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Zacharias Voulgaris: Data Science : Mindset, Methodologies & Misconceptions

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Master the concepts and strategies underlying success and progress in data science. From the author of the bestsellers, Data Scientist and Julia for Data Science, this book covers four foundational areas of data science. The first area is the data science pipeline including methodologies and the data scientist's toolbox. The second are essential practices needed in understanding the data including questions and hypotheses. The third are pitfalls to avoid in the data science process. The fourth is an awareness of future trends and how modern technologies like Artificial Intelligence (AI) fit into the data science framework. The following chapters cover these four foundational areas: Chapter 1 - What Is Data Science? Chapter 2 - The Data Science Pipeline Chapter 3 - Data Science Methodologies Chapter 4 - The Data Scientist's Toolbox Chapter 5 - Questions to Ask and the Hypotheses They Are Based On Chapter 6 - Data Science Experiments and Evaluation of Their Results Chapter 7 - Sensitivity Analysis of Experiment Conclusions Chapter 8 - Programming Bugs Chapter 9 - Mistakes Through the Data Science Process Chapter 10 - Dealing with Bugs and Mistakes Effectively and Efficiently Chapter 11 - The Role of Heuristics in Data Science Chapter 12 - The Role of AI in Data Science Chapter 13 - Data Science Ethics Chapter 14 - Future Trends and How to Remain Relevant Targeted towards data science learners of all levels, this book aims to help the reader go beyond data science techniques and obtain a more holistic and deeper understanding of what data science entails. With a focus on the problems data science tries to solve, this book challenges the reader to become a self-sufficient player in the field.

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Margaret Hills: Cider Vinegar

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Cider vinegar is used as a treatment for rheumatoid and osteo-arthritis, as well as other conditions, including rheumatism, diverticulitis and gout. This book gives a listing of the complaints that cider vinegar can help with, and explains how the treatment works, and how to use it at home. The "Sheldon Natural Remedies" series has been created to offer advice on natural remedies. It aims to set out the safe way to use complementary remedies, including quick reference for symptoms which require medical attention, what to expect from a treatment, who should not use the remedies, motivation and maintaining effective change.

Maisy likes going to the library. Check out Lonely Planet' Pocket Shanghai, a handy-sized guide focused on the can't-miss sights for a quick trip. * Looking for more extensive coverage? Check out Lonely Planet's China guide for a comprehensive look at all the country has to offer, or Discover Losing a Parent free download pdf China, a photo-rich guide to the country's most popular attractions. Authors: Written and researched by Lonely Planet, Damian Harper, and Dai Min. About Lonely Planet: Since 1973, Lonely Planet has become the world's leading travel media company with guidebooks to every destination, an award-winning website, mobile and digital travel products, and a dedicated traveller community. Lonely Planet covers must-see spots but also enables curious travellers to get off beaten paths to understand more of the culture of

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Tim O'Reilly: Wtf? : What's the Future and Why It's Up to Us

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Silicon Valley's leading intellectual and the founder of O'Reilly Media explores the upside and the potential downsides of our future--what he calls the "next economy." Tim O'Reilly's genius is to identify and explain emerging technologies with world shaking potential--the World Wide Web, Open Source Software, Web 2.0, Open Government data, the Maker Movement, Big Data. "The man who can really can make a whole industry happen," according to Executive Chairman of Google Eric Schmidt, O'Reilly has most recently focused on the future of work--AI, algorithms, and new approaches to business organization that will shape our lives. He has brought together an unlikely coalition of technologists, business leaders, labor advocates, and policy makers to wrestle with these issues. In WTF he shares the evolution of his intellectual development, applying his approach to a number of challenging issues we will face as citizens, employees, business leaders, and a nation. What is the future when an increasing number of jobs can be performed by intelligent machines instead of people, or only done by people in partnership with those machines? What happens to our consumer based societies--to workers and to the companies that depend on their purchasing power? Is income inequality and unemployment an inevitable consequence of technological advancement, or are there paths to a better future? What will happen to business when technology-enabled networks and marketplaces are better at deploying talent than traditional companies? What's the future of education when on-demand learning outperforms traditional institutions? Will the fundamental social safety nets of the developed world survive the transition, and if not, what will replace them? The digital revolution has transformed the world of media, upending centuries-old companies and business models. Now, it is restructuring every business, every job, and every sector of society. Yet the biggest changes are still ahead. To survive, every industry and organization will have to transform itself in multiple ways. O'Reilly explores what the next economy will mean for the world and every aspect of our lives--and what we can do to shape it.

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Carmela LaVigna Coyle,Mike Gordon,Carl Gordon: Do Princesses Scrape Their Knees?

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"When I grow up can I be sporty like you? You can do anything you set your mind to." This is NOT your average big-sister princess! This active princess plays soccer, does yoga, falls on the ice, and scrapes her knobby knees while showing her little brother how to be sporty, too. This charming story helps children see that it's okay to fall down and scrape their knees when trying something new, even when showing off for a sibling. It's the trying and the fun that count. Through belly-flops and missed baskets, our priceless princess discovers that doing your best is all that really matters,even when your little brother is tagging along.

Friendship is a relationship like no other. Unlike the relationships we are born into, we choose our friends. It is also tenuous--we can end a friendship at any time. But should friendship be so free and unconstrained? Although our culture tends to pay more attention to romantic love, marriage, family, and other forms of community, friendship is a genuine love in its own right. This eloquent book reminds us that Scripture and tradition have a high view of friendship. Single Christians, particularly those who are gay and celibate, may find it is a form of love to which they are especially called. - Thousands of RLB sold during first I Spy Lightning in the Sky ebook pdf release In 1989, Bill Porter, having spent much of his life studying and translating Chinese religious and philosophical texts, began to wonder if the Buddhist hermit tradition still existed in China. At the time, it was believed that the Cultural Revolution had dealt a lethal blow to all religions in China, destroying countless temples and shrines, and forcibly returning thousands of monks and nuns to a lay life. But when Porter travels to the Chungnan mountains the historical refuge of ancient hermits he discovers that the hermit tradition is very much alive, as dozens of monks and nuns continue to lead solitary lives in quiet contemplation of their faith deep in the mountains. Part travelogue, part history, part sociology, and part religious study, this record of extraordinary journeys to an unknown China sheds light on a phenomenon unparalleled in the West. Porter s discovery is more than a revelation, and uncovers the glimmer of hope for the future of religion in China."

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Bryan Talbot: Grandville Noel

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With his trusty adjunct, Detective Sergeant Ratzi, away for Christmas, there's no holiday for Detective Inspector LeBrock of Scotland Yard as he embarks on an investigation into the disappearance of his housekeeper's niece, Bunty Spall. The trail leads to a growing religious cult, where a charismatic unicorn messiah and his con men cronies, already responsible for mass murder in the United States, are about to lead a crusade for the ethnic cleansing of the French Empire's doughfaces - the derogatory nickname for humans used by the majority, animal-headed population. Teaming up with Chance Lucas, a gun-slinging operative of the Pinkerton Detective Agency, and reigniting his steamy love affair with the voluptuous Parisian badger prostitute Billie, LeBrock clashes with both cult fanatics and doughface terrorists, uncovering in the process a centuries-old religious conspiracy that threatens to plunge the world into bloody civil war. With Paris in the grip of the mysterious crime lord, Tiberius Koenig, and an increasingly violent backlash by human extremists, can LeBrock stop the seemingly inevitable slide into fascism? What is the secret of the legendary True Gospels? Can he rescue Bunty Spall from the clutches of the strangely hypnotic unicorn named Apollo? But does Bunty want to be saved? And will LeBrock be back in time for Christmas dinner? No badger does it better!

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Kevin Gascoyne,Francois Marchand,Jasmin Desharnais,Hugo Americi,Jonathan Racine: Tea: History, Terroirs, Varieties

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This second edition has improved and refined tasting notes with updated content about non-herbal tea, the plant Camellia sinensis. The book's elegant design is a complete guide to the world's second most popular beverage - only water exceeds tea consumption. The authors own the Camellia Sinensis Tea House in Montreal and travel the world working with growers of the best tea. This book is now clearly the best book on this topic, concise and authoritative with dozens of their own photographs and images of the teas themselves, revealing the surprising variety of colour and opacity of each variety. The book is an escorted tour of the world's tea-growing countries - China, Japan, Taiwan, India, Sri Lanka, Nepal, Vietnam and East Africa. Readers discover how like a fine wine, it is 'terroir', e.g., soil and climate, that gives a tea its unique characteristics. The book includes varieties of black, green, white, yellow, oolong, pu'er, perfumed, aromatic and smoked teas. Other topics include: An overview of the history of tea; Tea families, varieties, cultivars and grades; How tea is grown, harvested and processed; The tea trade worldwide; Timeline of the world history of tea cultivation; Profile interviews with tea industry personalities. The special features legions of tea drinkers will especially enjoy are: Local tastes and methods of preparing tea (e.g. macha); Tea ceremonies; Tasting notes and infusion accessories; Teapot recommendations; Caffeine, antioxidant and biochemical properties of 35 teas; 15 gourmet recipes using tea; A directory of 42 select teas.

Featuring a new spiral binding, the updated ITERS-R offers more practical assistance in the form of additional notes for clarification and an Expanded Score Sheet, which incorporates notes and tables to assist in scoring. However, the items and indicators remain the same as in the original ITERS-R. Designed for Training Your Rottweiler download ebook use in center-based child care programs for infants and toddlers up to 30 months of age, the ITERS-R can be used by program directors for supervision and program improvement, by teaching staff for self-assessment, by agency staff for monitoring, and in teacher training programs. The established reliability and validity of the scale make it particularly useful for research and program evaluation. Convenient organization in seven subscales: Space and Furnishings; Personal Care Routines; Listening and Talking; Activities; Interaction; Program Structure; Parents and Staff.Each of the 39 items is expressed as a 7-point scale with indicators for 1 (inadequate), 3 (minimal), 5 (good), and 7 (excellent). Notes for clarification and questions are included for selected items.An introductory section gives detailed information about the rationale of the ITERS-R, the process of revision, and the reliability and validity of the scale.

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Barbara L McNinch: Training Your Rottweiler

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Titles in the attractive "Training Your Dog " series speak exclusively to the tast of dog training, telling new dog owners what they need to know about the breed they have chosen, while instructing them in humane but effective methods of housebreaking and paper training, basic obedience training, walking on a leash, teaching a dog to obey verbal commands and hand signals, and much more. Each title in this series focuses on the distinctive traits and temperament of a specific breed. Special behavior problems are also covered, with advice on eliminating bad habits that include begging, jumping on visitors, unnecessary barking, and aggressive behavior.

Featuring a new spiral binding, the updated ITERS-R offers more practical assistance in the form of additional notes for clarification and an Expanded Score Sheet, which incorporates notes and tables to assist in scoring. However, the items and indicators remain the same as in the original ITERS-R. Designed for Training Your Rottweiler download ebook use in center-based child care programs for infants and toddlers up to 30 months of age, the ITERS-R can be used by program directors for supervision and program improvement, by teaching staff for self-assessment, by agency staff for monitoring, and in teacher training programs. The established reliability and validity of the scale make it particularly useful for research and program evaluation. Convenient organization in seven subscales: Space and Furnishings; Personal Care Routines; Listening and Talking; Activities; Interaction; Program Structure; Parents and Staff.Each of the 39 items is expressed as a 7-point scale with indicators for 1 (inadequate), 3 (minimal), 5 (good), and 7 (excellent). Notes for clarification and questions are included for selected items.An introductory section gives detailed information about the rationale of the ITERS-R, the process of revision, and the reliability and validity of the scale.

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Kenneth Tynan,Dominic Shellard,Tom Stoppard,Matthew Tynan: Theatre Writings

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Kenneth Tynan was the 20th century's most influential theatre critic. Famous above all for championing the Angry Young Men at the Royal Court and for heralding Brecht, Beckett and Pinter, his writing was itself a 'high-definition performance' - stylish, discerning and scintillatingly witty.

Sandra Hill unleashes her best novel yet. "" - Daily guidance about how to approach your personal, life and relationship challenges--and totally rock them. CHERUB agents are all seventeen and under. They wear skate tees and hemp, and look like regular kids. But they're not. They are trained professionals who are sent out on missions to spy on terrorists and international drug dealers. CHERUB agents hack into computers, bug Theatre Writings free epub entire houses, and download crucial documents. It is a highly dangerous job. For their safety, these agents DO NOT EXIST. James is the latest CHERUB recruit. He and his sister were recently orphaned, and James has been in a lot of trouble. But he is brilliant in math. And CHERUB needs him. After one hundred days, the grueling training period is over. But the adventure has just begun.

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Steve Davies: Red Eagles: America's Secret Migs

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From the mid-1960s until the end of the Cold War, the United States Air Force acquired and flew Russian-made MiG jets, eventually creating a secret squadron dedicated to exposing American fighter pilots to enemy MiGs. In this program, MiGs were secretly acquired and made air-worthy, before selected ace pilots were trained to fly the assets as they were flown by America's enemies. This book tells the fascinating story of the Red Eagles, using recently declassified information and firsthand accounts from the pilots who took part in the program.

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Patricia Briggs: Iron Kissed

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When her former boss and mentor is arrested for murder and left to rot behind bars by his own kind, it's up to shapeshifting car mechanic Mercy Thompson to clear his name, whether he wants her to or not. And she'll have to choose between the two werewolves in her life-whether she wants to or not.

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