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Bunny

Author : Mona Awad
Publisher : Penguin
ISBN 13 : 0525559744
Total Pages : 311 pages
Book Rating : 4.5/5 (255 download)

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Book Synopsis Bunny by : Mona Awad

Download or read book Bunny written by Mona Awad and published by Penguin. This book was released on 2019-06-11 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: NATIONAL BESTSELLER Soon to be a major motion picture "Jon Swift + Witches of Eastwick + Kelly 'Get In Trouble' Link + Mean Girls + Creative Writing Degree Hell! No punches pulled, no hilarities dodged, no meme unmangled! O Bunny you are sooo genius!" —Margaret Atwood, via Twitter "A wild, audacious and ultimately unforgettable novel." —Michael Schaub, Los Angeles Times "Awad is a stone-cold genius." —Ann Bauer, The Washington Post The Vegetarian meets Heathers in this darkly funny, seductively strange novel from the acclaimed author of 13 Ways of Looking at a Fat Girl and Rouge "We were just these innocent girls in the night trying to make something beautiful. We nearly died. We very nearly did, didn't we?" Samantha Heather Mackey couldn't be more of an outsider in her small, highly selective MFA program at New England's Warren University. A scholarship student who prefers the company of her dark imagination to that of most people, she is utterly repelled by the rest of her fiction writing cohort--a clique of unbearably twee rich girls who call each other "Bunny," and seem to move and speak as one. But everything changes when Samantha receives an invitation to the Bunnies' fabled "Smut Salon," and finds herself inexplicably drawn to their front door--ditching her only friend, Ava, in the process. As Samantha plunges deeper and deeper into the Bunnies' sinister yet saccharine world, beginning to take part in the ritualistic off-campus "Workshop" where they conjure their monstrous creations, the edges of reality begin to blur. Soon, her friendships with Ava and the Bunnies will be brought into deadly collision. The spellbinding new novel from one of our most fearless chroniclers of the female experience, Bunny is a down-the-rabbit-hole tale of loneliness and belonging, friendship and desire, and the fantastic and terrible power of the imagination. Named a Best Book of 2019 by TIME, Vogue, Electric Literature, and The New York Public Library

App Empire

Author : Chad Mureta
Publisher : John Wiley & Sons
ISBN 13 : 111810787X
Total Pages : 228 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis App Empire by : Chad Mureta

Download or read book App Empire written by Chad Mureta and published by John Wiley & Sons. This book was released on 2012-03-27 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to building wealth by designing, creating, and marketing a successful app across any platform Chad Mureta has made millions starting and running his own successful app business, and now he explains how you can do it, too, in this non-technical, easy-to-follow guide. App Empire provides the confidence and the tools necessary for taking the next step towards financial success and freedom. The book caters to many platforms including iPhone, iPad, Android, and BlackBerry. This book includes real-world examples to inspire those who are looking to cash in on the App gold rush. Learn how to set up your business so that it works while you don't, and turn a simple idea into a passive revenue stream. Discover marketing strategies that few developers know and/or use Learn the success formula for getting thousands of downloads a day for one App Learn the secret to why some Apps get visibility while others don't Get insights to help you understand the App store market App Empire delivers advice on the most essential things you must do in order to achieve success with an app. Turn your simple app idea into cash flow today!

Verity

Author : Colleen Hoover
Publisher : Grand Central Publishing
ISBN 13 : 153872474X
Total Pages : 295 pages
Book Rating : 4.5/5 (387 download)

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Book Synopsis Verity by : Colleen Hoover

Download or read book Verity written by Colleen Hoover and published by Grand Central Publishing. This book was released on 2021-10-05 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whose truth is the lie? Stay up all night reading the sensational psychological thriller that has readers obsessed, from the #1 New York Times bestselling author of Too Late and It Ends With Us. #1 New York Times Bestseller · USA Today Bestseller · Globe and Mail Bestseller · Publishers Weekly Bestseller Lowen Ashleigh is a struggling writer on the brink of financial ruin when she accepts the job offer of a lifetime. Jeremy Crawford, husband of bestselling author Verity Crawford, has hired Lowen to complete the remaining books in a successful series his injured wife is unable to finish. Lowen arrives at the Crawford home, ready to sort through years of Verity’s notes and outlines, hoping to find enough material to get her started. What Lowen doesn’t expect to uncover in the chaotic office is an unfinished autobiography Verity never intended for anyone to read. Page after page of bone-chilling admissions, including Verity's recollection of the night her family was forever altered. Lowen decides to keep the manuscript hidden from Jeremy, knowing its contents could devastate the already grieving father. But as Lowen’s feelings for Jeremy begin to intensify, she recognizes all the ways she could benefit if he were to read his wife’s words. After all, no matter how devoted Jeremy is to his injured wife, a truth this horrifying would make it impossible for him to continue loving her.

Ditch That Textbook

Author : Matt Miller
Publisher :
ISBN 13 : 9781946444257
Total Pages : 240 pages
Book Rating : 4.4/5 (442 download)

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Book Synopsis Ditch That Textbook by : Matt Miller

Download or read book Ditch That Textbook written by Matt Miller and published by . This book was released on 2015-04-13 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Textbooks are symbols of centuries-old education. They're often outdated as soon as they hit students' desks. Acting "by the textbook" implies compliance and a lack of creativity. It's time to ditch those textbooks--and those textbook assumptions about learning In Ditch That Textbook, teacher and blogger Matt Miller encourages educators to throw out meaningless, pedestrian teaching and learning practices. He empowers them to evolve and improve on old, standard, teaching methods. Ditch That Textbook is a support system, toolbox, and manifesto to help educators free their teaching and revolutionize their classrooms.

Five Feet Apart

Author : Rachael Lippincott
Publisher : Simon & Schuster Books for Young Readers
ISBN 13 : 1534451560
Total Pages : 288 pages
Book Rating : 4.5/5 (344 download)

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Book Synopsis Five Feet Apart by : Rachael Lippincott

Download or read book Five Feet Apart written by Rachael Lippincott and published by Simon & Schuster Books for Young Readers. This book was released on 2019-02-05 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Also a major motion picture starring Cole Sprouse and Haley Lu Richardson! Goodreads Choice Winner, Best Young Adult Fiction of 2019 In this #1 New York Times bestselling novel that’s perfect for fans of John Green’s The Fault in Our Stars, two teens fall in love with just one minor complication—they can’t get within a few feet of each other without risking their lives. Can you love someone you can never touch? Stella Grant likes to be in control—even though her totally out of control lungs have sent her in and out of the hospital most of her life. At this point, what Stella needs to control most is keeping herself away from anyone or anything that might pass along an infection and jeopardize the possibility of a lung transplant. Six feet apart. No exceptions. The only thing Will Newman wants to be in control of is getting out of this hospital. He couldn’t care less about his treatments, or a fancy new clinical drug trial. Soon, he’ll turn eighteen and then he’ll be able to unplug all these machines and actually go see the world, not just its hospitals. Will’s exactly what Stella needs to stay away from. If he so much as breathes on Stella, she could lose her spot on the transplant list. Either one of them could die. The only way to stay alive is to stay apart. But suddenly six feet doesn’t feel like safety. It feels like punishment. What if they could steal back just a little bit of the space their broken lungs have stolen from them? Would five feet apart really be so dangerous if it stops their hearts from breaking too?

The Artist's Way

Author : Julia Cameron
Publisher : Penguin
ISBN 13 : 1101156880
Total Pages : 295 pages
Book Rating : 4.1/5 (11 download)

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Book Synopsis The Artist's Way by : Julia Cameron

Download or read book The Artist's Way written by Julia Cameron and published by Penguin. This book was released on 2002-03-04 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: "With its gentle affirmations, inspirational quotes, fill-in-the-blank lists and tasks — write yourself a thank-you letter, describe yourself at 80, for example — The Artist’s Way proposes an egalitarian view of creativity: Everyone’s got it."—The New York Times "Morning Pages have become a household name, a shorthand for unlocking your creative potential"—Vogue Over four million copies sold! Since its first publication, The Artist's Way phenomena has inspired the genius of Elizabeth Gilbert and millions of readers to embark on a creative journey and find a deeper connection to process and purpose. Julia Cameron's novel approach guides readers in uncovering problems areas and pressure points that may be restricting their creative flow and offers techniques to free up any areas where they might be stuck, opening up opportunities for self-growth and self-discovery. The program begins with Cameron’s most vital tools for creative recovery – The Morning Pages, a daily writing ritual of three pages of stream-of-conscious, and The Artist Date, a dedicated block of time to nurture your inner artist. From there, she shares hundreds of exercises, activities, and prompts to help readers thoroughly explore each chapter. She also offers guidance on starting a “Creative Cluster” of fellow artists who will support you in your creative endeavors. A revolutionary program for personal renewal, The Artist's Way will help get you back on track, rediscover your passions, and take the steps you need to change your life.

The Gorillaz Art Book

Author : Gorillaz
Publisher : Z2 Comics
ISBN 13 : 9781954928008
Total Pages : 306 pages
Book Rating : 4.9/5 (28 download)

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Book Synopsis The Gorillaz Art Book by : Gorillaz

Download or read book The Gorillaz Art Book written by Gorillaz and published by Z2 Comics. This book was released on 2022-04-26 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Gorillaz Art Book is here! Featuring brand new artwork by Jamie Hewlett, who has invited more than 40 creators to offer new interpretations of 2D, Murdoc Niccals, Noodle, and Russel Hobbs in one expansive volume of original artwork. Contributing artists include Ruff Mercy, Kim Jung Gi, Robert Smith, Kerbscrawler Ghost, Robert Valley, Craig McCracken and Tim McCourt & Max Taylor. Celebrating 20 years of Gorillaz, this latest Z2 partnership sees Hewlett expand the band’s collaborative vision to fellow visual artists in The Gorillaz Art Book, a stunning visual feast of 288 pages.

Natural Language Processing with Transformers, Revised Edition

Author : Lewis Tunstall
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1098136764
Total Pages : 409 pages
Book Rating : 4.0/5 (981 download)

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Book Synopsis Natural Language Processing with Transformers, Revised Edition by : Lewis Tunstall

Download or read book Natural Language Processing with Transformers, Revised Edition written by Lewis Tunstall and published by "O'Reilly Media, Inc.". This book was released on 2022-05-26 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book -now revised in full color- shows you how to train and scale these large models using Hugging Face Transformers, a Python-based deep learning library. Transformers have been used to write realistic news stories, improve Google Search queries, and even create chatbots that tell corny jokes. In this guide, authors Lewis Tunstall, Leandro von Werra, and Thomas Wolf, among the creators of Hugging Face Transformers, use a hands-on approach to teach you how transformers work and how to integrate them in your applications. You'll quickly learn a variety of tasks they can help you solve. Build, debug, and optimize transformer models for core NLP tasks, such as text classification, named entity recognition, and question answering Learn how transformers can be used for cross-lingual transfer learning Apply transformers in real-world scenarios where labeled data is scarce Make transformer models efficient for deployment using techniques such as distillation, pruning, and quantization Train transformers from scratch and learn how to scale to multiple GPUs and distributed environments

Reading in the Wild

Author : Donalyn Miller
Publisher : John Wiley & Sons
ISBN 13 : 047090030X
Total Pages : 310 pages
Book Rating : 4.4/5 (79 download)

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Book Synopsis Reading in the Wild by : Donalyn Miller

Download or read book Reading in the Wild written by Donalyn Miller and published by John Wiley & Sons. This book was released on 2013-11-04 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Reading in the Wild, reading expert Donalyn Miller continues the conversation that began in her bestselling book, The Book Whisperer. While The Book Whisperer revealed the secrets of getting students to love reading, Reading in the Wild, written with reading teacher Susan Kelley, describes how to truly instill lifelong "wild" reading habits in our students. Based, in part, on survey responses from adult readers as well as students, Reading in the Wild offers solid advice and strategies on how to develop, encourage, and assess five key reading habits that cultivate a lifelong love of reading. Also included are strategies, lesson plans, management tools, and comprehensive lists of recommended books. Copublished with Editorial Projects in Education, publisher of Education Week and Teacher magazine, Reading in the Wild is packed with ideas for helping students build capacity for a lifetime of "wild" reading. "When the thrill of choice reading starts to fade, it's time to grab Reading in the Wild. This treasure trove of resources and management techniques will enhance and improve existing classroom systems and structures." —Cris Tovani, secondary teacher, Cherry Creek School District, Colorado, consultant, and author of Do I Really Have to Teach Reading? "With Reading in the Wild, Donalyn Miller gives educators another important book. She reminds us that creating lifelong readers goes far beyond the first step of putting good books into kids' hands." —Franki Sibberson, third-grade teacher, Dublin City Schools, Dublin, Ohio, and author of Beyond Leveled Books "Reading in the Wild, along with the now legendary The Book Whisperer, constitutes the complete guide to creating a stimulating literature program that also gets students excited about pleasure reading, the kind of reading that best prepares students for understanding demanding academic texts. In other words, Donalyn Miller has solved one of the central problems in language education." —Stephen Krashen, professor emeritus, University of Southern California

R Markdown

Author : Yihui Xie
Publisher : CRC Press
ISBN 13 : 0429782969
Total Pages : 307 pages
Book Rating : 4.4/5 (297 download)

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Book Synopsis R Markdown by : Yihui Xie

Download or read book R Markdown written by Yihui Xie and published by CRC Press. This book was released on 2018-07-27 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: R Markdown: The Definitive Guide is the first official book authored by the core R Markdown developers that provides a comprehensive and accurate reference to the R Markdown ecosystem. With R Markdown, you can easily create reproducible data analysis reports, presentations, dashboards, interactive applications, books, dissertations, websites, and journal articles, while enjoying the simplicity of Markdown and the great power of R and other languages. In this book, you will learn Basics: Syntax of Markdown and R code chunks, how to generate figures and tables, and how to use other computing languages Built-in output formats of R Markdown: PDF/HTML/Word/RTF/Markdown documents and ioslides/Slidy/Beamer/PowerPoint presentations Extensions and applications: Dashboards, Tufte handouts, xaringan/reveal.js presentations, websites, books, journal articles, and interactive tutorials Advanced topics: Parameterized reports, HTML widgets, document templates, custom output formats, and Shiny documents. Yihui Xie is a software engineer at RStudio. He has authored and co-authored several R packages, including knitr, rmarkdown, bookdown, blogdown, shiny, xaringan, and animation. He has published three other books, Dynamic Documents with R and knitr, bookdown: Authoring Books and Technical Documents with R Markdown, and blogdown: Creating Websites with R Markdown. J.J. Allaire is the founder of RStudio and the creator of the RStudio IDE. He is an author of several packages in the R Markdown ecosystem including rmarkdown, flexdashboard, learnr, and radix. Garrett Grolemund is the co-author of R for Data Science and author of Hands-On Programming with R. He wrote the lubridate R package and works for RStudio as an advocate who trains engineers to do data science with R and the Tidyverse.

Because Internet

Author : Gretchen McCulloch
Publisher : Penguin
ISBN 13 : 0735210942
Total Pages : 337 pages
Book Rating : 4.7/5 (352 download)

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Book Synopsis Because Internet by : Gretchen McCulloch

Download or read book Because Internet written by Gretchen McCulloch and published by Penguin. This book was released on 2020-07-21 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: AN INSTANT NEW YORK TIMES BESTSELLER!! Named a Best Book of 2019 by TIME, Amazon, and The Washington Post A Wired Must-Read Book of Summer “Gretchen McCulloch is the internet’s favorite linguist, and this book is essential reading. Reading her work is like suddenly being able to see the matrix.” —Jonny Sun, author of everyone's a aliebn when ur a aliebn too Because Internet is for anyone who's ever puzzled over how to punctuate a text message or wondered where memes come from. It's the perfect book for understanding how the internet is changing the English language, why that's a good thing, and what our online interactions reveal about who we are. Language is humanity's most spectacular open-source project, and the internet is making our language change faster and in more interesting ways than ever before. Internet conversations are structured by the shape of our apps and platforms, from the grammar of status updates to the protocols of comments and @replies. Linguistically inventive online communities spread new slang and jargon with dizzying speed. What's more, social media is a vast laboratory of unedited, unfiltered words where we can watch language evolve in real time. Even the most absurd-looking slang has genuine patterns behind it. Internet linguist Gretchen McCulloch explores the deep forces that shape human language and influence the way we communicate with one another. She explains how your first social internet experience influences whether you prefer "LOL" or "lol," why ~sparkly tildes~ succeeded where centuries of proposals for irony punctuation had failed, what emoji have in common with physical gestures, and how the artfully disarrayed language of animal memes like lolcats and doggo made them more likely to spread.

Blood Meridian

Author : Cormac McCarthy
Publisher : Vintage
ISBN 13 : 0307762521
Total Pages : 349 pages
Book Rating : 4.3/5 (77 download)

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Book Synopsis Blood Meridian by : Cormac McCarthy

Download or read book Blood Meridian written by Cormac McCarthy and published by Vintage. This book was released on 2010-08-11 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: 25th ANNIVERSARY EDITION • From the bestselling author of The Passenger and the Pulitzer Prize–winning novel The Road: an epic novel of the violence and depravity that attended America's westward expansion, brilliantly subverting the conventions of the Western novel and the mythology of the Wild West. Based on historical events that took place on the Texas-Mexico border in the 1850s, Blood Meridian traces the fortunes of the Kid, a fourteen-year-old Tennesseean who stumbles into the nightmarish world where Indians are being murdered and the market for their scalps is thriving. Look for Cormac McCarthy's latest bestselling novels, The Passenger and Stella Maris.

I Am Not Your Perfect Mexican Daughter

Author : Erika L. Sánchez
Publisher : Knopf Books for Young Readers
ISBN 13 : 1524700509
Total Pages : 352 pages
Book Rating : 4.5/5 (247 download)

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Book Synopsis I Am Not Your Perfect Mexican Daughter by : Erika L. Sánchez

Download or read book I Am Not Your Perfect Mexican Daughter written by Erika L. Sánchez and published by Knopf Books for Young Readers. This book was released on 2017-10-17 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: National Book Award Finalist! Instant New York Times Bestseller! The Absolutely True Diary of a Part-Time Indian meets Jane the Virgin in this poignant but often laugh-out-loud funny contemporary YA about losing a sister and finding yourself amid the pressures, expectations, and stereotypes of growing up in a Mexican-American home. Perfect Mexican daughters do not go away to college. And they do not move out of their parents’ house after high school graduation. Perfect Mexican daughters never abandon their family. But Julia is not your perfect Mexican daughter. That was Olga’s role. Then a tragic accident on the busiest street in Chicago leaves Olga dead and Julia left behind to reassemble the shattered pieces of her family. And no one seems to acknowledge that Julia is broken, too. Instead, her mother seems to channel her grief into pointing out every possible way Julia has failed. But it’s not long before Julia discovers that Olga might not have been as perfect as everyone thought. With the help of her best friend Lorena, and her first love, first everything boyfriend Connor, Julia is determined to find out. Was Olga really what she seemed? Or was there more to her sister’s story? And either way, how can Julia even attempt to live up to a seemingly impossible ideal? “Alive and crackling—a gritty tale wrapped in a page-turner. ”—The New York Times “Unique and fresh.” —Entertainment Weekly “A standout.” —NPR

This Is Not a Love Scene

Author : S. C. Megale
Publisher : St. Martin's Griffin
ISBN 13 : 1250190509
Total Pages : 286 pages
Book Rating : 4.2/5 (51 download)

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Book Synopsis This Is Not a Love Scene by : S. C. Megale

Download or read book This Is Not a Love Scene written by S. C. Megale and published by St. Martin's Griffin. This book was released on 2019-05-07 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This Is Not A Love Scene rings brilliantly true from the first page to the last." —David Baldacci, #1 New York Times bestselling author Funny, emotional, and refreshingly honest, S.C. Megale’s This is Not a Love Scene is for anyone who can relate to feeling different while navigating the terrifying and thrilling waters of first love. Lights, camera—all Maeve needs is action. But at eighteen, a rare form of muscular dystrophy usually stands in the way of romance. She's got her friends, her humor, and a passion for filmmaking to keep her focus off consistent rejection...and the hot older guy starring in her senior film project. Tall, bearded, and always swaying, Cole Stone is everything Maeve can't be. And she likes it. Between takes, their chemistry is shockingly electric. Suddenly, Maeve gets a taste of typical teenage dating life, but girls in wheelchairs don’t get the hot guy—right? Cole’s attention challenges everything she once believed about her self-image and hopes for love. But figuring this out, both emotionally and physically, won't be easy for either of them. Maeve must choose between what she needs and what she wants, while Cole has a tendency to avoid decisions altogether. And the future might not wait for either.

Debugging Teams

Author : Brian W. Fitzpatrick
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491932511
Total Pages : 190 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Debugging Teams by : Brian W. Fitzpatrick

Download or read book Debugging Teams written by Brian W. Fitzpatrick and published by "O'Reilly Media, Inc.". This book was released on 2015-10-13 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the course of their 20+-year engineering careers, authors Brian Fitzpatrick and Ben Collins-Sussman have picked up a treasure trove of wisdom and anecdotes about how successful teams work together. Their conclusion? Even among people who have spent decades learning the technical side of their jobs, most haven’t really focused on the human component. Learning to collaborate is just as important to success. If you invest in the "soft skills" of your job, you can have a much greater impact for the same amount of effort. The authors share their insights on how to lead a team effectively, navigate an organization, and build a healthy relationship with the users of your software. This is valuable information from two respected software engineers whose popular series of talks—including "Working with Poisonous People"—has attracted hundreds of thousands of followers.

Dear Data

Author : Giorgia Lupi
Publisher : Chronicle Books
ISBN 13 : 1616895462
Total Pages : 304 pages
Book Rating : 4.6/5 (168 download)

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Book Synopsis Dear Data by : Giorgia Lupi

Download or read book Dear Data written by Giorgia Lupi and published by Chronicle Books. This book was released on 2016-09-13 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Equal parts mail art, data visualization, and affectionate correspondence, Dear Data celebrates "the infinitesimal, incomplete, imperfect, yet exquisitely human details of life," in the words of Maria Popova (Brain Pickings), who introduces this charming and graphically powerful book. For one year, Giorgia Lupi, an Italian living in New York, and Stefanie Posavec, an American in London, mapped the particulars of their daily lives as a series of hand-drawn postcards they exchanged via mail weekly—small portraits as full of emotion as they are data, both mundane and magical. Dear Data reproduces in pinpoint detail the full year's set of cards, front and back, providing a remarkable portrait of two artists connected by their attention to the details of their lives—including complaints, distractions, phone addictions, physical contact, and desires. These details illuminate the lives of two remarkable young women and also inspire us to map our own lives, including specific suggestions on what data to draw and how. A captivating and unique book for designers, artists, correspondents, friends, and lovers everywhere.

Hands-On Data Analysis with Pandas

Author : Stefanie Molin
Publisher : Packt Publishing Ltd
ISBN 13 : 1800565917
Total Pages : 788 pages
Book Rating : 4.8/5 (5 download)

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Book Synopsis Hands-On Data Analysis with Pandas by : Stefanie Molin

Download or read book Hands-On Data Analysis with Pandas written by Stefanie Molin and published by Packt Publishing Ltd. This book was released on 2021-04-29 with total page 788 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get to grips with pandas by working with real datasets and master data discovery, data manipulation, data preparation, and handling data for analytical tasks Key Features Perform efficient data analysis and manipulation tasks using pandas 1.x Apply pandas to different real-world domains with the help of step-by-step examples Make the most of pandas as an effective data exploration tool Book DescriptionExtracting valuable business insights is no longer a ‘nice-to-have’, but an essential skill for anyone who handles data in their enterprise. Hands-On Data Analysis with Pandas is here to help beginners and those who are migrating their skills into data science get up to speed in no time. This book will show you how to analyze your data, get started with machine learning, and work effectively with the Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will learn how to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding chapters, you will explore some applications of anomaly detection, regression, clustering, and classification using scikit-learn to make predictions based on past data. This updated edition will equip you with the skills you need to use pandas 1.x to efficiently perform various data manipulation tasks, reliably reproduce analyses, and visualize your data for effective decision making – valuable knowledge that can be applied across multiple domains.What you will learn Understand how data analysts and scientists gather and analyze data Perform data analysis and data wrangling using Python Combine, group, and aggregate data from multiple sources Create data visualizations with pandas, matplotlib, and seaborn Apply machine learning algorithms to identify patterns and make predictions Use Python data science libraries to analyze real-world datasets Solve common data representation and analysis problems using pandas Build Python scripts, modules, and packages for reusable analysis code Who this book is for This book is for data science beginners, data analysts, and Python developers who want to explore each stage of data analysis and scientific computing using a wide range of datasets. Data scientists looking to implement pandas in their machine learning workflow will also find plenty of valuable know-how as they progress. You’ll find it easier to follow along with this book if you have a working knowledge of the Python programming language, but a Python crash-course tutorial is provided in the code bundle for anyone who needs a refresher.