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Author: Boris Paskhaver Publisher: Simon and Schuster ISBN: 163835104X Category : Computers Languages : en Pages : 438
Book Description
Take the next steps in your data science career! This friendly and hands-on guide shows you how to start mastering Pandas with skills you already know from spreadsheet software. In Pandas in Action you will learn how to: Import datasets, identify issues with their data structures, and optimize them for efficiency Sort, filter, pivot, and draw conclusions from a dataset and its subsets Identify trends from text-based and time-based data Organize, group, merge, and join separate datasets Use a GroupBy object to store multiple DataFrames Pandas has rapidly become one of Python's most popular data analysis libraries. In Pandas in Action, a friendly and example-rich introduction, author Boris Paskhaver shows you how to master this versatile tool and take the next steps in your data science career. You’ll learn how easy Pandas makes it to efficiently sort, analyze, filter and munge almost any type of data. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Data analysis with Python doesn’t have to be hard. If you can use a spreadsheet, you can learn pandas! While its grid-style layouts may remind you of Excel, pandas is far more flexible and powerful. This Python library quickly performs operations on millions of rows, and it interfaces easily with other tools in the Python data ecosystem. It’s a perfect way to up your data game. About the book Pandas in Action introduces Python-based data analysis using the amazing pandas library. You’ll learn to automate repetitive operations and gain deeper insights into your data that would be impractical—or impossible—in Excel. Each chapter is a self-contained tutorial. Realistic downloadable datasets help you learn from the kind of messy data you’ll find in the real world. What's inside Organize, group, merge, split, and join datasets Find trends in text-based and time-based data Sort, filter, pivot, optimize, and draw conclusions Apply aggregate operations About the reader For readers experienced with spreadsheets and basic Python programming. About the author Boris Paskhaver is a software engineer, Agile consultant, and online educator. His programming courses have been taken by 300,000 students across 190 countries. Table of Contents PART 1 CORE PANDAS 1 Introducing pandas 2 The Series object 3 Series methods 4 The DataFrame object 5 Filtering a DataFrame PART 2 APPLIED PANDAS 6 Working with text data 7 MultiIndex DataFrames 8 Reshaping and pivoting 9 The GroupBy object 10 Merging, joining, and concatenating 11 Working with dates and times 12 Imports and exports 13 Configuring pandas 14 Visualization
Author: Boris Paskhaver Publisher: Simon and Schuster ISBN: 163835104X Category : Computers Languages : en Pages : 438
Book Description
Take the next steps in your data science career! This friendly and hands-on guide shows you how to start mastering Pandas with skills you already know from spreadsheet software. In Pandas in Action you will learn how to: Import datasets, identify issues with their data structures, and optimize them for efficiency Sort, filter, pivot, and draw conclusions from a dataset and its subsets Identify trends from text-based and time-based data Organize, group, merge, and join separate datasets Use a GroupBy object to store multiple DataFrames Pandas has rapidly become one of Python's most popular data analysis libraries. In Pandas in Action, a friendly and example-rich introduction, author Boris Paskhaver shows you how to master this versatile tool and take the next steps in your data science career. You’ll learn how easy Pandas makes it to efficiently sort, analyze, filter and munge almost any type of data. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Data analysis with Python doesn’t have to be hard. If you can use a spreadsheet, you can learn pandas! While its grid-style layouts may remind you of Excel, pandas is far more flexible and powerful. This Python library quickly performs operations on millions of rows, and it interfaces easily with other tools in the Python data ecosystem. It’s a perfect way to up your data game. About the book Pandas in Action introduces Python-based data analysis using the amazing pandas library. You’ll learn to automate repetitive operations and gain deeper insights into your data that would be impractical—or impossible—in Excel. Each chapter is a self-contained tutorial. Realistic downloadable datasets help you learn from the kind of messy data you’ll find in the real world. What's inside Organize, group, merge, split, and join datasets Find trends in text-based and time-based data Sort, filter, pivot, optimize, and draw conclusions Apply aggregate operations About the reader For readers experienced with spreadsheets and basic Python programming. About the author Boris Paskhaver is a software engineer, Agile consultant, and online educator. His programming courses have been taken by 300,000 students across 190 countries. Table of Contents PART 1 CORE PANDAS 1 Introducing pandas 2 The Series object 3 Series methods 4 The DataFrame object 5 Filtering a DataFrame PART 2 APPLIED PANDAS 6 Working with text data 7 MultiIndex DataFrames 8 Reshaping and pivoting 9 The GroupBy object 10 Merging, joining, and concatenating 11 Working with dates and times 12 Imports and exports 13 Configuring pandas 14 Visualization
Author: Sawyer Bennett Publisher: Big Dog Books, LLC ISBN: 1940883938 Category : Fiction Languages : en Pages : 84
Book Description
Larkin Mancinkus prides herself on making the town of Whynot, North Carolina just a little sweeter. As owner of Sweet Cakes Bakery, Larkin gets all the town gossip – the sugar, the spice, and the everything not so nice. So when she finds herself on the tip of everyone’s tongue thanks to an encounter with a mysterious and handsome stranger, she learns the true meaning of ‘if you can’t stand the heat, get out of the kitchen.’ Deacon Locke has spent his life traveling the world with no particular destination in mind. But when he rolls into Whynot on his Harley, he just knows there is something different about this town. What he doesn’t know is that out of all the places he’s traveled and all the people he’s met, the gorgeous bakery owner might just entice him to put down some solid roots. Come on down to see what’s cookin’ between Larkin and Deacon!
Author: Kevin O'Kendley Publisher: Trafford Publishing ISBN: 1466955783 Category : Fiction Languages : en Pages : 409
Book Description
[Otis Moon is an] "intriguing noir thriller: the voice is assured, the period detail is perfect." -Kate Burke Miciak, vice president and executive editor, The Bantam Dell Publishing Group "Otis Moon is a witty and colorful protagonist, and the conceit of the mystery was fresh, but at the same time, enjoyable traditional." -E. Stacy Creamer, vice president and executive editor, The Doubleday Broadway Publishing Group "Otis Moon is a witty and colorful protagonist, and the conceit of the mystery was fresh, but at the same time, enjoyable traditional." -E. Stacy Creamer, vice president and executive editor, The Doubleday Broadway Publishing Group "The writing [in Otis Moon] is very good-I love how the noir is cut with a very subtle edge of humor." -Sarah Durand, senior editor, William Morrow
Author: John Hood Publisher: ISBN: 9781948035859 Category : Languages : en Pages :
Book Description
John Hood's new novel Mountain Folk uses elements of folklore and epic fantasy to tell the story of America's founding in a fresh and exciting way. Goran is one of the rare fairies who can live without magical protection in the Blur, the human world where the days pass twenty times faster than in fairy realms. Goran's secret missions for the Rangers Guild take him across the British colonies of North America - from far-flung mountains and rushing rivers to frontier farms and bustling towns. Along the way, Goran encounters Daniel Boone, George Washington, an improbably tall dwarf, a mysterious water maiden, and a series of terrifying monsters from European and Native American legend. But when Goran is ordered to help the other fairy nations of the New World crush the American Revolution, he must choose between a solemn duty to his own people and fierce loyalty to his human friends and the principles they hold dear."
Author: Andrew Beyer Publisher: Houghton Mifflin Harcourt ISBN: 9780395701324 Category : Fiction Languages : en Pages : 246
Book Description
A classic guide to handicap strategies in the field of thoroughbred racing Just as football evolved with the introduction of the forward pass and basketball with the development of the jump shot, so too was handicapping forever changed by the use of speed figures--and it all started with Andrew Beyer. With a foreword discussing the changes that have swept horse racing since the book's original publication in 1975, Picking Winners is essential reading both for serious horseplayers and curious amateurs.
Author: Kelefa Sanneh Publisher: Penguin ISBN: 0525559604 Category : Music Languages : en Pages : 497
Book Description
One of Oprah Daily's 20 Favorite Books of 2021 • Selected as one of Pitchfork's Best Music Books of the Year “One of the best books of its kind in decades.” —The Wall Street Journal An epic achievement and a huge delight, the entire history of popular music over the past fifty years refracted through the big genres that have defined and dominated it: rock, R&B, country, punk, hip-hop, dance music, and pop Kelefa Sanneh, one of the essential voices of our time on music and culture, has made a deep study of how popular music unites and divides us, charting the way genres become communities. In Major Labels, Sanneh distills a career’s worth of knowledge about music and musicians into a brilliant and omnivorous reckoning with popular music—as an art form (actually, a bunch of art forms), as a cultural and economic force, and as a tool that we use to build our identities. He explains the history of slow jams, the genius of Shania Twain, and why rappers are always getting in trouble. Sanneh shows how these genres have been defined by the tension between mainstream and outsider, between authenticity and phoniness, between good and bad, right and wrong. Throughout, race is a powerful touchstone: just as there have always been Black audiences and white audiences, with more or less overlap depending on the moment, there has been Black music and white music, constantly mixing and separating. Sanneh debunks cherished myths, reappraises beloved heroes, and upends familiar ideas of musical greatness, arguing that sometimes, the best popular music isn’t transcendent. Songs express our grudges as well as our hopes, and they are motivated by greed as well as idealism; music is a powerful tool for human connection, but also for human antagonism. This is a book about the music everyone loves, the music everyone hates, and the decades-long argument over which is which. The opposite of a modest proposal, Major Labels pays in full.
Author: Tedd Arnold Publisher: Penguin ISBN: 0735230544 Category : Juvenile Fiction Languages : en Pages : 19
Book Description
Give me a hand . . . hold your tongue . . . scream your lungs out . . . what's a kid to do if he wants to keep all his body parts in place? Well, one thing is for sure, he'll have to be creative. Like, if you want to keep your heart from breaking, just make sure it's well padded and protected by tying a pillow around your chest. Want to keep your hands attached? Simple-stick them on with gloves and lots of glue. Just be careful not to laugh your head off!
Author: Alpha Publisher: ISBN: 9781426923173 Category : Fiction Languages : en Pages : 0
Book Description
An informative in-depth look at the lives of several extraterrestrials (E.T.'s), Extraterrestrial Biological Entities (E.B.E.'s ), and aliens, what their lives are like on their planets in their galaxies, what their spaceships are like, and how they are connected to us here on Earth. In addition, the book delves into how they are important to our religion and military strength. This novel also looks at some historical revelations, future predictions, and current happenings including an interesting collection of anecdotes regarding an ex-CIA agent who gets his wishes granted. It's the author's intention to, at the very least, bridge the gaps that exist between the religions of our generation. One gap is between our present long standing accepted knowledge of our concept of God, and our comprehensible real God. As well, a gap exists between how we are told we should interpret and demonstrate the meaning of God and how we show our faith and prove our belief in the living Creator. These are some things that the author thinks everyone needs to know about God, Satan, and UFOs. This book has been a long time in the making, twenty years, but somehow it still manages to remain ahead of its time, in most cases.
Author: Ashley Wood Publisher: Idea & Design Works Llc ISBN: 9781631400339 Category : Art Languages : en Pages : 100
Book Description
This gorgeously oversized hardcover from the creators of Lore presents the comics, posters, conceptual designs, sketches, and other beautifully rendered miscellany involving Tommy Mission and his Adventure Kartel in their battles with Zomb MD and his undead minions. Ashley Wood's artistry is available to all on a grand 11" x 17" format!
Author: Boris Paskhaver
Author: Boris Paskhaver
Author: Sawyer Bennett
Author: Kevin O'Kendley
Author: John Hood
Author: Andrew Beyer
Author: Kelefa Sanneh
Author: Tedd Arnold
Author: Alpha
Author: Ashley Wood
Author: