Please Explain


Karl Kruszelnicki
    avoid opinion ... facts are your single clue. Get the facts!' - time Enough for Love, Robert Heinlein Does eating celery make you lighter? Do you have to be dying to have a near-death experience? Is a yawn a silent, natural scream for air; and if a little oxygen is good for you is more oxygen better? Can the humble spud kill? Did Galileo drop his balls from the Leaning tower of Pisa? Did a NASA computer really prove a miracle in the Bible actually happened? Is there any substance harder than diamond, and do diamonds really last forever? And exactly how many Eskimo words for 'snow' are there? Wherever he goes, people always ask Dr Karl to explain stuff, and in this his 26th book (26 is the only number directly between a square and a cube), he explains more myths and curly questions. Visit Dr Karl at www.drkarl.com

Droughts & Dreams: Stories of Self-Reliance During America’s Darkest Times


Glenn Beck - 2015
    Years-long drought coupled with relentless dust storms wreaked havoc on the Great Plains region and forced the American people to dig deep within in order to persevere and survive.Droughts & Dreams contains intimate family stories from that generation. Many are first-hand accounts of people who not only survived, but who also did it well. Tucked inside these pages, you’ll find timeless survival lessons, tips and even favorite from-scratch recipes.The memoirs in this book are not dreary recollections of the disgruntled. Rather, they are honest tales of families rediscovering how to live simply, be self-reliant and appreciate what they had.Perhaps 80-year old Jack Bolkovak stated it best when he said, “The Depression was a tough time. But it was a great beginning to life. It taught us that life is not easy and to appreciate all that we have. We had food, clothing, shelter and a loving family. That was all we needed.” “Those who don’t know history are doomed to repeat it.”-Edmund Burke

Python Machine Learning


Sebastian Raschka - 2015
    We are living in an age where data comes in abundance, and thanks to the self-learning algorithms from the field of machine learning, we can turn this data into knowledge. Automated speech recognition on our smart phones, web search engines, e-mail spam filters, the recommendation systems of our favorite movie streaming services – machine learning makes it all possible.Thanks to the many powerful open-source libraries that have been developed in recent years, machine learning is now right at our fingertips. Python provides the perfect environment to build machine learning systems productively.This book will teach you the fundamentals of machine learning and how to utilize these in real-world applications using Python. Step-by-step, you will expand your skill set with the best practices for transforming raw data into useful information, developing learning algorithms efficiently, and evaluating results.You will discover the different problem categories that machine learning can solve and explore how to classify objects, predict continuous outcomes with regression analysis, and find hidden structures in data via clustering. You will build your own machine learning system for sentiment analysis and finally, learn how to embed your model into a web app to share with the world

Text Mining with R: A Tidy Approach


Julia Silge - 2017
    With this practical book, you'll explore text-mining techniques with tidytext, a package that authors Julia Silge and David Robinson developed using the tidy principles behind R packages like ggraph and dplyr. You'll learn how tidytext and other tidy tools in R can make text analysis easier and more effective.The authors demonstrate how treating text as data frames enables you to manipulate, summarize, and visualize characteristics of text. You'll also learn how to integrate natural language processing (NLP) into effective workflows. Practical code examples and data explorations will help you generate real insights from literature, news, and social media.Learn how to apply the tidy text format to NLPUse sentiment analysis to mine the emotional content of textIdentify a document's most important terms with frequency measurementsExplore relationships and connections between words with the ggraph and widyr packagesConvert back and forth between R's tidy and non-tidy text formatsUse topic modeling to classify document collections into natural groupsExamine case studies that compare Twitter archives, dig into NASA metadata, and analyze thousands of Usenet messages

Seven Databases in Seven Weeks: A Guide to Modern Databases and the NoSQL Movement


Eric Redmond - 2012
    As a modern application developer you need to understand the emerging field of data management, both RDBMS and NoSQL. Seven Databases in Seven Weeks takes you on a tour of some of the hottest open source databases today. In the tradition of Bruce A. Tate's Seven Languages in Seven Weeks, this book goes beyond your basic tutorial to explore the essential concepts at the core each technology. Redis, Neo4J, CouchDB, MongoDB, HBase, Riak and Postgres. With each database, you'll tackle a real-world data problem that highlights the concepts and features that make it shine. You'll explore the five data models employed by these databases-relational, key/value, columnar, document and graph-and which kinds of problems are best suited to each. You'll learn how MongoDB and CouchDB are strikingly different, and discover the Dynamo heritage at the heart of Riak. Make your applications faster with Redis and more connected with Neo4J. Use MapReduce to solve Big Data problems. Build clusters of servers using scalable services like Amazon's Elastic Compute Cloud (EC2). Discover the CAP theorem and its implications for your distributed data. Understand the tradeoffs between consistency and availability, and when you can use them to your advantage. Use multiple databases in concert to create a platform that's more than the sum of its parts, or find one that meets all your needs at once.Seven Databases in Seven Weeks will take you on a deep dive into each of the databases, their strengths and weaknesses, and how to choose the ones that fit your needs.What You Need: To get the most of of this book you'll have to follow along, and that means you'll need a *nix shell (Mac OSX or Linux preferred, Windows users will need Cygwin), and Java 6 (or greater) and Ruby 1.8.7 (or greater). Each chapter will list the downloads required for that database.

Not Broken: An Approachable Guide to Miscarriage and Recurrent Pregnancy Loss


Lora Shahine - 2017
    Whether you are a patient struggling with miscarriages or a medical provider caring for patients with recurrent pregnancy loss, you will learn something from this resource. Dr. Shahine explains not only a typical Western medicine approach to evaluation and treatment for miscarriage but also includes Eastern approaches to care, lifestyle factors that will decrease your risk of miscarriage, and the emotional impact of recurrent pregnancy loss. You will finish this book feeling more empowered to be an advocate for your care and more hopeful than ever to continue towards your family goals. “I have one word to describe this fabulous book: FINALLY. Women with recurrent pregnancy loss have been needing this book for years.” – Dr. Alice Domar, associate professor of obstetrics, gynecology, and reproductive biology at Harvard Medical School and author of Conquering Infertility and Finding Calm for the Expectant Mom

Eat Well for Less


Helena Caldon - 2016
    Learn how to use your leftovers, make savvy swaps and add more fruit and veg to your diet without spending extra time in the kitchen. With tasty food, sample shopping lists and practical tips from Gregg, Chris and the experts from the hit BBC show, this is your essential guide to eating well for less.

Strong Medicine: How to Conquer Chronic Disease and Achieve Your Full Athletic Potential


Chris Hardy - 2015
    High vitality, optimal health and sustainable strength can only be achieved by a properly-informed plan to understand, identify and conquer the enemies of our wellbeing. The only way to sustain a healthy, vigorous life is to make long-term lifestyle changes—across the board, be it through nutrition, resistance training, cardio or stress management. Strong Medicine shows you how to achieve an utter and complete physical and physiological transformation in 3 months without any draconian training or concentration camp nutrition. Discover how to go from unhealthy and uncertain into ever-improving levels of health, wellness and fitness… Using the intersection of cutting-edge science and real-world medicine—melded with high-level athletics, results-producing coaching and elite military-preparedness training… "Strong Medicine is flat-out amazing. If you ever wanted to take your training and your nutritional theory to an elite level—better than 99.9% of certified personal trainers—this is the book for you. It's all in here: genetics, gut bacteria, cutting-edge stress biology, molecular nutrition...even better, the ‘deep science’ is all explained so clearly (with charts, key points, photos and diagrams) that it's almost impossible not to understand and absorb it all fully. An automatic classic in the field, which will surely prove impossible to surpass. I bow down to the Doc and to Marty!"—Paul Wade, author, Convict Conditioning and Explosive Calisthenics “Strong Medicine by Chris Hardy, D.O. and Marty Gallagher is an exhaustively researched, clearly written, and practically useful guide to improving your health. Improving health is fundamentally different than treating disease. This book represents the future of healthcare in our country. It requires the patient to assume responsibility, learn the basics, and then enhance their health through diet, exercise, sleep, and mindfulness. If you are looking for a quick fix, this is not the book for you. If you understand that there is no quick fix, then read this book and trust what you read. The information is accurate and relevant, simple to understand, and actionable.” —Patrick Roth, M.D., author of The End of Back Pain: Access Your Hidden Core to Heal Your Body, Chairman of Neurosurgery at Hackensack University Medical Center and the director of its neurosurgical residency training program. “Strong Medicine by Dr. Chris Hardy and the legendary Marty Gallagher is a declaration of unconventional and asymmetrical war against mortality. The authors' weapon of choice is information, relayed masterfully in the form of an easy-to-understand and richly illustrated owner’s manual of sorts. This is an owner’s manual that is chock full of insights for every level, from the seasoned physician to the absolute layman who is new to fitness. For the grizzled coach who doesn't have medical training, Strong Medicine lays out crucial performance concepts like ‘hormetic dose’ in ways that are easy to understand regardless of your background. Dr. Hardy continues with insights into diet, nutrition myths, biochemistry demystified, intestinal fine-tuning, the chronic stress connection with disease, and then passes the baton to Marty Gallagher, who unleashes a plethora of exercise and training tips that are centered around five basic exercise categorie

Preserving Patients: Anecdotes of a Junior Doctor


Tom Parsons - 2017
    From being the saviour of a man’s anus to being mistaken for the milkman, Tom describes the complexity and absurdity of today’s medical practice with humour and aplomb. Tom is a junior doctor working in the National Health Service. Tom Parsons is a pseudonym. * Amazon/Kindle/Fiction/Medical, March 2018

Effective Python: 59 Specific Ways to Write Better Python


Brett Slatkin - 2015
    This makes the book random-access: Items are easy to browse and study in whatever order the reader needs. I will be recommending "Effective Python" to students as an admirably compact source of mainstream advice on a very broad range of topics for the intermediate Python programmer. " Brandon Rhodes, software engineer at Dropbox and chair of PyCon 2016-2017" It s easy to start coding with Python, which is why the language is so popular. However, Python s unique strengths, charms, and expressiveness can be hard to grasp, and there are hidden pitfalls that can easily trip you up. " Effective Python " will help you master a truly Pythonic approach to programming, harnessing Python s full power to write exceptionally robust and well-performing code. Using the concise, scenario-driven style pioneered in Scott Meyers best-selling "Effective C++, " Brett Slatkin brings together 59 Python best practices, tips, and shortcuts, and explains them with realistic code examples. Drawing on years of experience building Python infrastructure at Google, Slatkin uncovers little-known quirks and idioms that powerfully impact code behavior and performance. You ll learn the best way to accomplish key tasks, so you can write code that s easier to understand, maintain, and improve. Key features includeActionable guidelines for all major areas of Python 3.x and 2.x development, with detailed explanations and examples Best practices for writing functions that clarify intention, promote reuse, and avoid bugs Coverage of how to accurately express behaviors with classes and objects Guidance on how to avoid pitfalls with metaclasses and dynamic attributes More efficient approaches to concurrency and parallelism Better techniques and idioms for using Python s built-in modules Tools and best practices for collaborative development Solutions for debugging, testing, and optimization in order to improve quality and performance "

More Letters From The Pit: Stories of a Physician’S Odyssey in Emergency Medicine


Patrick J. Crocker - 2020
    

Sea Turtles - Animals Explored in Pictures and Words


Ann Lawrence - 2013
    With an ancestry dating back to the early days of the dinosaurs here on earth, the book looks at: The king of the marine turtles - the leatherback. The stunningly beautiful hawksbill sea turtle. The big-headed loggerhead sea turtle. The grazing green sea turtle. The heart-shaped olive Ridley sea turtle. The Australian sea turtle - the flatback. The baby of the marine turtles - the Kemp's Ridley. After a lifetime spent studying the animal kingdom at first hand as she has traveled the globe, Ann Lawrence brings the world of these marine creatures to life with some of the most amazing pictures you will find anywhere.Pick up this beautiful interesting and informative book today at the low price that you will find only for Kindle readers!*** Download your copy of Sea Turtles today! ***

Photography Demystified: Your Guide to Gaining Creative Control and Taking Amazing Photographs


David McKay - 2016
    “Photography Demystified—Your Guide to Understanding Photography, Gaining Creative Control and Taking Amazing Photographs!” has been designed to resolve your frustrations and photography difficulties. This book will give you the tools, education and practical applications needed to understand how to take great pictures! PLUS, a section entirely dedicated to assignments has been included! Video tutorials are also available at no charge! http://mckaylive.com/bonus/Along with my wife Ally, I own McKay Photography Academy. Leading hundreds of photographic tours around the world, I have taught over twelve thousand people just like you how to excel in photography. Having earned my Master of Photography and Photographic Craftsmen degrees from Professional Photographers of America, the leading photography organization in the world, I have been a full time professional photographer for over twenty nine years and am passionate about teaching others how to achieve great results in their photography. My motivation is to see that everyone can enjoy photography and take the frustration out of the process!Beginning photographers, camera buffs, photo enthusiast, and many others who struggle with understanding photography concepts, exposure, and their camera manuals have already experienced my proven methods of teaching beginner’s photography. This book will do the same for you!•Terry L from Santa Cruz, CA says: “Taking someone off automatic settings to manual settings can be daunting at times. Fortunately, I have had the experience of learning from David McKay. David has taken me further into the world of photography than I could have ever imagined.”•Keith W from Austin, TX writes: “David is one of those rare individuals that combine passion, extensive knowledge and a laid-back style in teaching photography. What else can I say; it is refreshing to learn from someone this talented.” •Steve of Steve Scurich Photography in Santa Barbara,CA states: “The ability to take decades of complex photography knowledge and boil it down into concepts that are clear, understandable and easy to implement, is David’s gift to the world. Personally, I am forever grateful for the inspiration and encouragement he’s given me.”•Denise Mann from San Antonio, TX says: “David McKay is passionate about photography and equally as passionate about teaching it to those eager to learn.”•Jeff G from Sacramento CA says: “David McKay is a great photographer—not every photographer can be a great educator, David is! David is able to take complicated topics and break them down to something easy to digest and practical to implement—you are inspired to go out and use what you just learned!”•Kara from San Jose, CA writes: “You can’t help but to feel his love for photography and his passion for teaching.

Tennis Ball Self Massage: Stop Your Muscle and Joint Pain


Lauren Bertolacci - 2013
    You’ve deloaded, done your recovery session, even taken a hot bath. Oh how nice a massage would be right now. The problem is not all of us have the time or the money to invest in some good soft tissue work. Want a cheap yet extremely effective way to get rid of your aches and pains? This easy to understand guide will help you address all of those problems and more. Best of all, you don't even need to leave your house or buy any expensive tool. Just grab a tennis ball and get started.Being able to treat your own pain is a very valuable tool. It can save you a lot of money and mean less trips to the physiotherapist as well as ensuring that you are keeping your body in good condition. Trigger points and tight muscles are a common cause of muscle and joint pain. They can refer pain to other areas as well as causing problems at the site itself. Although they don't count for all the pain you might be suffering from, releasing them can certainly help get rid of a lot of the pain, if not clear up your problem entirely. Have you ever been to the doctor and he or she told you that theres nothing wrong, even after extensive scans? You might simply need some work on your muscles. Keeping the muscle tissue quality high will help reduce the amount of injuries you suffer from, improve your posture as well as help a lot of muscle and joint pain.In this book you can learn how to effectively get rid of shoulder pain, neck pain, upper and lower back pain, hip and glute pain and stiffness, leg and knee pain, calf pain, ankle stiffness, Achilles problems and much more.Actual excerpt from the book of how I discovered this great technique."When I was playing in Germany, I had really bad shoulder pain. The kind that ran down to my fingers and made me unable to put my arms over my head. One night trying to get relief I grabbed my old Motorola and started laying on it, with it digging in under my shoulder. Slowly and excruciatingly I released the rotator cuff muscles and gave myself a pain free range of motion that I had only dreamed of before. Needless to say, I thought I was a genius and upgraded to a tennis ball pretty quickly."

R Cookbook: Proven Recipes for Data Analysis, Statistics, and Graphics


Paul Teetor - 2011
    The R language provides everything you need to do statistical work, but its structure can be difficult to master. This collection of concise, task-oriented recipes makes you productive with R immediately, with solutions ranging from basic tasks to input and output, general statistics, graphics, and linear regression.Each recipe addresses a specific problem, with a discussion that explains the solution and offers insight into how it works. If you're a beginner, R Cookbook will help get you started. If you're an experienced data programmer, it will jog your memory and expand your horizons. You'll get the job done faster and learn more about R in the process.Create vectors, handle variables, and perform other basic functionsInput and output dataTackle data structures such as matrices, lists, factors, and data framesWork with probability, probability distributions, and random variablesCalculate statistics and confidence intervals, and perform statistical testsCreate a variety of graphic displaysBuild statistical models with linear regressions and analysis of variance (ANOVA)Explore advanced statistical techniques, such as finding clusters in your dataWonderfully readable, R Cookbook serves not only as a solutions manual of sorts, but as a truly enjoyable way to explore the R language--one practical example at a time.--Jeffrey Ryan, software consultant and R package author