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Bayes Theorem: A Visual Introduction For Beginners
Dan Morris - 2016
Bayesian statistics is taught in most first-year statistics classes across the nation, but there is one major problem that many students (and others who are interested in the theorem) face. The theorem is not intuitive for most people, and understanding how it works can be a challenge, especially because it is often taught without visual aids. In this guide, we unpack the various components of the theorem and provide a basic overview of how it works - and with illustrations to help. Three scenarios - the flu, breathalyzer tests, and peacekeeping - are used throughout the booklet to teach how problems involving Bayes Theorem can be approached and solved. Over 60 hand-drawn visuals are included throughout to help you work through each problem as you learn by example. The illustrations are simple, hand-drawn, and in black and white. For those interested, we have also included sections typically not found in other beginner guides to Bayes Rule. These include: A short tutorial on how to understand problem scenarios and find P(B), P(A), and P(B|A). For many people, knowing how to approach scenarios and break them apart can be daunting. In this booklet, we provide a quick step-by-step reference on how to confidently understand scenarios.A few examples of how to think like a Bayesian in everyday life. Bayes Rule might seem somewhat abstract, but it can be applied to many areas of life and help you make better decisions. It is a great tool that can help you with critical thinking, problem-solving, and dealing with the gray areas of life. A concise history of Bayes Rule. Bayes Theorem has a fascinating 200+ year history, and we have summed it up for you in this booklet. From its discovery in the 1700’s to its being used to break the German’s Enigma Code during World War 2, its tale is quite phenomenal.Fascinating real-life stories on how Bayes formula is used in everyday life.From search and rescue to spam filtering and driverless cars, Bayes is used in many areas of modern day life. We have summed up 3 examples for you and provided an example of how Bayes could be used.An expanded definitions, notations, and proof section.We have included an expanded definitions and notations sections at the end of the booklet. In this section we define core terms more concretely, and also cover additional terms you might be confused about. A recommended readings section.From The Theory That Would Not Die to a few other books, there are a number of recommendations we have for further reading. Take a look! If you are a visual learner and like to learn by example, this intuitive booklet might be a good fit for you. Bayesian statistics is an incredibly fascinating topic and likely touches your life every single day. It is a very important tool that is used in data analysis throughout a wide-range of industries - so take an easy dive into the theorem for yourself with a visual approach!If you are looking for a short beginners guide packed with visual examples, this booklet is for you.
The Pragmatic Programmer: From Journeyman to Master
Andy Hunt - 1999
It covers topics ranging from personal responsibility and career development to architectural techniques for keeping your code flexible and easy to adapt and reuse. Read this book, and you'll learn how toFight software rot; Avoid the trap of duplicating knowledge; Write flexible, dynamic, and adaptable code; Avoid programming by coincidence; Bullet-proof your code with contracts, assertions, and exceptions; Capture real requirements; Test ruthlessly and effectively; Delight your users; Build teams of pragmatic programmers; and Make your developments more precise with automation. Written as a series of self-contained sections and filled with entertaining anecdotes, thoughtful examples, and interesting analogies,
The Pragmatic Programmer
illustrates the best practices and major pitfalls of many different aspects of software development. Whether you're a new coder, an experienced programmer, or a manager responsible for software projects, use these lessons daily, and you'll quickly see improvements in personal productivity, accuracy, and job satisfaction. You'll learn skills and develop habits and attitudes that form the foundation for long-term success in your career. You'll become a Pragmatic Programmer.
Excel 2007 for Dummies
Greg Harvey - 2006
Completely rewritten to reflect the major changes Microsoft has made to Office, this reference includes information on creating and editing worksheets, formatting cells, entering formulas, creating and editing charts, inserting graphs, designing database forms, adding database records, using seek-and-find options, adding hyperlinks to worksheets, and more.
"He Killed Our Janny:" A Family's Search for the Truth
Sherrie Lueder - 2011
But behind the closed doors was a story of drugs, orgies, physical and sexual assault, and constant fear...Book voyeurs who are able to tackle tough subject matter will love this tale." --Kim Cantrell True Crime Book Reviews~~~~~~~~~~BESTSELLING, AWARD WINNING AUTHOR, SHERRIE LUEDER'S GRIPPING TRUE STORY OF A SON AND DAUGHTER'S PAINFUL MEMORIES AND FIGHT FOR SURVIVAL WHILE GROWING UP IN AN ABUSIVE HOME IN THE SUBURBS OF DENVER--THEIR OWN INVESTIGATION INTO THEIR MOTHER'S MYSTERIOUS DEATH--AND RELENTLESS QUEST FOR JUSTICE. This book is the first to explore the mysterious death of Janyce "Janny" Hansen, a former top model from Denver, Colorado. She, along with her husband and children, live in an upscale home in the suburbs. The community sees an affluent, glamorous family. The reality is far different. An abused wife who can't let go. A husband who beats and sexually assaults his adopted children--while running gambling and prostitution businesses from their home. In the early morning hours of September 21, 1984, her husband returns home to discover her lifeless body in his Mercedes convertible parked in the garage--or so he says. Her family is led to believe she committed suicide. Now, 25 years later, her son and daughter set out to prove their mother was killed by her husband, a successful real estate developer rumored to have strong ties to city officials and underworld crime. Many believe the investigation into Janny's death was a cover-up--starting with the coroner's office--and that her husband got away with murder. As their investigation continues, they are led to believe their suspicions are true. Especially, since evidence increases almost daily and points to only one killer--Janny's husband.
The Slow Burn Fitness Revolution: The Slow Motion Exercise That Will Change Your Body in 30 Minutes a Week
Fredrick Hahn - 2002
The Slow Burn Fitness Revolution lays out the accumulating body of scientific evidence that shows the spend-hours-in-the-gym approach to exercise is over. The Slow Burn exercise routine gives great results in just 30 minutes a week. With Slow Burn, you will:*Get strong fast*Increase bone density and ward off osteoporosis*Improve cardiovascular health*Enhance flexibility*Say goodbye to lower back pain*Increase your metabolism, and*Make your body a powerful fat-burning machineSlow Burn promises a leaner, fitter, stronger you with a realistic workout that lets you have a great body and a life!
Inorganic Chemistry
Gary L. Miessler - 1991
Chapter topics include atomic structure, molecular orbitals, organometallic chemistry, simple bonding theory, symmetry and group theory, and more. For chemists and other professionals who want to update or improve their background in the field.
HTML and CSS: Design and Build Websites
Jon Duckett - 2011
Joining the professional web designers and programmers are new audiences who need to know a little bit of code at work (update a content management system or e-commerce store) and those who want to make their personal blogs more attractive. Many books teaching HTML and CSS are dry and only written for those who want to become programmers, which is why this book takes an entirely new approach. • Introduces HTML and CSS in a way that makes them accessible to everyone—hobbyists, students, and professionals—and it’s full-color throughout • Utilizes information graphics and lifestyle photography to explain the topics in a simple way that is engaging • Boasts a unique structure that allows you to progress through the chapters from beginning to end or just dip into topics of particular interest at your leisureThis educational book is one that you will enjoy picking up, reading, then referring back to. It will make you wish other technical topics were presented in such a simple, attractive and engaging way!
Building Chicken Coops for Dummies
Todd Brock - 2010
Building Chicken Coops For Dummies gives you the information you need to build the most cost-efficient, safe, and easy-on-the-eye enclosures for your backyard flock. This practical guide gives you easy-to-follow and customizable plans for building the backyard chicken coop that works best for you. You'll get the basic construction know-how and key information you need to design and build a coop tailored to your flock, whether you live in a small city loft, a suburban backyard, or a small rural farm.Includes detailed material lists, instructions, and schematic plans for building a host of different chicken coops Step-by-step guidance on how to build a coop--or design your own Accessible for every level of reader Whether you're just beginning to gain an interest in a back-to-basics lifestyle or looking to add more attractive and efficient coops to your current flock's digs, Building Chicken Coops For Dummies gives you everything you need to build a winning coop!
Algorithms
Robert Sedgewick - 1983
This book surveys the most important computer algorithms currently in use and provides a full treatment of data structures and algorithms for sorting, searching, graph processing, and string processing -- including fifty algorithms every programmer should know. In this edition, new Java implementations are written in an accessible modular programming style, where all of the code is exposed to the reader and ready to use.The algorithms in this book represent a body of knowledge developed over the last 50 years that has become indispensable, not just for professional programmers and computer science students but for any student with interests in science, mathematics, and engineering, not to mention students who use computation in the liberal arts.The companion web site, algs4.cs.princeton.edu contains An online synopsis Full Java implementations Test data Exercises and answers Dynamic visualizations Lecture slides Programming assignments with checklists Links to related material The MOOC related to this book is accessible via the "Online Course" link at algs4.cs.princeton.edu. The course offers more than 100 video lecture segments that are integrated with the text, extensive online assessments, and the large-scale discussion forums that have proven so valuable. Offered each fall and spring, this course regularly attracts tens of thousands of registrants.Robert Sedgewick and Kevin Wayne are developing a modern approach to disseminating knowledge that fully embraces technology, enabling people all around the world to discover new ways of learning and teaching. By integrating their textbook, online content, and MOOC, all at the state of the art, they have built a unique resource that greatly expands the breadth and depth of the educational experience.
Experiencing the Lifespan
Janet Belsky - 2006
In 2007, Janet Belsky's "Experiencing the Lifespan" was published to widespread instructor and student acclaim, ultimately winning the 2008 Textbook Excellence Award from the Text and Academic Authors Association. Now that breakthrough text returns in a rigorously updated edition that explores the lifespan by combining the latest research with a practicing psychologist's understanding of people, and a teacher's understanding of students and classroom dynamics. And again, all of this in the right number of pages to fit comfortably in a single term course.
ACA Ethical Standards Casebook
Barbara Herlihy - 1989
The 6th edition reflects the latest changes in the 2005 ACA Code of Ethics and how to apply these standards in work with diverse clients.
Cultural Anthropology (MyAnthroLab Series)
Barbara D. Miller
Faculty and students praise the book's proven ability to generate class discussion, increase faculty-student engagement, and enhance student learning. Through clear writing, a balanced theoretical approach, and engaging examples, Miller stresses the importance of social inequality, cultural change, and applied aspects of anthropology throughout the book. Each chapter highlights an example of applied anthropology and connects with students by providing practical tips about how they can use anthropology in their everyday lives and careers. The last two chapters address how migration is changing world cultures and the importance of local cultural values and needs in shaping international development policies.
Robot Builder's Bonanza
Gordon McComb - 1995
It provides coverage of Robotix-based Robots, Lego Technic-based Robots, Functionoids with Lego Mindstorms, and Location and Motorized Systems with Servo Motors.
Introduction To Chemical Engineering
J.T. Banchero W.L. Badger
All the Mathematics You Missed
Thomas A. Garrity - 2001
This book will offer students a broad outline of essential mathematics and will help to fill in the gaps in their knowledge. The author explains the basic points and a few key results of all the most important undergraduate topics in mathematics, emphasizing the intuitions behind the subject. The topics include linear algebra, vector calculus, differential and analytical geometry, real analysis, point-set topology, probability, complex analysis, set theory, algorithms, and more. An annotated bibliography offers a guide to further reading and to more rigorous foundations.