Introduction to machine learning
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Developing Information Systems
Systems development is the process of creating and maintaining information systems. This practical book provides a comprehensive introduction to the t
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Elements of Data Science, Machine Learning, and Artificial Intelligence Using R
The textbook provides students with tools they need to analyze complex data using methods from data science, machine learning and artificial intellige
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Applications of Mathematical Modeling, Machine Learning, and Intelligent Computing for Industrial Development Taylor & Francis Ltd
The text focuses on mathematical modeling and applications of advanced techniques of machine learning, and artificial intelligence, including artificial neural networks, evolutionary computing, data mining, and fuzzy systems to solve performance and design issues more precisely. Intelligent computing encompasses technologies, algorithms, and models in providing effective ...
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MATLAB Deep Learning
Starting with machine learning fundamentals, this book moves on to neural networks, deep learning, and convolutional neural networks, using MATLAB as
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Recent Advances in Material, Manufacturing, and Machine Learning Taylor & Francis Ltd
The International Conference on Recent Advances in Materials, Manufacturing and Machine Learning (RAMMML-2022)” is a federated organization dedicated to bringing together a significant number of diverse scholarly events for presentation within the conference program. It brings together both industrial and academic professionals including leading academic scientists, resea...
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Recent Advances in Material, Manufacturing, and Machine Learning Taylor & Francis Ltd
The International Conference on Recent Advances in Materials, Manufacturing and Machine Learning (RAMMML-2022)” is a federated organization dedicated to bringing together a significant number of diverse scholarly events for presentation within the conference program. It brings together both industrial and academic professionals including leading academic scientists, resea...
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Behavior Analysis and Learning
Using a behavioral perspective, Behavior Analysis and Learning provides an advanced introduction to the principles of behavior analysis and learned be
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Artificial Intelligence and Machine Learning in Health Care and Medical Sciences
Guidance is also given on how to avoid pitfalls that can be encountered on a day-to-day basis and stratify potential clinical risks. Artificial Intell
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Applications of Artificial Intelligence (AI) and Machine Learning (ML) in the Petroleum Industry
The book explores the variety of applications that can be integrated to support the existing petroleum and adjacent sectors to solve industry problems
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Generative Deep Learning
Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras
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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3e
This best-selling book uses concrete examples, minimal theory, and production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help yo
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Learning UML 2.0
Since its original introduction in 1997, the Unified Modeling Language has revolutionized software development. Whether you are looking to use UML as
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Learning Tensorflow.js
In this guide, author Gant Laborde--Google Developer Expert in machine learning and the web--provides a hands-on end-to-end approach to TensorFlow.js
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Learning MySQL and MariaDB
If you're a programmer new to databases-or just new to MySQL and its community-driven variant, MariaDB-you've found the perfect introduction. This han
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What Every Engineer Should Know About Data-Driven Analytics Taylor & Francis Ltd
What Every Engineer Should Know About Data-Driven Analytics provides a comprehensive introduction to the machine learning theoretical concepts and approaches that are used in predictive data analytics through practical applications and case studies. It offers a detailed and focused treatment of the important machine learning approaches and concepts that can be exploited t...
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What Every Engineer Should Know About Data-Driven Analytics Taylor & Francis Ltd
What Every Engineer Should Know About Data-Driven Analytics provides a comprehensive introduction to the machine learning theoretical concepts and approaches that are used in predictive data analytics through practical applications and case studies. It offers a detailed and focused treatment of the important machine learning approaches and concepts that can be exploited t...
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Browse's Introduction to the Symptoms a Signs of Surgical Disease
Essential reading for all medical students learning the fundamentals of history taking and patient examination, when undertaking a surgical rotation,
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Dyslexia: A Very Short Introduction
Dyslexia is gaining increasing recognition as a relatively common learning disorder. Margaret Snowling introduces the exciting research surrounding dyslexia, considering potential causes, the neuroscience behind it and attempts to understand how it works, and the various strategies and interventions which can help people with dyslexia today.
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Deep Learning in Visual Computing
This book provides an insight into deep machine learning and the challenges in visual computing to tackle the novel method of machine learning.
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Theoretical Foundations of Learning Environments
This book provides students, faculty, and instructional designers with a clear, concise introduction to the major pedagogical and psychological theori
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Learning to Teach Business in the Secondary School
This book offers a comprehensive introduction to teaching and learning business. Covering a range of topics and focusing on pedagogy and content, it d
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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3e, Concepts, Tools, and Techniques to Build Intelligent Systems O'Reilly Media
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....
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Learning Disability Today fourth edition
This fully revised and updated edition of Learning Disability Today provides an accessible and thought-provoking introduction to some of the key issue
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Motor Control, Learning and Development
The second edition of Motor Control, Learning and Development Instant Notes, under a new title, offers an accessible introduction to the core concepts
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Learning Skills for Nursing Students
A clear, practical and useable introduction to the key skills students need to become successful learners throughout their course and beyond.
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Learning to Teach Psychology in the Secondary School
This book is a comprehensive and accessible introduction to the teaching of psychology. It will help you to develop your subject knowledge and gain a
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Inference and Learning from Data
This extraordinary three-volume work provides an accessible, comprehensive introduction to mathematical and statistical techniques for data-driven lea
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Compressive Imaging: Structure, Sampling, Learning
This book provides a practical introduction to compressive imaging (with examples and code), an overview of core topics, and a comprehensive, rigorous
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Grammar Friends: 6: Student's Book with CD-ROM Pack
A new six-level grammar practice series for primary pupils aged 6 to 12 which provides an introduction to grammatical concepts and written practice of them.Clear, step-by-step grammar presentation and carefully graded practice for primary pupils ensure steady progress.Contexts and situations which are familiar to pupils from their everyday lives and from their coursebook,...
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Disrupt Yourself, With a New Introduction
Every career, and every life, includes necessary pivots brought on by unexpected disruptions to our best-laid plans. Using the learning curve model, w
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Teaching in the Lifelong Learning Sector
An essential book linked to the LLUK Standards for teachers, trainers a tutors: a practical introduction to teaching a learning.
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Introduction to Evidence-Based Teaching in the English Language Classroom
An Introduction to Evidence-Based Teaching in English Language Learning defines evidence-based teaching, examines research findings into evidence-base
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Using Learning Contracts in Higher Education
An introduction to learning contracts, a new concept in education which encourages learners to plan, monitor and review their progress. The contributo
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Deep Learning in Time Series Analysis
The concept of deep machine learning is easier to understand by paying attention to the cyclic stochastic time series and a time series whose content
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Action Research in Teaching and Learning
Practical and down-to-earth, this fully updated edition is the ideal introduction to action research. Written in an accessible style to build confiden
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Deep Learning for Natural Language Processing
A clear, accessible introduction to deep learning for natural language processing (NLP), this book is ideal for readers without a background in machin
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Inference and Learning from Data: Volume 3
Written in an engaging and rigorous style by a world authority in the field, this is an accessible and comprehensive introduction to learning methods.
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Inference and Learning from Data: Volume 2
Written in an engaging and rigorous style by a world authority in the field, this is an accessible and comprehensive introduction to techniques for in
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Inference and Learning from Data: Volume 1
Written in an engaging and rigorous style by a world authority in the field, this is an accessible and comprehensive introduction to core topics in in
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Introduction to Structural Equation Modeling Using IBM SPSS Statistics and Amos
This comprehensive Second Edition offers readers a complete guide to carrying out research projects involving structural equation modeling (SEM). Updated to include extensive analysis of AMOS' graphical interface, a new chapter on latent curve models and detailed explanations of the structural equation modeling process, this second edition is the ideal guide for those new...
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How Second Languages are Learned : An Introduction - Roger Hawkins
<p>A comprehensive introduction to how people learn second languages (L2s), this textbook approaches the topic through five problems the L2 learner has to solve: 'breaking into' the L2; associating forms with meanings; learning sentence structure; learning phrasal and sentential meaning; and learning the use of the L2 in context. These problems are linked throughout...
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Sun's Season of Channels, An Introduction to Chinese Philosophy, Chinese Medical Theory, and Channels Jessica Kingsley Publishers
Written in a narrative form, this book provides a new and creative approach to learning Chinese medicine theory and history. Told in the context of a child taking lessons from their grandparents over afternoon tea, this primer explains key concepts such as Yin/Yang, the five elements and the Chinese Biorhythm Clock....
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Tree-Based Methods for Statistical Learning in R
This book provides a thorough introduction to both individual decision tree algorithms (Part I) and ensembles thereof (Part II). Part I of the book br
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Typical and Atypical Child Development 4 Cognition, Intelligence and Learning
This concise guide offers an accessible introduction to cognitive development in childhood and adolescence. It integrates insights from typical and at
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Gestalt Therapy Practice, Theory and Experiential Learning Taylor & Francis Ltd
This essential new book gives the reader an introduction to the fundamental concepts of gestalt therapy in a stimulating and accessible style. It supports the study and practice of gestalt therapy for clinicians of all backgrounds, reflecting a practice-based pedagogy that emphasises experiential learning....
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Learning from the Covid-19 Pandemic Taylor & Francis Ltd
The current book focuses on the implications of COVID on education, environment, and lifestyle and discusses transformative strategies to counter this situation. It focuses on transformation of education systems including introduction of hybrid mode of education, impact on environment, management of solid wastes, and development of innovative gadgets to help the mankind a...
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Learning from the Covid-19 Pandemic Taylor & Francis Ltd
The current book focuses on the implications of COVID on education, environment, and lifestyle and discusses transformative strategies to counter this situation. It focuses on transformation of education systems including introduction of hybrid mode of education, impact on environment, management of solid wastes, and development of innovative gadgets to help the mankind a...
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Deep Learning and Scientific Computing with R torch Taylor & Francis Ltd
This book aims to be useful to (almost) everyone. Its purposes are threefold. To provide a thorough introduction to torch basics – by explaining underlying concepts and ideas, and showing enough examples for the reader to become fluent in torch. By focusing on conceptual explanation, show how to use torch in deep-learning applications, ranging from image recognition over ...
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Deep Learning and Scientific Computing with R torch Taylor & Francis Ltd
This book aims to be useful to (almost) everyone. Its purposes are threefold. To provide a thorough introduction to torch basics – by explaining underlying concepts and ideas, and showing enough examples for the reader to become fluent in torch. By focusing on conceptual explanation, show how to use torch in deep-learning applications, ranging from image recognition over ...
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Owl and Otter: Earn and Learn: Join the Animals Selling, Earning, and Learning Maths - Dorling Kindersley
Anotace: Join Owl and Otter as they have fun selling homemade treats, teaching children maths skills and money.Mini mathematicians aged 3-5 will love following this funny, sweet-filled adventure that gently introduces them to simple addition and money skills.Owl, Otter, and their friends are so excited to start selling their delicious cookies and bottles of lemonade. Eve...
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Owl and Otter: Earn and Learn: Join the Animals Selling, Earning, and Learning Maths - Dorling Kindersley
<p>Join Owl and Otter as they have fun selling homemade treats, teaching children maths skills and money.Mini mathematicians aged 3-5 will love following this funny, sweet-filled adventure that gently introduces them to simple addition and money skills.Owl, Otter, and their friends are so excited to start selling their delicious cookies and bottles of lemonade. Ever...
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How to Read a Poem
How to Read a Poem is an introduction to creative reading. It presents a new method for learning and teaching the skills of poetic interpretation, pro
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How to Think about Algorithms
The second edition of this student-friendly textbook now includes over 150 new exercises, key concept summaries and a chapter on machine learning algo
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Power of Reflection in Teacher Education and Professional Development, Strategies for In-Depth Teacher Learning Taylor & Francis Ltd
Based on years of extensive research on teacher development, this book offers a practical introduction to the concept of teacher reflection, demonstrating how student teachers can engage with reflective learning from their teaching and classroom experiences in a systematic and inspiring way....
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Experiences Matter: Little Leopard Learns to Swim
Picture book story which offers a gentle introduction to the experience of learning to swim for young children
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Practical Guide to Using Storyline Across the Curriculum
A Practical Guide to using Storyline Across the Curriculum provides a comprehensive introduction to the storyline approach to teaching and learning.
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Learn to Sew for Your Doll: A Beginner's Guide to Sewing for an 18" Doll
If you would like to teach a special child how to sew, this book presents a series of skills in a learning sequence that takes the new seamstress from the first use of a sewing machine through making an attractive wardrobe for a doll. The book gives the
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Practitioner’s Guide to Data Science Taylor & Francis Ltd
This book aims to increase the visibility of data science in real-world, which differs from what you learn from a typical textbook. Many aspects of day-to-day data science work are almost absent from conventional statistics, machine learning, and data science curriculum. This book is for readers who want to explore possible career paths and eventually become data scientis...
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Practitioner’s Guide to Data Science Taylor & Francis Ltd
This book aims to increase the visibility of data science in real-world, which differs from what you learn from a typical textbook. Many aspects of day-to-day data science work are almost absent from conventional statistics, machine learning, and data science curriculum. This book is for readers who want to explore possible career paths and eventually become data scientis...
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My Very First Puzzles Things That Go Dot-to-Dot
My Very First Puzzles series is a great introduction to the joy of colouring and dot-to-dot puzzles for young children. To add to the learning fun, th
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