Pandas Always Freaking Awesome

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Pandas Cookbook

Author : Theodore Petrou
Publisher : Packt Publishing Ltd
ISBN 13 : 1784393347
Total Pages : 534 pages
Book Rating : 4.7/5 (843 download)

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Book Synopsis Pandas Cookbook by : Theodore Petrou

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.

American Panda

Author : Gloria Chao
Publisher : Simon & Schuster Books for Young Readers
ISBN 13 : 1481499114
Total Pages : 336 pages
Book Rating : 4.4/5 (814 download)

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Book Synopsis American Panda by : Gloria Chao

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.

Double Cup Love

Author : Eddie Huang
Publisher : One World
ISBN 13 : 0812985435
Total Pages : 256 pages
Book Rating : 4.8/5 (129 download)

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Book Synopsis Double Cup Love by : Eddie Huang

Download or read book Double Cup Love written by Eddie Huang and published by One World. This book was released on 2017-03-07 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the author of Fresh Off the Boat, now a hit ABC sitcom, comes a hilarious and fiercely original story of culture, family, love, and red-cooked pork Eddie Huang was finally happy. Sort of. He’d written a bestselling book and was the star of a TV show that took him to far-flung places around the globe. His New York City restaurant was humming, his OKCupid hand was strong, and he’d even hung fresh Ralph Lauren curtains to create the illusion of a bedroom in the tiny apartment he shared with his younger brother Evan, who ran their restaurant business. Then he fell in love—and everything fell apart. The business was creating tension within the family; his life as a media star took him away from his first passion—food; and the woman he loved—an All-American white girl—made him wonder: How Chinese am I? The only way to find out, he decided, was to reverse his parents’ migration and head back to the motherland. On a quest to heal his family, reconnect with his culture, and figure out whether he should marry his American girl, Eddie flew to China with his two brothers and a mission: to set up shop to see if his food stood up to Chinese palates—and to immerse himself in the culture to see if his life made sense in China. Naturally, nothing went according to plan. Double Cup Love takes readers from Williamsburg dive bars to the skies over Mongolia, from Michelin-starred restaurants in Shanghai to street-side soup peddlers in Chengdu. The book rockets off as a sharply observed, globe-trotting comic adventure that turns into an existential suspense story with high stakes. Eddie takes readers to the crossroads where he has to choose between his past and his future, between who he once was and who he might become. Double Cup Love is about how we search for love and meaning—in family and culture, in romance and marriage—but also how that search, with all its aching and overpowering complexity, can deliver us to our truest selves. Praise for Eddie Huang’s Double Cup Love “Double Cup Love invites the readers to journey through [Eddie Huang’s] love story, new friendships, brotherhood, a whole lot of eating and more. Huang’s honest recounting shouts and whispers on every page in all-caps dialogues and hilarious side-commentary. Huang pulls simple truths and humor out of his complex adventure to China. His forthright sharing of anecdotes is sincere and generates uncontrollable laughter. . . . His latest memoir affirms not only that the self-described “human panda” is an engaging storyteller but a great listener, especially in the language of food.”—Chicago Tribune “An elaborate story of love and self-discovery . . . Huang’s writing is wry and zippy; he regards the world with an understanding of its absurdities and injustices and with a willingness to be surprised.”—Jon Caramanica, The New York Times “Huang is determined to tease out the subtle and not-so-subtle ways in which Asian-Americans give up parts of themselves in order to move forward. . . . Fortunately for us, he’s not afraid to speak up about it.”—The New Yorker “Huang connects in Chengdu the same way he assimilated in America—through food, hip-hop and a never-ending authenticity, which readers experience through his hilarious writing voice and style.”—New York Daily News

I'm Trying to Love Spiders

Author : Bethany Barton
Publisher : Penguin
ISBN 13 : 0593113713
Total Pages : 42 pages
Book Rating : 4.5/5 (931 download)

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Book Synopsis I'm Trying to Love Spiders by : Bethany Barton

Download or read book I'm Trying to Love Spiders written by Bethany Barton and published by Penguin. This book was released on 2019-07-02 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Official Spider Test. What do you do when you see a spider? a. Lay on a BIG spidey smoocheroo. b. Smile, but back away slowly. c. Grab the closest object, wind up, and let it fly. d. Run away screaming. If you chose b, c, or d, then this book is for you! (If you chose a, you might be crazy.) I’m Trying to Love Spiders will help you see these amazing arachnids in a whole new light, from their awesomely excessive eight eyes, to the seventy-five pounds of bugs a spider can eat in a single year! And you’re sure to feel better knowing you have a better chance of being struck by lightning than being fatally bit by a spider. Comforting, right? No? Either way, there’s heaps more information in here to help you forget your fears . . . or at least laugh a lot!

The Big Break

Author : Mark Tatulli
Publisher : Little, Brown Ink
ISBN 13 : 0316440523
Total Pages : 251 pages
Book Rating : 4.3/5 (164 download)

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Book Synopsis The Big Break by : Mark Tatulli

Download or read book The Big Break written by Mark Tatulli and published by Little, Brown Ink. This book was released on 2020-03-31 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: A full-color graphic novel about growing up, growing apart, and monster hunting, perfect for fans of Real Friends and All's Faire in Middle School. Andrew and Russ are best friends obsessed with finding the legendary Jersey Devil that supposedly lives in the Pine Barrens of New Jersey, right in their own backyards. They're even making a movie about their desperate search for any sign of the mythical creature. But when Russ starts spending less time on their movie, and more time with artsy, first-chair violinist Tara, Andrew feels the cracks in their friendship begin to form. Suddenly, all of Andrew's favorite things are too babyish for Russ, and Andrew is left trying to figure out where he belongs without his best friend by his side. Then a rash of Jersey Devil sightings excite their small town, and the boys are thrown back together on a fevered hunt. Can Andrew and Russ put aside their differences for one last chance to find the monster of their dreams, or will the break in their friendship be too big to mend?

Introduction to Time Series Forecasting With Python

Author : Jason Brownlee
Publisher : Machine Learning Mastery
ISBN 13 :
Total Pages : 359 pages
Book Rating : 4./5 ( download)

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Book Synopsis Introduction to Time Series Forecasting With Python by : Jason Brownlee

Download or read book Introduction to Time Series Forecasting With Python written by Jason Brownlee and published by Machine Learning Mastery. This book was released on 2017-02-16 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: Time series forecasting is different from other machine learning problems. The key difference is the fixed sequence of observations and the constraints and additional structure this provides. In this Ebook, finally cut through the math and specialized methods for time series forecasting. Using clear explanations, standard Python libraries and step-by-step tutorials you will discover how to load and prepare data, evaluate model skill, and implement forecasting models for time series data.

Rosie Revere, Engineer

Author : Andrea Beaty
Publisher : Abrams
ISBN 13 : 1613125305
Total Pages : 38 pages
Book Rating : 4.6/5 (131 download)

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Book Synopsis Rosie Revere, Engineer by : Andrea Beaty

Download or read book Rosie Revere, Engineer written by Andrea Beaty and published by Abrams. This book was released on 2013-09-03 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this beloved New York Times bestselling picture book, meet Rosie Revere, a seemingly quiet girl by day but a brilliant inventor of gizmos and gadgets by night. Rosie dreams of becoming a great engineer, and her room becomes a secret workshop where she constructs ingenious inventions from odds and ends. From hot dog dispensers to helium pants and python-repelling cheese hats, Rosie's creations would astound anyone—if only she'd let them see. But Rosie is afraid of failure, so she hides her inventions under her bed. That is, until her great-great-aunt Rose (also known as Rosie the Riveter) pays her a visit. Aunt Rose teaches Rosie that the first flop isn't something to fear; it's something to celebrate. Failure only truly happens if you quit. And so, Rosie learns to embrace her passion, celebrate her missteps, and pursue her dreams with persistence. This empowering picture book encourages young readers to explore their creativity, persevere through challenges, and celebrate the journey toward achieving their goals. Whether you're a budding engineer or simply love stories of resilience, Rosie Revere, Engineer is a delightful read for all ages. Add this inspiring tale to your family library and discover the magic of celebrating each failure on the road to success. Don’t miss the book that the Duchess of York recently chose to read aloud at a Literally Healing visit to a children’s hospital. For more STEM-themed adventures, check out other titles by Andrea Beaty and David Roberts, including Ada Twist, Scientist, Iggy Peck, Architect, and Rosie Revere and the Raucous Riveters. “Will no doubt inspire conversations with children about the benefits of failure and the pursuit of dreams.” —School Library Journal Check out all the books in the Questioneers Series: The Questioneers Picture Book Series: Iggy Peck, Architect | Rosie Revere, Engineer | Ada Twist, Scientist | Sofia Valdez, Future Prez | Aaron Slater, Illustrator | Lila Greer, Teacher of the Year The Questioneers Chapter Book Series: Rosie Revere and the Raucous Riveters | Ada Twist and the Perilous Pants | Iggy Peck and the Mysterious Mansion | Sofia Valdez and the Vanishing Vote | Ada Twist and the Disappearing Dogs | Aaron Slater and the Sneaky Snake Questioneers: The Why Files Series: Exploring Flight! | All About Plants! | The Science of Baking | Bug Bonanza! | Rockin’ Robots! Questioneers: Ada Twist, Scientist Series: Ghost Busted | Show Me the Bunny | Ada Twist, Scientist: Brainstorm Book | 5-Minute Ada Twist, Scientist Stories The Questioneers Big Project Book Series: Iggy Peck’s Big Project Book for Amazing Architects | Rosie Revere’s Big Project Book for Bold Engineers | Ada Twist’s Big Project Book for Stellar Scientists | Sofia Valdez’s Big Project Book for Awesome Activists | Aaron Slater’s Big Project Book for Astonishing Artists

Mathematics for Machine Learning

Author : Marc Peter Deisenroth
Publisher : Cambridge University Press
ISBN 13 : 1108569323
Total Pages : 392 pages
Book Rating : 4.1/5 (85 download)

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Book Synopsis Mathematics for Machine Learning by : Marc Peter Deisenroth

Download or read book Mathematics for Machine Learning written by Marc Peter Deisenroth and published by Cambridge University Press. This book was released on 2020-04-23 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.

The ChinaMerr Blog (or, How I Went to China with a Dream and Returned with a Cat)

Author : Alex Vincer
Publisher : Lulu.com
ISBN 13 : 0557072050
Total Pages : 113 pages
Book Rating : 4.5/5 (57 download)

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Book Synopsis The ChinaMerr Blog (or, How I Went to China with a Dream and Returned with a Cat) by : Alex Vincer

Download or read book The ChinaMerr Blog (or, How I Went to China with a Dream and Returned with a Cat) written by Alex Vincer and published by Lulu.com. This book was released on 2009-07-21 with total page 113 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book chronicles the travels of Alex Vincer in China from August 28th, 2008 to January 16th, 2009. This may seem like a short amount of time to you, and in many ways it is. But if you've ever lived very far from your home for at least as long as I have, being as far away from your loved ones as I have been, you'd understand what I'm writing about in this blog. If not, hopefully this book can inspire you to do those things that you've previously thought to be impossible.

Fluent Python

Author : Luciano Ramalho
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491946253
Total Pages : 755 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Fluent Python by : Luciano Ramalho

Download or read book Fluent Python written by Luciano Ramalho and published by "O'Reilly Media, Inc.". This book was released on 2015-07-30 with total page 755 pages. Available in PDF, EPUB and Kindle. Book excerpt: Python’s simplicity lets you become productive quickly, but this often means you aren’t using everything it has to offer. With this hands-on guide, you’ll learn how to write effective, idiomatic Python code by leveraging its best—and possibly most neglected—features. Author Luciano Ramalho takes you through Python’s core language features and libraries, and shows you how to make your code shorter, faster, and more readable at the same time. Many experienced programmers try to bend Python to fit patterns they learned from other languages, and never discover Python features outside of their experience. With this book, those Python programmers will thoroughly learn how to become proficient in Python 3. This book covers: Python data model: understand how special methods are the key to the consistent behavior of objects Data structures: take full advantage of built-in types, and understand the text vs bytes duality in the Unicode age Functions as objects: view Python functions as first-class objects, and understand how this affects popular design patterns Object-oriented idioms: build classes by learning about references, mutability, interfaces, operator overloading, and multiple inheritance Control flow: leverage context managers, generators, coroutines, and concurrency with the concurrent.futures and asyncio packages Metaprogramming: understand how properties, attribute descriptors, class decorators, and metaclasses work

The Cultural Gutter

Author : Carol Borden
Publisher : Lulu.com
ISBN 13 : 0557958393
Total Pages : 218 pages
Book Rating : 4.5/5 (579 download)

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Book Synopsis The Cultural Gutter by : Carol Borden

Download or read book The Cultural Gutter written by Carol Borden and published by Lulu.com. This book was released on 2011 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Science fiction, fantasy, comics, romance, genre movies, games all drain into the Cultural Gutter, a website dedicated to thoughtful articles about disreputable art-media and genres that are a little embarrassing. Irredeemable. Worthy of Note, but rolling like errant pennies back into the gutter. The Cultural Gutter is dangerous because we have a philosophy. We try to balance enthusiasm with clear-eyed, honest engagement with the material and with our readers. This book expands on our mission with 10 articles each from science fiction/fantasy editor James Schellenberg, comics editor and publisher Carol Borden, romance editor Chris Szego, screen editor Ian Driscoll and founding editor and former games editor Jim Munroe.

The Art of Escaping

Author : Erin Callahan
Publisher : Amberjack Publishing
ISBN 13 : 1944995668
Total Pages : 215 pages
Book Rating : 4.9/5 (449 download)

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Book Synopsis The Art of Escaping by : Erin Callahan

Download or read book The Art of Escaping written by Erin Callahan and published by Amberjack Publishing. This book was released on 2018-06-19 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: Seventeen-year-old Mattie has a hidden obsession: escapology. Emphasis on hidden. If anyone from school finds out, she’ll be abandoned to her haters. Facing a long and lonely summer, Mattie finally seeks out Miyu, the reclusive daughter of a world-renowned escape artist. Following in Houdini’s footsteps, Miyu helps Mattie secretly transform herself into an escapologist and performance artist. When Will, a popular athlete from school, discovers Mattie’s act at an underground venue, Mattie fears her secret persona will be exposed. Instead of outing her, though, Will tells Mattie a secret not even his girlfriend knows. Through a blossoming friendship, the two must find a way to express their authentic selves. Told through the perspectives of the witty main characters, this funny and fresh debut explores the power of stage personas and secret spaces, and speaks to the uncanny ways in which friendships transform us.

Beebo Brinker

Author : Ann Bannon
Publisher : Cleis Press Start
ISBN 13 : 1573445754
Total Pages : 260 pages
Book Rating : 4.5/5 (734 download)

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Book Synopsis Beebo Brinker by : Ann Bannon

Download or read book Beebo Brinker written by Ann Bannon and published by Cleis Press Start. This book was released on 2001-06-01 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ann Bannon was designated the “Queen of Lesbian Pulp” for authoring several landmark novels in the ’50s. Unlike many writers of the period, however, Bannon broke through the shame and isolation typically portrayed in lesbian pulps, offering instead characters who embraced their sexuality. With Beebo Brinker, Bannon introduces a butch 17-year-old farm girl newly arrived in Beat-era Greenwich Village.

Clean My Space

Author : Melissa Maker
Publisher : Penguin
ISBN 13 : 0735214670
Total Pages : 218 pages
Book Rating : 4.7/5 (352 download)

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Book Synopsis Clean My Space by : Melissa Maker

Download or read book Clean My Space written by Melissa Maker and published by Penguin. This book was released on 2017-03-07 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: The wildly popular YouTube star behind Clean My Space presents the breakthrough solution to cleaning better with less effort Melissa Maker is beloved by fans all over the world for her completely re-engineered approach to cleaning. As the dynamic new authority on home and living, Melissa knows that to invest any of our precious time in cleaning, we need to see big, long-lasting results. So, she developed her method to help us get the most out of our effort and keep our homes fresh and welcoming every day. In her long-awaited debut book, she shares her revolutionary 3-step solution: • Identify the most important areas (MIAs) in your home that need attention • Select the proper products, tools, and techniques (PTT) for the job • Implement these new cleaning routines so that they stick Clean My Space takes the chore out of cleaning with Melissa’s incredible tips and cleaning hacks (the power of pretreating!) her lightning fast 5-10 minute “express clean” routines for every room when time is tightest, and her techniques for cleaning even the most daunting places and spaces. And a big bonus: Melissa gives guidance on the best non-toxic, eco-conscious cleaning products and offers natural cleaning solution recipes you can make at home using essential oils to soothe and refresh. With Melissa’s simple groundbreaking method you can truly live in a cleaner, more cheerful, and calming home all the time.

Born to Run

Author : Christopher McDougall
Publisher : Profile Books
ISBN 13 : 184765228X
Total Pages : 296 pages
Book Rating : 4.8/5 (476 download)

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Book Synopsis Born to Run by : Christopher McDougall

Download or read book Born to Run written by Christopher McDougall and published by Profile Books. This book was released on 2010-12-09 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: A New York Times bestseller 'A sensation ... a rollicking tale well told' - The Times At the heart of Born to Run lies a mysterious tribe of Mexican Indians, the Tarahumara, who live quietly in canyons and are reputed to be the best distance runners in the world; in 1993, one of them, aged 57, came first in a prestigious 100-mile race wearing a toga and sandals. A small group of the world's top ultra-runners (and the awe-inspiring author) make the treacherous journey into the canyons to try to learn the tribe's secrets and then take them on over a course 50 miles long. With incredible energy and smart observation, McDougall tells this story while asking what the secrets are to being an incredible runner. Travelling to labs at Harvard, Nike, and elsewhere, he comes across an incredible cast of characters, including the woman who recently broke the world record for 100 miles and for her encore ran a 2:50 marathon in a bikini, pausing to down a beer at the 20 mile mark.

Machine Learning Refined

Author : Jeremy Watt
Publisher : Cambridge University Press
ISBN 13 : 1108480721
Total Pages : 597 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Machine Learning Refined by : Jeremy Watt

Download or read book Machine Learning Refined written by Jeremy Watt and published by Cambridge University Press. This book was released on 2020-01-09 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: An intuitive approach to machine learning covering key concepts, real-world applications, and practical Python coding exercises.

Introvert Doodles

Author : Maureen Marzi Wilson
Publisher : Simon and Schuster
ISBN 13 : 1507205929
Total Pages : 180 pages
Book Rating : 4.5/5 (72 download)

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Book Synopsis Introvert Doodles by : Maureen Marzi Wilson

Download or read book Introvert Doodles written by Maureen Marzi Wilson and published by Simon and Schuster. This book was released on 2017-07-25 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: As seen on Happify Daily! "Marzi's charming and irreverent illustrations are exactly what young and old introverts need to approach their temperament with wisdom and self-affirmation." --Susan Cain, author of Quiet Whoever said there's strength in numbers lied. Meet Marzi. She's an introvert who often finds herself in awkward situations. Marzi used to feel strange about her introverted tendencies. Not anymore! Now she knows that there are tons of introverts out there just like her--introverts who enjoy peace and quiet, need time alone to recharge their battery, and who prefer staying in with their pet and a good book to awkward social interactions. Just like Marzi, these introverts can often be found in libraries, at home watching Netflix, brainstorming excuses to miss your next party, or doodling cute cartoons. Being an introvert in an extrovert world isn't always easy, but it certainly is an adventure. In Introvert Doodles, follow Marzi through all of her most uncomfortable, charming, honest, and hilarious moments that everyone--introvert, extrovert, or somewhere in between--can relate to.