Download or read book R for Data Science written by Hadley Wickham and published by "O'Reilly Media, Inc.". This book was released on 2016-12-12 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

Download or read book Benchmarking Water Services written by Enrique Cabrera Jr and published by IWA Publishing. This book was released on 2011-03-01 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: Benchmarking has become a key tool in the water industry to promote and achieve performance targets for utilities. The use of this tool for performance improvement through systematic search and adaptation of leading practices, has expanded globally during the past decade. Many ongoing projects worldwide aim to address different needs and objectives, in varying contexts, with outstanding results and impact. Benchmarking Water Services provides valuable information to everyone interested in benchmarking in the water industry. The text is aimed at utilities considering joining a benchmarking project, experienced practitioners in charge of organizing a benchmarking exercise, consultants, regulators and researchers. The document is presented with a clear practice oriented approach and can be used as a how-to-benchmark guide presented from different perspectives (participants, organizers, supervising bodies). Readers will gain practical insight on real life benchmarking practices and will benefit from the experiences gained in some of the leading benchmarking projects of the water industry (including the IWA-WSAA benchmarking efforts, the European Benchmarking Co-operation and the several benchmarking projects carried out in Austria and Central Europe). The manual also presents the new IWA Benchmarking Framework, which aims to harmonize the terms used to describe benchmarking and performance indicators practices in the water industry, guaranteeing a more fluent and efficient communication. This Manual of Best Practice is edited by the IWA Specialist Group on Benchmarking and Performance Assessment, and co-published by AWWA and IWA Publishing. Praise for Benchmarking Water Services: "The continual trend of conceptual to specifics throughout the book provides for an educational experience each time the book is either casually perused or carefully studied." "The authors (Cabrera, Haskins and Fritiz) diligently pursue the focus of improvement." "Benchmarking Water Services is an in depth and practical ‘must have’ guide for any utility currently engaged in or planning to develop a benchmarking process" - Gregory M. Baird (2012) Benchmarking: An International Journal 19:2. More information about the book can be found on the Water Wiki in an article written by the author: http://www.iwawaterwiki.org/xwiki/bin/view/Articles/TheNewIWABenchmarkingFramework A Spanish language version of this book is available as a free eBook: http://www.iwawaterwiki.org/xwiki/bin/view/Articles/eBookTitlesfromIWAPublishingFreetoDownload-Volume2#HBenchmarkingParaServiciosdeAgua

Download or read book AAD Algorithms Aided Design Parametric Strategies Using Grasshopper written by Arturo Tedeschi and published by . This book was released on 2014 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Teaching Tech Together written by Greg Wilson and published by CRC Press. This book was released on 2019-10-08 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hundreds of grassroots groups have sprung up around the world to teach programming, web design, robotics, and other skills outside traditional classrooms. These groups exist so that people don't have to learn these things on their own, but ironically, their founders and instructors are often teaching themselves how to teach. There's a better way. This book presents evidence-based practices that will help you create and deliver lessons that work and build a teaching community around them. Topics include the differences between different kinds of learners, diagnosing and correcting misunderstandings, teaching as a performance art, what motivates and demotivates adult learners, how to be a good ally, fostering a healthy community, getting the word out, and building alliances with like-minded groups. The book includes over a hundred exercises that can be done individually or in groups, over 350 references, and a glossary to help you navigate educational jargon.

Download or read book bookdown written by Yihui Xie and published by CRC Press. This book was released on 2016-12-12 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: bookdown: Authoring Books and Technical Documents with R Markdown presents a much easier way to write books and technical publications than traditional tools such as LaTeX and Word. The bookdown package inherits the simplicity of syntax and flexibility for data analysis from R Markdown, and extends R Markdown for technical writing, so that you can make better use of document elements such as figures, tables, equations, theorems, citations, and references. Similar to LaTeX, you can number and cross-reference these elements with bookdown. Your document can even include live examples so readers can interact with them while reading the book. The book can be rendered to multiple output formats, including LaTeX/PDF, HTML, EPUB, and Word, thus making it easy to put your documents online. The style and theme of these output formats can be customized. We used books and R primarily for examples in this book, but bookdown is not only for books or R. Most features introduced in this book also apply to other types of publications: journal papers, reports, dissertations, course handouts, study notes, and even novels. You do not have to use R, either. Other choices of computing languages include Python, C, C++, SQL, Bash, Stan, JavaScript, and so on, although R is best supported. You can also leave out computing, for example, to write a fiction. This book itself is an example of publishing with bookdown and R Markdown, and its source is fully available on GitHub.

Download or read book The Flipped Classroom written by Carl Reidsema and published by Springer. This book was released on 2017-02-27 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: Teaching and learning within higher education continues to evolve with innovative and new practices such as flipped teaching. This book contributes to the literature by developing a much deeper understanding of the complex phenomenon of flipped classroom approaches within higher education. It also serves as a practical guide to implementing flipped classroom teaching in academic practice across different higher educational institutions and disciplines. Part 1 of this book (Practice) describes the considerations involved in flipped classroom teaching, including the challenges faced in transforming teaching and learning within higher education. Further, it reviews the educational concepts on which the flipped classroom is based, including a selected history of similar innovations in the past. The final sections of Part 1 explore the tools needed for flipping, the design steps, assessment methods and the role of reflective practice within flipped teaching environments. “p>Part 2 of the book (Practices) provides a range of case studies from higher educational institutions in different countries and disciplines to demonstrate the many shapes and sizes of flipped classrooms. Many of the challenges, such as engaging students in their own learning and shifting them from spectators in the learning process to active participants, prove to be universal.

Download or read book The Forbidden Religion written by Jose M. Herrou Aragon and published by José M. Herrou Aragón. This book was released on 2012-07-03 with total page 107 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gnosis means knowledge. But we are not referring to just any knowledge. Gnosis is knowledge which produces a great transformation in those who receive it. Knowledge capable of nothing less than waking up man and helping him to escape from the prison in which he finds himself. That is why Gnosis has been so persecuted throughout the course of history, because it is knowledge considered dangerous for the religious and political authorities who govern mankind from the shadows. Every time this religion, absolutely different from the rest, appears before man, the other religions unite to try to destroy or hide it again. Primordial Gnosis is the original Gnosis, true Gnosis, eternal Gnosis, Gnostic knowledge in its pure form. Due to multiple persecutions, Primordial Gnosis has been fragmented, distorted and hidden.

Download or read book Paediatric Bronchoscopy written by K.N. Priftis and published by Karger Medical and Scientific Publishers. This book was released on 2010-05-06 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an in-depth 'state-of-the-art' critical review of the technique and the applications of flexible and rigid bronchoscopy to infants and children. Written by an international panel of experts, it reviews the technical aspects of the procedure, its common and highly specialized applications as well as its potential alternatives. The chapters are enhanced by a wealth of original figures. A major innovation of the book is the inclusion of online videos from actual bronchoscopies that further illustrate and elaborate on the information provided in the text. The book is addressed to paediatric pulmonologists and otorhinolaryngologists, both experienced and in training, as well as to other personnel who are involved in the performance of the procedures. In addition, it is recommended to pulmonologists for adults and general paediatricians who need to be able to evaluate the usefulness of bronchoscopy for their patients and be aware of its limitations and potential contra-indications.

Download or read book Nevada Driver s Handbook written by Department of Department of Motor Vehicles and published by . This book was released on 2021-07-19 with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook has been written in an informal style for easy reading. As you read, you will find information on the knowledge, skills, abilities and attitudes you need to drive safely. You will also find general licensing requirements, some basic traffic laws, explanations of signs and signals, material on driving under the influence and defensive driving tips. The knowledge test for your Nevada license is based on the information in this manual. Table of Contents CHAPTER 1 - GETTING YOUR NEVADA DRIVER'S LICENSE CHAPTER 2 - BUCKLE UP CHAPTER 3 - DRIVING SAFELY CHAPTER 4 - SPECIAL DRIVING CONDITIONS CHAPTER 5 - SHARING THE ROAD CHAPTER 6 - TOWING CHAPTER 7 - INSURANCE AND FINANCIAL RESPONSIBILITY CHAPTER 8 - YOUR DRIVING RECORD CHAPTER 9 - DRIVING UNDER THE INFLUENCE CHAPTER 10 - LICENSE SUSPENSIONS AND REVOCATIONS CHAPTER 11 - NEW NEVADA RESIDENT VEHICLE REGISTRATION REQUIREMENTS CHAPTER 12 - OFFICE LOCATIONS

Download or read book Learn Like a Pro written by Barbara Oakley PhD and published by St. Martin's Essentials. This book was released on 2021-06-01 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: A book for learners of all ages containing the best and most updated advice on learning from neuroscience and cognitive psychology. Do you spend too much time learning with disappointing results? Do you find it difficult to remember what you read? Do you put off studying because it’s boring and you’re easily distracted? This book is for you. Dr. Barbara Oakley and Olav Schewe have both struggled in the past with their learning. But they have found techniques to help them master any material. Building on insights from neuroscience and cognitive psychology, they give you a crash course to improve your ability to learn, no matter what the subject is. Through their decades of writing, teaching, and research on learning, the authors have developed deep connections with experts from a vast array of disciplines. And it’s all honed with feedback from thousands of students who have themselves gone through the trenches of learning. Successful learners gradually add tools and techniques to their mental toolbox, and they think critically about their learning to determine when and how to best use their mental tools. That allows these learners to make the best use of their brains, whether those brains seem “naturally” geared toward learning or not. This book will teach you how you can do the same.

Download or read book More Universe at Your Fingertips written by Andrew Fraknoi and published by Astronomical Society of the pacific. This book was released on 2000 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt: Because the original was so popular, the geniuses behind Project ASTRO have created an additional volume of activities. These 25 activities explore and explain mysteries of the universe: the moon's phases, the reasons for the seasons, comets and meteors, stars, and space exploration. Also designed in loose-leaf format, More Universe... is a great supplement to the original, or a perfect sampler if you want to start small.

Download or read book Clinical Parasitology written by Paul Chester Beaver and published by . This book was released on 1984 with total page 848 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book An Introduction to Curriculum Research and Development written by Lawrence Stenhouse and published by . This book was released on 1984 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Understanding and Developing Science Teachers Pedagogical Content Knowledge written by J. John Loughran and published by BRILL. This book was released on 2006-01-01 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: There has been a growing interest in the notion of a scholarship of teaching. Such scholarship is displayed through a teacher’s grasp of, and response to, the relationships between knowledge of content, teaching and learning in ways that attest to practice as being complex and interwoven. Yet attempting to capture teachers’ professional knowledge is difficult because the critical links between practice and knowledge, for many teachers, is tacit. Pedagogical Content Knowledge (PCK) offers one way of capturing, articulating and portraying an aspect of the scholarship of teaching and, in this case, the scholarship of science teaching. The research underpinning the approach developed by Loughran, Berry and Mulhall offers access to the development of the professional knowledge of science teaching in a form that offers new ways of sharing and disseminating this knowledge. Through this Resource Folio approach (comprising CoRe and PaP-eRs) a recognition of the value of the specialist knowledge and skills of science teaching is not only highlighted, but also enhanced. The CoRe and PaP-eRs methodology offers an exciting new way of capturing and portraying science teachers’ pedagogical content knowledge so that it might be better understood and valued within the profession. This book is a concrete example of the nature of scholarship in science teaching that is meaningful, useful and immediately applicable in the work of all science teachers (preservice, in-service and science teacher educators). It is an excellent resource for science teachers as well as a guiding text for teacher education.

Download or read book Beyond the Basic Stuff with Python written by Al Sweigart and published by No Starch Press. This book was released on 2020-12-16 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: BRIDGE THE GAP BETWEEN NOVICE AND PROFESSIONAL You've completed a basic Python programming tutorial or finished Al Sweigart's bestseller, Automate the Boring Stuff with Python. What's the next step toward becoming a capable, confident software developer? Welcome to Beyond the Basic Stuff with Python. More than a mere collection of advanced syntax and masterful tips for writing clean code, you'll learn how to advance your Python programming skills by using the command line and other professional tools like code formatters, type checkers, linters, and version control. Sweigart takes you through best practices for setting up your development environment, naming variables, and improving readability, then tackles documentation, organization and performance measurement, as well as object-oriented design and the Big-O algorithm analysis commonly used in coding interviews. The skills you learn will boost your ability to program--not just in Python but in any language. You'll learn: Coding style, and how to use Python's Black auto-formatting tool for cleaner code Common sources of bugs, and how to detect them with static analyzers How to structure the files in your code projects with the Cookiecutter template tool Functional programming techniques like lambda and higher-order functions How to profile the speed of your code with Python's built-in timeit and cProfile modules The computer science behind Big-O algorithm analysis How to make your comments and docstrings informative, and how often to write them How to create classes in object-oriented programming, and why they're used to organize code Toward the end of the book you'll read a detailed source-code breakdown of two classic command-line games, the Tower of Hanoi (a logic puzzle) and Four-in-a-Row (a two-player tile-dropping game), and a breakdown of how their code follows the book's best practices. You'll test your skills by implementing the program yourself. Of course, no single book can make you a professional software developer. But Beyond the Basic Stuff with Python will get you further down that path and make you a better programmer, as you learn to write readable code that's easy to debug and perfectly Pythonic Requirements: Covers Python 3.6 and higher

Download or read book Active Galactic Nuclei and Related Phenomena written by International Astronomical Union. Symposium and published by . This book was released on 1999 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: A looseleaf (3-hole punched, binder not included) resource guide that includes a wide range of activities, annotated resource lists, and background readings, primarily for teachers who would like to incorporate more astronomy into their classroom work but may be held back by their own limited backgr

Download or read book Molecular Cloning written by Joseph Sambrook and published by . This book was released on 2003 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: