTEC First qualifications have been under re-development, so schools and colleges could be teaching the existing 2010 specification or the new next generation 2012-2013 specification. There are different Student Books to support each specification. If learners are unsure, they should check with their teacher or tutor.

Objev podobné jako Pearson REVISE BTEC First in Applied Science: Principles of Applied Science Unit 1 Revision Guide - for 2026, 2027 exams - Jennifer Stafford-Brown

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

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

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 ... Unknown localization key: "more"

Objev podobné jako Grokking Machine Learning - Luis Serrano

Stable Diffusion, ChatGPT, Whisper - these are just a few examples of incredible applications powered by developments in machine learning. Despite the ubiquity of machine learning applications running in production, there are only a few viable language choices for data science and machine learning tasks. Elixir''s Nx project seeks to change that. With Nx, you can leverage the power of machine learning in your applications, using the battle-tested Erlang VM in a pragmatic language like Elixir. In this book, you''ll learn how to leverage Elixir and the Nx ecosystem to solve real-world problems in computer vision, natural language processing, and more.The Elixir Nx project aims to make machine learning possible without the need to leave Elixir for solutions in other languages. And even if concepts like linear models and logistic regression are new to you, you''ll be using them and much more to solve real-world problems in no time.Start with the basics of the Nx programming paradigm - how it differs from the Elixir programming style you''re used to and how it enables you to write machine learning algorithms. Use your understanding of this paradigm to implement foundational machine learning algorithms from scratch. Go deeper and discover the power of ... Unknown localization key: "more"

Objev podobné jako Machine Learning in Elixir - Sean Moriarity

Our revision resources are the smart choice for those revising the externally assessed units in Applied Psychology BTEC Nationals. This book will help you to: Revise all the essential content and key skills for each unit Organise your revision with the one-topic-per-page format Speed up your revision with helpful hints on how to tackle questions and tasks Track your revision progress with at-a-glance check boxes Check your understanding witht he annotated example responses Practice with revision questions, with answers Revision is more than just this Guide! Our student textbook supports your learning throughout your Applied Psychology BTEC National course. It covers all the mandatory and optional units for the Certificate and Extended Certificate and includes: Features to help you learn and apply the knowledge and skills you need to progress In-depth content to help you gain an understanding of the law and how it is applied in different contexts Support to develop your skills in self reflection, independent enquiry, critical thinking and problem solving Insight into the different job roles in this rewarding field Access to a digital ActiveBook versionm making it easy to personalise your learning.

Objev podobné jako Pearson REVISE BTEC National Applied Psychology Revision Guide inc online edition - for 2025 exams - Susan Harty, Heidi McEntee

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 ... Unknown localization key: "more"

Objev podobné jako Machine Learning Algorithms in Depth - Vadim Smolyakov

A practical and innovative textbook detailing how to build real-world software products with machine learning components, not just models.Traditional machine learning texts focus on how to train and evaluate the machine learning model, while MLOps books focus on how to streamline model development and deployment. But neither focus on how to build actual products that deliver value to users. This practical textbook, by contrast, details how to responsibly build products with machine learning components, covering the entire development lifecycle from requirements and design to quality assurance and operations. Machine Learning in Production brings an engineering mindset to the challenge of building systems that are usable, reliable, scalable, and safe within the context of real-world conditions of uncertainty, incomplete information, and resource constraints. Based on the author’s popular class at Carnegie Mellon, this pioneering book integrates foundational knowledge in software engineering and machine learning to provide the holistic view needed to create not only prototype models but production-ready systems. •   Integrates coverage of cutting-edge research, existing tools, and real-world applications•   Provides students and professionals with an engineering view for production-ready machine learning systems•   Proven in the classroom•   Offers supplemental resources including slides, videos, ... Unknown localization key: "more"

Objev podobné jako Machine Learning in Production - Christian Kastner

This book is a comprehensive guide suitable for beginners and experienced developers alike. It teaches readers how to master object-oriented programming (OOP) with Python and use it in real-world applications.Start by solidifying your OOP foundation with clear explanations of core concepts like use cases and class diagrams. This book goes beyond theory as you get practical examples with well-documented source code available in the book and on GitHub.This book doesn''t stop at the basics. Explore how OOP empowers fields like data persistence, graphical user interfaces (GUIs), machine learning, and data science, including social media analysis. Learn about machine learning algorithms for classification, regression, and unsupervised learning, putting you at the forefront of AI innovation.Each chapter is designed for hands-on learning. You''ll solidify your understanding with case studies, exercises, and projects that apply your newfound knowledge to real-world scenarios. The progressive structure ensures mastery, with each chapter building on the previous one, reinforced by exercises and projects.Numerous code examples and access to the source code enhance your learning experience. This book is your one-stop shop for mastering OOP with Python and venturing into the exciting world of machine learning and data science.

Objev podobné jako The Object-Oriented Approach to Problem Solving and Machine Learning with Python - Maha Hadid, Sujith Samuel Mathew, Shahbano Farooq, Mohammad Amin K

The book provides an accessible, comprehensive introduction for beginners to machine learning, equipping them with the fundamental skills and techniques essential for this field.It enables beginners to construct practical, real-world solutions powered by machine learning across diverse application domains. It demonstrates the fundamental techniques involved in data collection, integration, cleansing, transformation, development, and deployment of machine learning models. This book emphasizes the importance of integrating responsible and explainable AI into machine learning models, ensuring these principles are prioritized rather than treated as an afterthought. To support learning, this book also offers information on accessing additional machine learning resources such as datasets, libraries, pre-trained models, and tools for tracking machine learning models.This is a core resource for students and instructors of machine learning and data science looking for beginner-friendly material which offers real-world applications and takes ethical discussions into account.

Objev podobné jako Practical Machine Learning - Ally S. Nyamawe, Salim A. Diwani, Noe E. Nnko, Mohamedi M. Mjahidi, Kulwa Malyango, Godbless G. Minja