Download or read book Pandas Cookbook written by Theodore Petrou and published by Packt Publishing Ltd. This book was released on 2017-10-23 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over 95 hands-on recipes to leverage the power of pandas for efficient scientific computation and data analysis About This Book Use the power of pandas to solve most complex scientific computing problems with ease Leverage fast, robust data structures in pandas to gain useful insights from your data Practical, easy to implement recipes for quick solutions to common problems in data using pandas Who This Book Is For This book is for data scientists, analysts and Python developers who wish to explore data analysis and scientific computing in a practical, hands-on manner. The recipes included in this book are suitable for both novice and advanced users, and contain helpful tips, tricks and caveats wherever necessary. Some understanding of pandas will be helpful, but not mandatory. What You Will Learn Master the fundamentals of pandas to quickly begin exploring any dataset Isolate any subset of data by properly selecting and querying the data Split data into independent groups before applying aggregations and transformations to each group Restructure data into tidy form to make data analysis and visualization easier Prepare real-world messy datasets for machine learning Combine and merge data from different sources through pandas SQL-like operations Utilize pandas unparalleled time series functionality Create beautiful and insightful visualizations through pandas direct hooks to Matplotlib and Seaborn In Detail This book will provide you with unique, idiomatic, and fun recipes for both fundamental and advanced data manipulation tasks with pandas. Some recipes focus on achieving a deeper understanding of basic principles, or comparing and contrasting two similar operations. Other recipes will dive deep into a particular dataset, uncovering new and unexpected insights along the way. The pandas library is massive, and it's common for frequent users to be unaware of many of its more impressive features. The official pandas documentation, while thorough, does not contain many useful examples of how to piece together multiple commands like one would do during an actual analysis. This book guides you, as if you were looking over the shoulder of an expert, through practical situations that you are highly likely to encounter. Many advanced recipes combine several different features across the pandas library to generate results. Style and approach The author relies on his vast experience teaching pandas in a professional setting to deliver very detailed explanations for each line of code in all of the recipes. All code and dataset explanations exist in Jupyter Notebooks, an excellent interface for exploring data.

Download or read book Friend Me written by Sheila M. Averbuch and published by Scholastic Inc.. This book was released on 2020-11-10 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Amazon Best Book of the Month What happens when an online friend becomes a real-life nightmare? Roisin hasn't made a single friend since moving from Ireland to Massachusetts. In fact, she is falling apart under constant abuse from a school bully, Zara. Zara torments Roisin in person and on social media. She makes Roisin the laughingstock of the whole school. Roisin feels utterly alone... until she bonds with Haley online. Finally there's someone who gets her. Haley is smart, strong, and shares anti-mean-girl memes that make Roisin laugh. Together, they are able to imagine what life could look like without Zara. Haley quickly becomes Roisin's lifeline. Then Zara has a painful accident, police investigate, and Roisin panics. Could her chats with Haley look incriminating? Roisin wants Haley to delete her copies of their messages, but when she tries to meet Haley in person, she can't find her anywhere. What's going on? Her best friend would never have lied to her, right? Or is Haley not who she says she is... With twists, turns, and lightning-fast pacing, this is a middle-grade thriller about bullying, revenge, and tech that young readers won't be able to put down.

Download or read book Spin Sucks written by Gini Dietrich and published by Que Publishing. This book was released on 2014-02-20 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unleash Your Secret Weapon for Restoring Trust: Open, Honest Communications! Most PR books tell you how to “spin” your message. People are sick of that! Spin Sucks will teach you how to communicate honestly, responsibly, openly, and authentically…and truly earn the trust of your customers, stakeholders, investors, and communities. Top PR thought leader and blogger Gini Dietrich runs the number one PR blog in the world, spinsucks.com, where she shares cutting-edge tips and tools for effective, ethical communications. Now, she’s integrated all she’s learned into a complete, actionable guide for every business leader who understands there are new rules to communications, but don’t know what to do. No matter what your organization does, Dietrich will help you: Share your story more powerfully—without sex, extortion, or “truth-stretching” Humanize your organization, even if you don’t have outsized personalities Tell the truth, using the best techniques honed by centuries of storytellers Overcome whisper campaigns, anonymous attackers, and trolls Create fresh, honest content that’s compelling to both humans and Google Systematically prepare yourself to engage more successfully online Clarify and close gaps between your message and your customer’s perception Celebrate your brand ambassadors Master seven steps for handling online criticism, and transforming critics into fans Keep others from stealing your great content Learn actionable lessons from others’ successes (and failures) Develop more positive, productive agency (or client) relationships Converge paid, owned, earned, and shared media—and get more value from all of them spinsucks.com

Download or read book Panda Johnson and the Death of the Gods Book 2 written by Harry H Batsford and published by Lulu.com. This book was released on 2018-12-28 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following the tumultuous events of Book One (The Monuments of Panda Johnson), Panda and his ever growing band of friends find themselves marooned on Earth 4.6 traversing foreign land and fending off both new, and old enemies. With Genevieve and Lord Overworn stranded on the same planet, it isn't long before their paths cross again and all hell breaks loose. When Lord Overworn's homeworld is invaded and captured by their mortal enemy, the Malagain, the race is on to find a way home, re-capture Panda and generally be as naughty as possible. Join Panda and friends in their continuing adventures, as they run away in the face of danger, laugh in the face of reality and generally wonder who, in the Twelve Lords of Gorm, they annoyed.

Download or read book Panda Nation written by E. Elena Songster and published by Oxford University Press. This book was released on 2018-03-16 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: A logo on products ranging from chopsticks and toilet paper to cell phones and automobiles, the panda is one of the most ubiquitous images in China and throughout the world. Yet the panda holds little notable historical significance in China. Although it has existed in the territory of present-day China since the Pliocene epoch, its widespread popularity there is not only recent, but almost sudden. In Panda Nation, E. Elena Songster links the emergence of the giant panda as a national symbol to the development of nature protection in the People's Republic of China. The panda's transformation into a national treasure exemplifies China's efforts in the mid-twentieth century to distinguish itself as a nation through government-directed science and popular nationalism. The story of the panda's iconic rise offers a striking reflection of China's recent and dramatic ascent as a nation in global status.

Download or read book The Ugly Animals written by Simon Watt and published by The History Press. This book was released on 2014-08-04 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mother Nature's more aesthetically challenged children have been neglected for too long. The plight of the panda is known the world over because of its teddy-like good looks, but most species are not so lucky. This book, however, aims to shine a light on some of the many ignored and unloved wonders of the animal kingdom. Their hideousness hides their incredible biology and means that we may not have noticed that they need our help. It is time to celebrate the Ugly Animals.

Download or read book American Panda written by Gloria Chao and published by Simon & Schuster Books for Young Readers. This book was released on 2019-07-02 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Weepingly funny.” —The Wall Street Journal “Delightful.” —BuzzFeed “Charmed my socks off.” —David Arnold, New York Times bestselling author of Kids of Appetite and Mosquitoland Four starred reviews for this incisive, laugh-out-loud contemporary debut about a Taiwanese American teen whose parents want her to be a doctor and marry a Taiwanese Ivy Leaguer despite her squeamishness with germs and crush on a Japanese classmate. At seventeen, Mei should be in high school, but skipping fourth grade was part of her parents’ master plan. Now a freshman at MIT, she is on track to fulfill the rest of this predetermined future: become a doctor, marry a preapproved Taiwanese Ivy Leaguer, produce a litter of babies. With everything her parents have sacrificed to make her cushy life a reality, Mei can’t bring herself to tell them the truth—that she (1) hates germs, (2) falls asleep in biology lectures, and (3) has a crush on her classmate Darren Takahashi, who is decidedly not Taiwanese. But when Mei reconnects with her brother, Xing, who is estranged from the family for dating the wrong woman, Mei starts to wonder if all the secrets are truly worth it. Can she find a way to be herself, whoever that is, before her web of lies unravels? From debut author Gloria Chao comes a hilarious, heartfelt tale of how, unlike the panda, life isn’t always so black and white.

Download or read book The Lady and the Panda written by Vicki Croke and published by Random House. This book was released on 2009-03-25 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here is the astonishing true story of Ruth Harkness, the Manhattan bohemian socialite who, against all but impossible odds, trekked to Tibet in 1936 to capture the most mysterious animal of the day: a bear that had for countless centuries lived in secret in the labyrinth of lonely cold mountains. In The Lady and the Panda, Vicki Constantine Croke gives us the remarkable account of Ruth Harkness and her extraordinary journey, and restores Harkness to her rightful place along with Sacajawea, Nellie Bly, and Amelia Earhart as one of the great woman adventurers of all time. Ruth was the toast of 1930s New York, a dress designer newly married to a wealthy adventurer, Bill Harkness. Just weeks after their wedding, however, Bill decamped for China in hopes of becoming the first Westerner to capture a giant panda–an expedition on which many had embarked and failed miserably. Bill was also to fail in his quest, dying horribly alone in China and leaving his widow heartbroken and adrift. And so Ruth made the fateful decision to adopt her husband’s dream as her own and set off on the adventure of a lifetime. It was not easy. Indeed, everything was against Ruth Harkness. In decadent Shanghai, the exclusive fraternity of white male explorers patronized her, scorned her, and joked about her softness, her lack of experience and money. But Ruth ignored them, organizing, outfitting, and leading a bare-bones campaign into the majestic but treacherous hinterlands where China borders Tibet. As her partner she chose Quentin Young, a twenty-two-year-old Chinese explorer as unconventional as she was, who would join her in a romance as torrid as it was taboo. Traveling across some of the toughest terrain in the world–nearly impenetrable bamboo forests, slick and perilous mountain slopes, and boulder-strewn passages–the team raced against a traitorous rival, and was constantly threatened by hordes of bandits and hostile natives. The voyage took months to complete and cost Ruth everything she had. But when, almost miraculously, she returned from her journey with a baby panda named Su Lin in her arms, the story became an international sensation and made the front pages of newspapers around the world. No animal in history had gotten such attention. And Ruth Harkness became a hero. Drawing extensively on American and Chinese sources, including diaries, scores of interviews, and previously unseen intimate letters from Ruth Harkness, Vicki Constantine Croke has fashioned a captivating and richly textured narrative about a woman ahead of her time. Part Myrna Loy, part Jane Goodall, by turns wisecracking and poetic, practical and spiritual, Ruth Harkness is a trailblazing figure. And her story makes for an unforgettable, deeply moving adventure.

Download or read book The Secret Science of Magic written by Melissa Keil and published by Holiday House. This book was released on 2018-03-20 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Seventeen-year-old Sophia is a math genius, so surely she'll be on easy street after graduation. Except she's just learned child prodigies become either smash hits or total meltdowns after high school. Now with her BFF sending off college applications, Sophia's feeling the pressure to lock down her own future before she's left in the dust. But when mysterious playing cards keep turning up inside her textbooks, she's really thrown off course. Joshua is Sophia's classmate: adorkable, charmingly carefree, and an amateur magician. He's crushed on Sophia for as long as he can remember. With a ton of romantic gestures up his sleeve, Joshua thinks now is the perfect time to tell Sophia how he feels. He doesn't know how very wrong he is. Told in a dual narrative, this opposites-attract, young adult rom-com offers plenty of laughs as Joshua stumbles again and again to impress the most skeptical audience that magic has ever met: Sophia. But if Joshua truly cares for her, first he'll have to work on his timing and meet Sophia halfway. It'll take a scientific feat of magic to dazzle and bewilder the smartest girl at school.

Download or read book The Monuments of Panda Johnson Book 1 written by Harry H Batsford and published by Lulu.com. This book was released on 2018-12-27 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: Panda, a burger flipping alien, is cast into a battle of the relatively good Vs frustrated evil. Follow him and his five friends as they are transported through time and space. Meet Bob, the bored Jellyfish God...

Download or read book Panda Taoist Priest written by Bu JiDaiDeZongZi and published by Funstory. This book was released on 2020-05-17 with total page 645 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chu Xiong, a tomb robbing expert had accidentally traveled to a bear in another world. People have their own convenience, bears have their convenience. A man was no ordinary man. A bear was naturally no ordinary bear. This is a bear, a story of cultivation...

Download or read book My Father The Panda Killer written by Jamie Jo Hoang and published by Crown Books for Young Readers. This book was released on 2023-08-29 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: A poignant coming-of-age story told in two alternating voices: a California teenager railing against the Vietnamese culture, juxtaposed with her father as an eleven-year-old boat person on a harrowing and traumatic refugee journey from Vietnam to the United States. “A profoundly moving, achingly resonant story of love, family, and coming of age amid the lingering echoes of war; a luminous tapestry woven from the many threads of American dreams.” ―Jeff Zentner, award-winning author of The Serpent King and In the Wild Light San Jose, 1999. Jane knows her Vietnamese dad can’t control his temper. Lost in a stupid daydream, she forgot to pick up her seven-year-old brother, Paul, from school. Inside their home, she hands her dad the stick he hits her with. This is how it’s always been. She deserves this. Not because she forgot to pick up Paul, but because at the end of the summer she’s going to leave him when she goes away to college. As Paul retreats inward, Jane realizes she must explain where their dad’s anger comes from. The problem is, she doesn’t quite understand it herself. Đà Nẵng, 1975. Phúc (pronounced /fo͞ok/, rhymes with duke) is eleven the first time his mother walks him through a field of mines he’s always been warned never to enter. Guided by cracks of moonlight, Phúc moves past fallen airplanes and battle debris to a refugee boat. But before the sun even has a chance to rise, more than half the people aboard will perish. This is only the beginning of Phúc’s perilous journey across the Pacific, which will be fraught with Thai pirates, an unrelenting ocean, starvation, hallucination, and the unfortunate murder of a panda. Told in the alternating voices of Jane and Phúc, My Father, The Panda Killer is an unflinching story about war and its impact across multiple generations, and how one American teenager forges a path toward accepting her heritage and herself.

Download or read book The Panda Theory Shocking hilarious and poignant noir written by Pascal Garnier and published by Gallic Books. This book was released on 2012-03-12 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: In The Panda Theory, from the 'slyly funny' [Sunday Times] Pascal Garnier, a newcomer's benign appearance is shattered by the secrets of his past. 'Action-packed' The Telegraph Gabriel is a stranger in a small Breton town. Nobody knows where he came from or why he's here. Yet his small acts of kindness, and exceptional cooking, quickly earn him acceptance from the locals. His new friends grow fond of Gabriel, who seems as reserved and benign as the toy panda he wins at the funfair. But unlike Gabriel, the fluffy toy is not haunted by his past...

Download or read book Eats Shoots Leaves written by Lynne Truss and published by Penguin. This book was released on 2004-04-12 with total page 119 pages. Available in PDF, EPUB and Kindle. Book excerpt: We all know the basics of punctuation. Or do we? A look at most neighborhood signage tells a different story. Through sloppy usage and low standards on the internet, in email, and now text messages, we have made proper punctuation an endangered species. In Eats, Shoots & Leaves, former editor Lynne Truss dares to say, in her delightfully urbane, witty, and very English way, that it is time to look at our commas and semicolons and see them as the wonderful and necessary things they are. This is a book for people who love punctuation and get upset when it is mishandled. From the invention of the question mark in the time of Charlemagne to George Orwell shunning the semicolon, this lively history makes a powerful case for the preservation of a system of printing conventions that is much too subtle to be mucked about with.

Download or read book Marketing in the Round written by Gini Dietrich and published by Que Publishing. This book was released on 2012-04-24 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drive more value from all your marketing and communications channels--together! Demolish your silos and sync all your messaging, strategies, and tactics (really!). Optimize every medium and platform, from iPad and Facebook to TV and direct. This book is a must-read for every senior marketing, communications, and PR decision-maker. It’s not about social media. Or new (or old) media. It’s about results—and there’s only one way to get results. You must finally bite the bullet, tear down your silos, and integrate all your marketing and communications. That’s how you choose the best platforms and messages for each customer. That’s how you make research and metrics work. That’s how you overcome today’s insane levels of complexity and clutter. You’re thinking: Oh, that’s all I need to do? “Just” integrate my whole organization? Are you nuts? No. We’re not. It can be done. This book’s authors have done it. They’ve shown others how to do it. And now they’re going to show you. Step by step. Strategy. Tactics. Research. Metrics. Culture. Social. Mobile. Direct. Broadcast. Print. All of it. With you, the marketing/communications decision-maker, right at the center...right where you belong! Even now, organizational silos prevent most companies from conversing coherently with customers, delivering the right targeted messages, and building real synergies across all their marketing and communications programs. Now, Gini Dietrich and Geoff Livingston show how to finally break down those silos, bridging traditional and newer disciplines to drive more value from all of them. You’ll learn how to create a flexible marketing hub with integrated spokes including sales, PR, advertising, customer service, HR, social media, and the executive team. Then, you’ll learn how to use your hub to speak cohesively with each customer through the tools and platforms that deliver the best results at the lowest cost. Dietrich and Livingston guide you through hands-on strategic planning, illustrating key points with real case studies and offering practical exercises for applying their principles. You’ll learn how to perform baseline analyses of media from iPad apps to radio, optimize resource allocation, change culture to overcome siloed behavior, use measurement to clear away obstacles, and gain more value from every marketing investment you make. Pull it all together--finally! How to successfully integrate your tactics, tools, messages, and teams Better goals, better results: beyond “SMART” to “SMARTER” Specific, measurable, attainable, relevant, time-bound, evaluate, and reevaluate Better listening: stakeholders, customers, and research that works How to make sure you hear what really matters Four powerful ways to market in the round When to go direct, come from above, use the groundswell, or execute flanking maneuvers

Download or read book Recruiting Retaining and Promoting Culturally Different Employees written by Lionel Laroche and published by Routledge. This book was released on 2007-02-07 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: The USA and Canada welcomes every year significant numbers of immigrant professionals who have high levels of formal education (Bachelors, Masters and Ph.D.) as well as extensive experience; yet a significant fraction of these immigrants are unemployed or underemployed. The purpose of this book is to help US and Canadian organizations make full use of the significant human capital that immigrants represent. This book will help organizations: • Modify their recruitment and selection process to avoid rejecting culturally different candidates for reasons that are not related to their ability to do the job • Develop and promote culturally diverse employees to ensure that they retain and capitalize on the new ideas that these employees bring Highly- practical the book is divided into two parts:- • The first part focuses on the recruiting process. It takes readers through the recruiting process used by most organizations and examines why cultural differences can throw this process off . The discussion is framed by an introduction explaining what cultural differences are and a description of cross-cultural communication issues and suggested solutions. • The second part examines the retention and promotion of culturally different employees. The turnover of culturally different people is often higher than average and they are proportionately less represented in the higher echelons of large organizations. The work examines the root causes of these issues and proposes solutions that individuals and organizations can implement.

Download or read book Naga Cults and Traditions in the Western Himalaya written by Omacanda Hāṇḍā and published by Indus Publishing. This book was released on 2004 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Detailed And Comprehensive Study On Snake Cults And Traditions In Western Himalayas-Traces The Genesis Of Snake Cults Among Pre-Historic Committies Of North Indian Mainland-How It Spread To Western Himalayas. 8 Chapters-4 Appendices-Bibliography-Index-75 Illustrations Mainly In Colour With Some In Black And White.