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Business Intelligence (BI) has been successfully deployed by modern businesses to serve their customers and stakeholders. However, organizations increasingly look at BI to be all pervasive and realize its higher level of potential, instead of following it conventionally. The book covers the techniques, technologies and frameworks that can be used to build next generation BI.
Learn how to develop models for classification, prediction, and customer segmentation with the help of Data Mining for Business Intelligence In today's world, businesses are becoming more capable of accessing their ideal consumers, and an understanding of data mining contributes to this success. Data Mining for Business Intelligence, which was developed from a course taught at the Massachusetts Institute of Technology's Sloan School of Management, and the University of Maryland's Smith School of Business, uses real data and actual cases to illustrate the applicability of data mining intelligence to the development of successful business models. Featuring XLMiner, the Microsoft Office Excel add-in, this book allows readers to follow along and implement algorithms at their own speed, with a minimal learning curve. In addition, students and practitioners of data mining techniques are presented with hands-on, business-oriented applications. An abundant amount of exercises and examples are provided to motivate learning and understanding. Data Mining for Business Intelligence: Provides both a theoretical and practical understanding of the key methods of classification, prediction, reduction, exploration, and affinity analysis Features a business decision-making context for these key methods Illustrates the application and interpretation of these methods using real business cases and data This book helps readers understand the beneficial relationship that can be established between data mining and smart business practices, and is an excellent learning tool for creating valuable strategies and making wiser business decisions.
Artificial intelligence (AI) technologies are one of top investment priorities in these days. They are aimed at finding applications in fields of special value for humans, including education. The fourth industrial revolution will replace not only human hands but also human brains, the time of machines requires new forms of work and new ways of business education, however we must be aware that if there is no control of human-chatbot interaction, there is a risk of losing sight of this interaction’s goal. First, it is important to get people to truly understand AI systems, to intentionally participate in their use, as well as to build their trust, because “the measure of success for AI applications is the value they create for human lives” (Stanford University 2016, 33). Consequently, society needs to adapt to AI applications if it is to extend its benefits and mitigate the inevitable errors and failures. This is why it is highly recommended to create new AI-powered tools for education that are the result of cooperation between AI researchers and humanities’ and social sciences’ researchers, who can identify cognitive processes and human behaviors. This book is authored by a range of international experts with a diversity of backgrounds and perspectives hopefully bringing us closer to the responses for the questions what we should teach (what the ‘right’ set of future skills is), how we should teach (the way in which schools should teach and assess them) and where we should teach (what implications does AI have for today’s education infrastructure). We must remember as we have already noticed before “…education institutions would need to ensure that that they have an appropriate infrastructure, as well as the safety and credibility of AI-based systems. Ultimately, the law and policies need to adjust to the rapid pace of AI development, because the formal responsibility for appropriate learning outcomes will in future be divided between a teacher and a machine. Above all, we should ensure that AI respect human and civil rights (Stachowicz-Stanusch, Amann, 2018)”.
Between the high-level concepts of business intelligence and the nitty-gritty instructions for using vendors' tools lies the essential, yet poorly-understood layer of architecture, design and process. Without this knowledge, Big Data is belittled - projects flounder, are late and go over budget. Business Intelligence Guidebook: From Data Integration to Analytics shines a bright light on an often neglected topic, arming you with the knowledge you need to design rock-solid business intelligence and data integration processes. Practicing consultant and adjunct BI professor Rick Sherman takes the guesswork out of creating systems that are cost-effective, reusable and essential for transforming raw data into valuable information for business decision-makers. After reading this book, you will be able to design the overall architecture for functioning business intelligence systems with the supporting data warehousing and data-integration applications. You will have the information you need to get a project launched, developed, managed and delivered on time and on budget - turning the deluge of data into actionable information that fuels business knowledge. Finally, you'll give your career a boost by demonstrating an essential knowledge that puts corporate BI projects on a fast-track to success. Provides practical guidelines for building successful BI, DW and data integration solutions. Explains underlying BI, DW and data integration design, architecture and processes in clear, accessible language. Includes the complete project development lifecycle that can be applied at large enterprises as well as at small to medium-sized businesses Describes best practices and pragmatic approaches so readers can put them into action. Companion website includes templates and examples, further discussion of key topics, instructor materials, and references to trusted industry sources.
A guide to how to be more innovative, creative and inventive in your business.
This guide shows design practices and other constructionprofessionals how to manage knowledge successfully. It explains howto develop and implement a knowledge management strategy, and howto avoid the pitfalls, focusing on the techniques of learning andknowledge sharing that are most relevant in professional practice.Expensive IT-based ‘solutions’ bought off-the-shelfrarely succeed in a practice context, so the emphasis here is onpeople-centred techniques, which recognise and meet real businessknowledge needs and fit in with the organisational culture. Knowledge is supplanting physical assets as the dominant basisof capital value and an understanding of how knowledge is acquired,shared and used is increasingly crucial in organisational success.Most business leaders recognise this, but few have yet succeeded inmaking it the pervasive influence on management practice that itneeds to become; that has turned out to be harder than itlooks. Construction professionals are among those who have furthest togo, and most to gain. Design is a knowledge-based activity, andproject managers, contractors and clients, as well as architectsand engineers, have always learned from experience and shared theirknowledge with immediate colleagues. But the intuitive processesthey have traditionally used break down alarmingly quickly asorganisations grow; even simply dividing the office over two floorscan noticeably reduce communication. At the same time, increasinglysophisticated construction technology and more demanding marketsare making effective management of knowledge ever more important.Other knowledge-intensive industries (such as managementconsultancy, pharmaceuticals, and IT), are well ahead in adopting amore systematic approach to learning and sharing knowledge, andseeing the benefits in improved technical capacity, efficiency,customer satisfaction and reduced risk.
Help kids build confidence and find their own creative voice through this collection of 25+ invitations for drawing. In Drawing Workshop for Kids, art educator Samara Caughey, founder of the highly praised family-centered art studio Purple Twig, shares drawing activities that support the development of creative, confident children ages 7 and up. All kids need to begin engaging in the pleasure of these simple yet inspiring drawing projects are a pencil and paper. Along the way, new materials are introduced, giving kids the opportunity to experiment with new techniques. Each of the three main chapters—drawing from life, drawing from images, and inventive drawing—focuses on techniques to explore, such as observation, mark making, shadow, line, composition, detail, contour, and perspective. Drawing Workshop for Kids strives to inspire children to investigate drawing and develop their own approach to art, building creativity and confidence.
Buffalo State College Master's project in Creative Studies, 2008.
Become a force for change through community, access, knowledge, and innovation The Maker Revolution is a guidebook to the new industrial revolution. Artisans, crafters, DIYers, and inventors around the globe are changing the way we change the world—are you ready to join the movement? This book shows you how to find your place in the revolution. You'll learn how the movement came about, and how Makers are already shifting paradigms and pushing the boundaries of innovation. You'll discover the people, organizations, and technologies that are catalyzing a re-thinking of industry, business, economic development and education, and you'll explore the ways in which specific types of participation could propel the movement toward greater access and inclusivity. You may even discover your own inner Maker, and decide to join the revolution. The world's greatest problems will only be solved by the creativity, ingenuity, and innovation of its inhabitants. The Maker Movement and the revolution it heralds holds that truth at its core, and strives to give everyone access to the knowledge, tools, experience, and community they need to change the world. This book takes you inside the movement, and helps you find your place. Understand the drivers, depths, and goals of the Maker Movement Explore the major trends and technologies that enable makers Learn how institutions can engage and participate in the Maker Revolution Find your inner revolutionary and become a part of the changing world The new revolution will not be televised—it will be something you hold in your hand, something you use every day, and the spirit of the community that created it. The Maker Revolution brings you into the fold to show you the power of breaking away from the status quo and will show you how you too can help change the world.
Unlock the creative power of collaborative teams Imagine telling your group their next task will be building a life-size model of a humpback whale in the foyer. Would they gaze at you with blank stares, or would their eyes light up as they turn to each other to get busy? Written by a team of five educators, the Collaborative Creativity Idea Book is designed to grow a culture of collaborative creativity in educational and professional environments. This idea book helps educators venture out from Robert Kelly’s seminal Collaborative Creativity: Educating for Creative Development, Innovation and Entrepreneurship to discover a wealth of practical learning activities educators can start using today. The Collaborative Creativity Idea Book goes beyond team-building exercises and icebreakers to walk you through five stages to establish a culture of collaborative creativity: - Getting to Know Each Other: build trust and identify strengths among individuals when they first form a group - Learning to Listen: enhance group interactivity through the development of deep and active listening, allowing ideas to multiply - The Design Process: prepare as a group to tackle larger-scale initiatives that move into real-world contexts - Growing the Collaborative Culture of Creativity: establish sophisticated group norms to take on creative-design initiatives of greater complexity - Collaborative Creativity for Real-World Audiences: tap into the creative power of the group to engage in real-world problems for real-world audiences Whether as a support for the Collaborative Creativity textbook or as a standalone resource, the Collaborative Creativity Idea Book for Educators empowers groups to exponentially increase their creative potential to accomplish amazing results.
Kepariwisataan dan ekonomi kreatif merupakan potensi luar biasa besar yang dimiliki Indonesia. Negara ini memiliki sekitar 17.100 pulau, 300 suku dan etnis, dan lebih dari 700 bahasa daerah. Semua model wisata ada dan bisa dikembangkan, mulai dari wisata yang mengandalkan keindahan dan kekayaan alam hingga keberagaman sosial-budaya. Belum lagi, potensi dari industri kreatif yang terus berkembang di negara ini dipastikan juga bisa menarik wisatawan datang ke tanah air. Tidak berlebihan bila dikatakan kepariwisataan bisa menjadi tumpuan utama dalam memperoleh devisa negara di masa mendatang. Hanya saja, untuk mewujudkan semua itu, masih terdapat berbagai tantangan yang harus dihadapi. Namun, perlu ditegaskan bahwa tantangan utama bukan terletak pada ketersediaan infrastruktur dan sarana sik, tetapi pada cara pandang bangsa ini pada dunia kepariwisataan itu sendiri. Selama kepariwisataan dan ekonomi kreatif belum dipandang sebagai industri strategis, maka penanganannya pun akan biasa-biasa saja. Melalui buku ini, Sapta Nirwandar menuangkan ide dan gagasannya dalam mengelola kepariwisataan dan ekonomi kreatif di negara ini secara revolusioner dan utuh. Ia memaparkan bahwa pengelolaan bidang ini tidak hanya mengenai penataan destinasi, tapi juga mencakup pembuatan kebijakan-kebijakan yang secara langsung bisa mengembangkan dunia pariwisata. Buku ini bisa menjadi acuan dalam mengembangkan pariwisata dan industri kreatif di Indonesia yang WOW. Buku ini juga memaparkan banyak sekali contoh yang sudah dilakukan negaranegara lain dalam membangun dunia pariwisata untuk diterapkan di sini.
In order to adequately prepare students for success in their lifetimes, our schools need to be transformed into environments that encourage students to evolve and develop as creative individuals. Educators are challenged to establish an instructional practice that will encourage and support the development of student creativity as well as meet curricular goals and assessments. In this book, author Mark Gura shows that yes, creativity can be developed and--with the variety of technology resources currently available--doing so is not only possible, but practical and effective. Through examples and practical approaches the book guides educators in: * weaving Maker, STEAM, Robotics, and Gaming into Instruction * encouraging motivation, entrepreneurship, curiosity, and play * teaching creativity across the curriculum * finding technology tools and resources to support student creativity
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It's hard to fully grasp the impact that creativity has had on our world. Imagine if you could snap your fingers and make the products of human creativity disappear--everything that is man-made. How would your world change? Reality is a product of the creative process. Reality is man-made. Island of Excellence is a teaching novel that takes readers on a two-fold diving expedition that explores the depths of the ocean and the barriers to creativity and organizational culture change. Invaluable business insights merge with an entertaining adventure as a cast of colorful characters attends a life-altering dive workshop in Papua New Guinea aboard the 120-foot ship Origin. Understanding how the creative process gets blocked and learning how to free its power and energy transforms creativity into a valuable organizational and individual resource that can lead you and your organization to become an Island of Excellence in a sea of mediocrity.
Have fun with LEGO BOOST and Scratch programming while building smart robots that can interact with the world around you Key FeaturesGet up to speed with building your first LEGO BOOST robotic modelBuild interesting robotics prototypes that can perform tasks just like real-life machinesDiscover exciting projects to bring classic LEGO bricks to life using motors and sensorsBook Description LEGO BOOST is a feature-rich creative toolbox that helps kids to develop science, technology, engineering, and mathematics (STEM) skills in a fun way. The LEGO BOOST kit consists of motors, sensors, and more than 840 LEGO pieces to bring various multifunctional robots to life. This book will take you on an interesting and enjoyable journey where you will have fun building robots while developing your problem-solving and logical thinking skills. This book is an end-to-end guide that will take you from a beginner to expert level of robot building with LEGO BOOST and Scratch. Starting with the unboxing and a brief introduction to LEGO BOOST, you'll quickly get your first robotic model up and running. You'll understand how to use the electronic and non-electronic components and have fun building a range of intriguing robotics projects with increasing complexity and advanced functionality. Throughout the book, you'll work on a variety of amazing projects, such as building your own R2D2, a fictional character from Star Wars, that will pique your curiosity to learn robotics and help you explore the full potential of the LEGO BOOST kit. Once you've had fun working with the projects, you'll be introduced to an interesting challenge for you to solve by yourself! By the end of this book, you'll have gained the skills to build creative robotics projects with the LEGO BOOST creative toolbox, and have built on your logical thinking and problem-solving skills. What you will learnUnbox the LEGO BOOST kit and understand how to get startedBuild simple robots with gears and sensorsDiscover the right parts to assemble your robotsProgram your BOOST robot using the Scratch 3.0 programming languageUnderstand complex mechanisms for advanced robotsDevelop engaging and intelligent robots using electronic and non-electronic componentsCreate more than 10 complete robotics projects from scratchDevelop logical thinking and unleash your creativityWho this book is for This book will help 7 to 12-year-old children who want to learn robotics with LEGO BOOST develop their creativity, logical thinking, and problem-solving skills. Teachers, trainers, and parents who wish to teach robotics with LEGO BOOST and Scratch will also find this book useful.
How to foster company-wide creativity.Demystifies the creative process at work. Introduces an approach for systematic creativity built around examining and reworking corporate climate and leadership, ways of organizing, performance measurement and hiring practicesAuthoritative author team. This book is a product of Synectics' 40 years of research into how individuals and teams can make creative ideas happen, and how they can channel the freshness of those ideas into actionDelivers on its promise. Begins with the premise that any company can be highly creative, then ties together practical advice and theoretical ideas to enable creativity on a grand scale even within the largest corporations
Improve proficiency in core language arts concepts with 24 classroom-ready activities that align with Common Core State Standards. By engaging students in meaningful language arts activities that relate to their lives, teachers can promote authentic writing in which students explore their personal thoughts and beliefs, resulting in richer work. Complete with step-by-step directions and student examples—and developed and tested in public and private classrooms with students of varying abilities—Building Strong Writers in Middle School helps students understand themselves and one another more deeply, contemplate how their writing can affect the larger world, and express themselves in literary forms. With writing now being required across the curriculum, teaching language arts at the middle school level is more important than ever. Digital content includes reproducible handouts.
