With the rapid growth of big data and AI, organizations are quickly building data products and solutions in an ad-hoc manner. But as these data organizations mature, it's apparent that their analysis and machine learning models are only as reliable as the data they're built upon. The solution? Delta Lake, an open-source format that enables building a lakehouse architecture on top of existing storage systems such as S3, ADLS, and GCS. In this practical book, author Bennie Haelen shows data engineers, data scientists, and data analysts how to get Delta Lake and its unique features up and running. The ultimate goal of building data pipelines and applications is to query processed data and gain insights from it. You'll learn how the choice of storage solution determines the robustness and performance of the data pipeline, from raw data to insights. With this book, you will: Use modern data management and data engineering techniques Understand how ACID transactions bring reliability to data lakes at scale Run streaming and batch jobs against your data lake concurrently Execute update, delete, and merge commands against your data lake Use time travel to roll back and examine previous versions of your data Build a streaming data quality pipeline following the medallion architecture

Teaching Science and Technology in the Early Years (3-7) celebrates young children's amazing capabilities as scientists, designers and technologists. Research-based yet practical and accessible, it demonstrates how scientific, designing and making activities are natural to young children, and have the potential for contributing to all aspects of their learning. By identifying the scientific and design-related concepts, skills and activities being developed, the book enables the reader to make more focused diagnostic observations of young children and plan for how they can help move them forward in their learning. This second edition has been thoroughly updated and features: Six new chapters providing practical advice and examples for enhancing scientific and technological learning through thematic approaches a new chapter focusing on the outdoor learning environment and how this can support science and technology new case studies of successful early years practice, alongside examples of practical planning for learning, and advice on documenting children's learning stories, guidance on the role of talk, narrative, documentation and planning in relation to early years science and technology Based on the latest research and the first hand experience, this practical and accessible book is essential reading for early years and primary students on undergraduate and Masters level courses.

A TIMES BEST BUSINESS BOOK OF 2022 'A gripping story about a great British brand' Jeremy Vine Lightweight, compact, and now, electric: the cityscape has been forever changed by the addition of the Brompton bike, with its distinctive style and clever folding design. For over forty years, the Brompton's modular design has remained virtually unchanged. It has stood not only the test of time but every financial crash since 1976, Brexit, and COVID-19, not to mention every other risk which any business faces. Where, then, did this ingenious feat of engineering come from? Who were the minds behind it? And how did a small company grow to become one of the biggest cycling brand names in the world? This is not only the first look behind the scenes at Brompton Bicycle Ltd, but a masterclass in entrepreneurship, manufacturing, and scaling a business.

Unique in its field, The Primary Science Encyclopedia brings together in one indispensable reference volume over 250 entries covering a wide range of topics and ideas. The book provides clear descriptions, definitions and explanations of difficult scientific concepts, carefully chosen to reflect the needs of those involved in primary science education. In addition, this encyclopedia explains clearly how to teach scientific and technological ideas in a relevant and appropriate way. Extended entries are included on topics such as creativity, thinking skills and theories of learning and the book also provides insight into cross-curricular work, assessment and classroom organisation in the primary science classroom. Compiled by authors with a wealth of experience in primary science and technology teaching, this book contains: Over 250 entries; Scientific definitions and pedagogical explanations; Extensive commentaries of current issues in primary science; A who's who of current and historical figures in the field of science and science education; Annotated further reading lists. This encyclopedia will be of interest to all teachers of 5 to 11-year-olds and anyone concerned with primary science and design and technology education.

Winner of the 2015 Gordon Burn Prize and the 2015 CWA Non-Fiction Dagger Shortlisted for the Orwell Prize and the James Tait Black Prize Dan Davies has spent more than a decade on a quest to find the real Jimmy Savile, and interviewed him extensively over a period of seven years before his death. In the course of his quest, he spent days and nights at a time quizzing Savile at his homes in Leeds and Scarborough, lunched with him at venues ranging from humble transport cafes to the Athenaeum club in London and, most memorably, joined him for a short cruise aboard the QE2. Dan thought his quest had come to an end in October 2011 when Savile's golden coffin was lowered into a grave dug at a 45-degree angle in a Scarborough cemetery. He was wrong. In the last two and a half years, Dan has been interviewing scores of people, many of them unobtainable while Jimmy was alive. What he has discovered was that his instincts were right all along and behind the mask lay a hideous truth. Jimmy Savile was not only complex, damaged and controlling, but cynical, calculating and predatory. He revelled in his status as a Pied Piper of youth and used his power to abuse the vulnerable and underage, all the while covering his tracks by moving into the innermost circles of the establishment.

This third edition of the bestselling textbook Science 5-11 has been fully updated to provide a synthesis of research and best practice in teaching and learning that focuses on successful ways to engage and motivate young scientists. Responding to the new curriculum, particularly 'Working Scientifically', this edition now includes: New sections on whole-school assessment, mentoring, transitions and a topics-based approach. Reference to the 'big ideas' of biology, chemistry and physics with chapters clearly related to this new subject structure. Updated tables of progression in each topic area and reference to cross-curricular contexts. New self-assessment questions for teachers, the option for higher-level thinking and further reading. An updated chapter on subject leadership with an increasing emphasis on monitoring progress. Bringing together research undertaken from a range of activities in the field, this book forms a comprehensive and clear guide, outlining the subject knowledge that a teacher needs, the curriculum requirements and the best ways to go about teaching. A practical guide ideal for students, trainees, mentors and other practising teachers, the book provides information on appropriate science topics for Key Stage 1 and 2.

This is a challenging new book for primary teachers interested in developing their teaching of Design & Technology, subject leaders in D&T, and for student teachers choosing this as their specialty. It will also appeal to in-service providers and LEA advisory staff. Children's creativity, cultural development and citizenship are important but currently underdeveloped in primary education. This book uniquely focuses on how these aspects can be emphasized in the teaching of Design and Technology. The National Curriculum has the potential to bring creativity, cultural development and citizenship into the mainstream and the authors show the considerable extent to which D & T, integrated with other curriculum subjects, can contribute to realizing these goals. There are examples throughout of best current practice showing how such ideas have been implemented.

This third edition of the bestselling textbook Science 5-11 has been fully updated to provide a synthesis of research and best practice in teaching and learning that focuses on successful ways to engage and motivate young scientists. Responding to the new curriculum, particularly 'Working Scientifically', this edition now includes: New sections on whole-school assessment, mentoring, transitions and a topics-based approach. Reference to the 'big ideas' of biology, chemistry and physics with chapters clearly related to this new subject structure. Updated tables of progression in each topic area and reference to cross-curricular contexts. New self-assessment questions for teachers, the option for higher-level thinking and further reading. An updated chapter on subject leadership with an increasing emphasis on monitoring progress. Bringing together research undertaken from a range of activities in the field, this book forms a comprehensive and clear guide, outlining the subject knowledge that a teacher needs, the curriculum requirements and the best ways to go about teaching. A practical guide ideal for students, trainees, mentors and other practising teachers, the book provides information on appropriate science topics for Key Stage 1 and 2.

How can you unlock your own creativity to help children learn science creatively? How do you bring the world of 'real science' into the classroom? Where does science fit in a creative curriculum? This second edition of Teaching Science Creatively has been fully updated to reflect new research, initiatives and developments in the field. It offers innovative starting points to enhance your teaching and highlights curiosity, observation, exploration and enquiry as central components of children's creative learning in science. Illustrated throughout with examples from the classroom and beyond, the book explores how creative teaching can harness children's sense of wonder about the world around them. With easily accessible chapters, it offers a comprehensive introduction to the core elements of creative science learning, supporting both teacher and child in developing scientific concepts and skills. The book explores key issues such as: * the links between scientific and creative processes * how to teach creatively, and for creativity * the role of play in early scientific learning * developing scientific understanding through drama (new) * using the outdoors in science * how theories of learning relate to children's creative development * teaching science topics in innovative and creative ways - games, drama, role play, puppets, mini-safaris and welly walks! Stimulating and accessible, with contemporary and cutting-edge practice at the forefront, Teaching Science Creatively introduces fresh ideas to support and motivate both new and experienced primary teachers. It is an essential purchase for any professional who wishes to incorporate creative approaches to teaching science in their classroom.

How can you unlock your own creativity to help children learn science creatively? How do you bring the world of 'real science' into the classroom? Where does science fit in a creative curriculum? This second edition of Teaching Science Creatively has been fully updated to reflect new research, initiatives and developments in the field. It offers innovative starting points to enhance your teaching and highlights curiosity, observation, exploration and enquiry as central components of children's creative learning in science. Illustrated throughout with examples from the classroom and beyond, the book explores how creative teaching can harness children's sense of wonder about the world around them. With easily accessible chapters, it offers a comprehensive introduction to the core elements of creative science learning, supporting both teacher and child in developing scientific concepts and skills. The book explores key issues such as: * the links between scientific and creative processes * how to teach creatively, and for creativity * the role of play in early scientific learning * developing scientific understanding through drama (new) * using the outdoors in science * how theories of learning relate to children's creative development * teaching science topics in innovative and creative ways - games, drama, role play, puppets, mini-safaris and welly walks! Stimulating and accessible, with contemporary and cutting-edge practice at the forefront, Teaching Science Creatively introduces fresh ideas to support and motivate both new and experienced primary teachers. It is an essential purchase for any professional who wishes to incorporate creative approaches to teaching science in their classroom.

Financial crime seems horribly complicated but there are only so many ways you can con someone out of what's theirs. In fact, there are four. A veteran regulatory economist and market analyst, Dan Davies has years of experience picking the bones out of some of the most famous frauds of the modern age. Now he reveals the big picture that emerges from their labyrinths of deceit.

Along the way you'll find out how to fake a gold mine with a wedding ring, a file and a shotgun. You'll see how close Charles Ponzi, the king of pyramid schemes, came to acquiring his own private navy. You'll learn how fraud has shaped the entire development of the modern world economy. And you'll discover whether you have what it takes to be a white-collar criminal mastermind, if that's what you want. (Which you don't. You really, really don't.)

This is a challenging new book for primary teachers interested in developing their teaching of Design & Technology, subject leaders in D&T, and for student teachers choosing this as their specialty. It will also appeal to in-service providers and LEA advisory staff.
Children's creativity, cultural development and citizenship are important but currently underdeveloped in primary education. This book uniquely focuses on how these aspects can be emphasized in the teaching of Design and Technology. The National Curriculum has the potential to bring creativity, cultural development and citizenship into the mainstream and the authors show the considerable extent to which D & T, integrated with other curriculum subjects, can contribute to realizing these goals. There are examples throughout of best current practice showing how such ideas have been implemented.

Teaching Science and Technology in the Early Years (3-7) celebrates young children's amazing capabilities as scientists, designers and technologists. Research-based yet practical and accessible, it demonstrates how scientific designing and making activities are natural to young children, and have the potential for contributing to all aspects of their learning. By identifying the scientific and technological concepts, skills and activities being developed, the book enables the reader to make more focused diagnostic observations of young children and plan for how they can help move them forward in their learning. This third edition has been thoroughly updated and features: fresh insights into young children's learning from neuroscience and 'new-materialist' perspectives; a UK-wide perspective on Early Years curricula and how they support the inclusion of science and technology as an entitlement for young children; new case studies of successful, evidence-based Early Years practice, alongside new examples of practical planning for learning, and advice on documenting children's learning stories; an updated chapter on assessing and documenting children's learning, drawing upon findings from the Teacher Assessment in Primary Science (TAPS) project at Bath Spa University. Based on the latest research and first-hand experience, this practical and accessible book is essential reading for Early Years and Primary students on undergraduate, PGCE and Masters-level courses.

Teaching Science and Technology in the Early Years (3-7) celebrates young children's amazing capabilities as scientists, designers and technologists. Research-based yet practical and accessible, it demonstrates how scientific designing and making activities are natural to young children, and have the potential for contributing to all aspects of their learning. By identifying the scientific and technological concepts, skills and activities being developed, the book enables the reader to make more focused diagnostic observations of young children and plan for how they can help move them forward in their learning. This third edition has been thoroughly updated and features: fresh insights into young children's learning from neuroscience and 'new-materialist' perspectives; a UK-wide perspective on Early Years curricula and how they support the inclusion of science and technology as an entitlement for young children; new case studies of successful, evidence-based Early Years practice, alongside new examples of practical planning for learning, and advice on documenting children's learning stories; an updated chapter on assessing and documenting children's learning, drawing upon findings from the Teacher Assessment in Primary Science (TAPS) project at Bath Spa University. Based on the latest research and first-hand experience, this practical and accessible book is essential reading for Early Years and Primary students on undergraduate, PGCE and Masters-level courses.

Theatre play or school Play Script the title is the ( The Broken Jug ) German

A guide to business structure, book keeping, licenses, and taxes, for beginning Internet sellers.