Guide to teaching data science
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Practitioner's Guide to Data Quality Improvement
Business problems are directly related to missed data quality expectations. This book shares the fundamentals for understanding the impacts of poor da
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Guide to Intelligent Data Science
Major updates on techniques and subject coverage (including deep learning) are included. Topics and features: guides the reader through the process
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Practitioner’s Guide to Data Science
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 da
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Introduction to Environmental Data Science
This book provides a comprehensive guide to machine learning and statistics for students and researchers of environmental data science. A broad range
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Practical Guide to Teaching Science in the Secondary School
This text is designed to support student teachers as they develop their teaching skills and increase their knowledge and understanding for teaching sc
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Game Data Science
Games Data Science delivers an excellent introduction to this new domain and provides the definitive guide to methods and practices of computer scienc
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Game Data Science
Games Data Science delivers an excellent introduction to this new domain and provides the definitive guide to methods and practices of computer scienc
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Winning with Data Science
This book is a compelling and comprehensive guide to data science, emphasizing its real-world business applications and focusing on how to collaborate
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Data Science on AWS
This guide shows you how to build and run pipelines in the cloud, then integrate the results into applications in minutes instead of days. Throughout
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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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Approaches to Learning and Teaching Science
A subject-specific guide for teachers to supplement professional development and provide resources for lesson planning.
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Science Teaching in Secondary Schools
This book is your essential guide to secondary science teacher training giving smart, practical advice on developing your classroom skills and deepeni
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Science Teaching in Secondary Schools
This book is your essential guide to secondary science teacher training giving smart, practical advice on developing your classroom skills and deepeni
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Improving the User Experience through Practical Data Analytics
Improving the User Experience through Practical Data Analytics is your must-have resource for making UX design decisions based on data, rather than hunches. Authors Fritz and Berger help the UX professional recognize and understand the enormous potential of the ever-increasing user data that is often accumulated as a by-product of routine UX tasks, such as conducting usab...
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Agile Data Science 2.0
With the revised second edition of this hands-on guide, up-and-coming data scientists will learn how to use the Agile Data Science development methodo
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Data Science for Complex Systems
This book provides an accessible guide to the tools and techniques of data science that can be utilised for the analysis of complex systems. This text
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Time Series for Data Science
Practical Time Series Analysis for Data Science is an accessible guide that doesnÂ’t require a background in calculus to be engaging but does not shy
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Essential Math for Data Science
To succeed in data science you need some math proficiency. But not just any math. This common-sense guide provides a clear, plain English survey of th
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Art and Science of Teaching Primary Reading
The essential guide to the science behind reading and its practical implications for classroom teaching in primary schools.
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Responsive Teaching
Based on research from cognitive science and formative assessment, this essential guide helps teachers refine their approach to fundamental challenges
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Data Science for Sensory and Consumer Scientists
Data Science for Sensory and Consumer Scientists is a comprehensive textbook that provides a practical guide to using data science in the field of sen
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Data Science on the Google Cloud Platform
This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline with cloud native tools on GCP. Throughout t
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Teaching High School Science Through Inquiry and Argumentation
A guide for science teachers on how to integrate scientific argumentation into their science lessons, enhancing inquiry in the classroom
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Hands-On Data Science for Librarians Taylor & Francis Ltd
This book focus on teaching R through relevant examples and skills that librarians need in their day-to-day lives that includes visualizations but goes much further to include web scraping, working with maps, creating interactive reports and machine learning. By walking through each skill and its application to library work before walking the reader through each line of c...
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Hands-On Data Science for Librarians Taylor & Francis Ltd
This book focus on teaching R through relevant examples and skills that librarians need in their day-to-day lives that includes visualizations but goes much further to include web scraping, working with maps, creating interactive reports and machine learning. By walking through each skill and its application to library work before walking the reader through each line of c...
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Geographic Data Science with R Taylor & Francis Ltd
The purpose of this book is to provide a series of tutorials aimed at teaching good practices for using geospatial data to address problems in environmental geography. Fundamental techniques for processing and visualizing tabular, vector, and raster data are introduced through a series of practical examples followed by case studies that combine multiple types of data to a...
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Data Science for Water Utilities Taylor & Francis Ltd
This addition to the Data Science Series introduces the principles of data science and the Rlanguageto the singular needs of water professionals. The book provides unique data and examples relevant to managing water utility and is sourced from the author’s extensive experience. The book is an applied, practical guide that shows water professionals how to use data science ...
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Data Science for Water Utilities Taylor & Francis Ltd
This addition to the Data Science Series introduces the principles of data science and the Rlanguageto the singular needs of water professionals. The book provides unique data and examples relevant to managing water utility and is sourced from the author’s extensive experience. The book is an applied, practical guide that shows water professionals how to use data science ...
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Embedded Systems Architecture
"This book fills a void. Most books address only portions of the embedded problem. As the title indicates, this one is uniquely comprehensive. I consider it a must-read"§--Review of the 1 st Edition. Jack Ganssle, embedded author, lecturer, consultant. Embedded Systems Architecture is a practical and technical guide to understanding the components that make up an embedded...
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Oxford International Science: Teacher Guide 5: Second Edition
A complete six-year primary Science course that takes a problem-solving approach to teaching young learners the skills they need to think like scienti
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Oxford International Science: Second Edition: Teacher's Guide 4
A complete six-year primary Science course that takes a problem-solving approach to teaching young learners the skills they need to think like scienti
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Oxford International Science: Second Edition: Teacher's Guide 3
A complete six-year primary Science course that takes a problem-solving approach to teaching young learners the skills they need to think like scienti
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Oxford International Science: Second Edition: Teacher's Guide 1
A complete six-year primary Science course that takes a problem-solving approach to teaching young learners the skills they need to think like scienti
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Data and Society
The standard teaching text for Data and Society modules explaining to undergraduates, in different social-science disciplines, the Big Data Revolution
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Data Management in R
An invaluable step-by-step, pedagogically engaging guide to data management in R for social science researchers. This book shows students how to recod
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Data Management in R
An invaluable step-by-step, pedagogically engaging guide to data management in R for social science researchers. This book shows students how to recod
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Science of Deep Learning
This up-to-date guide to deep learning is intended for students in computer science, electrical engineering, data science, statistics, and OR as well
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Common Data Sense for Professionals
The goal for this book is to provide a step-by-step guide to the data science process so that you can feel confident in leading your own data science
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Learning to Teach Science in the Secondary School
Learning to Teach Science in the Secondary School is an indispensable guide to the process and practice of teaching and learning science. This fourth
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Driving Digital Transformation through Data and AI
Avoid being left behind and make data science and artificial intelligence a profitable part of your business with this practical guide to product deli
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A Practical Guide to Educating Learners with Down Syndrome Taylor & Francis Ltd
Taking a unique lifespan, curriculum-based approach, Rhonda Faragher promotes the understanding that people with Down syndrome are a diverse group with vast potential and varied learning needs. The book covers core learning areas such as literacy, numeracy, science and the humanities, and features key points from the literature, teaching strategies, practitioner vignettes...
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Academic Writing with Corpora: A Resource Book for Data-Driven Learning - Karpenko-Seccombe Tatyana
Anotace: Academic Writing with Corpora offers a step-by-step accessible guide to using concordancers and aims to help introduce data-driven learning into the academic English classroom. Addressing the challenges faced by EAP teachers when explaining to their students how to write `naturally`, this book provides a solution to the problem by placing an emphasis on learning...
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How the World Really Works : A Scientist´s Guide to Our Past, Present and Future - Smil Václav
Anotace: We have never had so much information at our fingertips and yet most of us don`t know how the world really works. This book explains seven of the most fundamental realities governing our survival and prosperity. From energy and food production, through our material world and its globalization, to risks, our environment and its future, How the World Really Works ...
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How the World Really Works : A Scientist´s Guide to Our Past, Present and Future - Václav Smil
<p>We have never had so much information at our fingertips and yet most of us don't know how the world really works. This book explains seven of the most fundamental realities governing our survival and prosperity. From energy and food production, through our material world and its globalization, to risks, our environment and its future, How the World Really Works o...
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The Glucose Goddess Method: Your four-week guide to cutting cravings, getting your energy back, and feeling amazing. With 100+ super easy recipes - Jessie Inchauspé
<p>Jessie Inchauspé is a biochemist, author and founder of the Glucose Goddess movement (2 million followers on Instagram). With her first book Glucose Revolution a no. 1 international bestseller, she started teaching everyone about the importance of blood sugar and easy hacks to manage it. In The Glucose Goddess Method, she offers a four-week step-by-step plan to...
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What Do New Teachers Need to Know? Taylor & Francis Ltd
What knowledge will make you most effective as a teacher? New teachers are often bombarded with information about the concepts they should understand and the topics they should master. This indispensable book will help you navigate the research on curriculum, cognitive science, student data and more, providing clarity and key takeaways for those looking to grow their teac...
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What Do New Teachers Need to Know? Taylor & Francis Ltd
What knowledge will make you most effective as a teacher? New teachers are often bombarded with information about the concepts they should understand and the topics they should master. This indispensable book will help you navigate the research on curriculum, cognitive science, student data and more, providing clarity and key takeaways for those looking to grow their teac...
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Race and Society
An approachable, contemporary undergraduate guide to one of the core areas of social science teaching.
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Machine Learning Interviews
In this guide, data science leader Susan Shu Chang shows you how to tackle the ML hiring process.
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Effective Machine Learning Teams
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 prac
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Implementing MLOps in the Enterprise
This practical guide helps your company bring data science to life for different real-world MLOps scenarios. Senior data scientists, MLOps engineers,
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Natural Language Processing in the Real World
'Natural Language Processing in the Real World' is a practical guide for applying data science and machine learning to build Natural Language Processi
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Back Rehabilitation Taylor & Francis Ltd
Low back pain affects most of us at some time, and exercise is key to both its prevention and treatment. Critically appraising work from several approaches to produce an integrated, practical approach suitable for day-to-day clinicians and personal trainers, this essential guide looks at the science and practice of designing and teaching the best exercise programmes for t...
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Back Rehabilitation Taylor & Francis Ltd
Low back pain affects most of us at some time, and exercise is key to both its prevention and treatment. Critically appraising work from several approaches to produce an integrated, practical approach suitable for day-to-day clinicians and personal trainers, this essential guide looks at the science and practice of designing and teaching the best exercise programmes for t...
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CONNECTIONS TEACHER'S BOOK
Designed with an eye to CLIL (content and language integrated learning), Connections is intended to meet the functional and notional requirements of EFL teaching at CEFR levels B1-B2. Objectives: Language practice: development of reading, listening, writing and speaking skills, including the ESP requirements of university courses. Testing: the exercises are mainly in th...
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CONNECTIONS Book + audio CD
Designed with an eye to CLIL (content and language integrated learning), Connections is intended to meet the functional and notional requirements of EFL teaching at CEFR levels B1-B2. Objectives: Language practice: development of reading, listening, writing and speaking skills, including the ESP requirements of university courses. Testing: the exercises are mainly in th...
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