pandas for everyone

Download Book Pandas For Everyone in PDF format. You can Read Online Pandas For Everyone here in PDF, EPUB, Mobi or Docx formats.

Pandas For Everyone

Author : Daniel Y. Chen
ISBN : 9780134547053
Genre : Computers
File Size : 65. 78 MB
Format : PDF, ePub, Mobi
Download : 102
Read : 405

Download Now


The Hands-On, Example-Rich Introduction to Pandas Data Analysis in Python Today, analysts must manage data characterized by extraordinary variety, velocity, and volume. Using the open source Pandas library, you can use Python to rapidly automate and perform virtually any data analysis task, no matter how large or complex. Pandas can help you ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Pandas for Everyone brings together practical knowledge and insight for solving real problems with Pandas, even if you’re new to Python data analysis. Daniel Y. Chen introduces key concepts through simple but practical examples, incrementally building on them to solve more difficult, real-world problems. Chen gives you a jumpstart on using Pandas with a realistic dataset and covers combining datasets, handling missing data, and structuring datasets for easier analysis and visualization. He demonstrates powerful data cleaning techniques, from basic string manipulation to applying functions simultaneously across dataframes. Once your data is ready, Chen guides you through fitting models for prediction, clustering, inference, and exploration. He provides tips on performance and scalability, and introduces you to the wider Python data analysis ecosystem. Work with DataFrames and Series, and import or export data Create plots with matplotlib, seaborn, and pandas Combine datasets and handle missing data Reshape, tidy, and clean datasets so they’re easier to work with Convert data types and manipulate text strings Apply functions to scale data manipulations Aggregate, transform, and filter large datasets with groupby Leverage Pandas’ advanced date and time capabilities Fit linear models using statsmodels and scikit-learn libraries Use generalized linear modeling to fit models with different response variables Compare multiple models to select the “best” Regularize to overcome overfitting and improve performance Use clustering in unsupervised machine learning

Kung Fu Panda 3 Movie Novelization

Author :
ISBN : 9781481441179
Genre : Juvenile Fiction
File Size : 70. 74 MB
Format : PDF, Kindle
Download : 444
Read : 1306

Download Now


Everyone’s favorite panda is gearing up for a brand-new adventure in this bodacious retelling of Kung Fu Panda 3! Kung Fu Panda 3—featuring the vocal talents of Jack Black, Angelina Jolie, Rebel Wilson, and more—bursts into theaters on January 29, 2016! When Po’s biological father lands on his doorstep, Po is shocked. At his father’s urging, he returns to the Panda Village where he was born. And, after a few days of awesome feasts and incredible parties in the village, Po begins to wonder if he should ever return to the Valley of Peace. But while Po parties with his newfound family, a terrible power is approaching—an evil villian known as Kai has been stealing the powers of every kung fu master he meets…and his sights are set on Po. Relive the action, adventure, humor, and awesomeness in this novelization of Kung Fu Panda 3 that comes with an 8-page, full-color glossy insert with stills from the movie! Kung Fu Panda 3© 2015 DreamWorks Animation LLC. All Rights Reserved.

Become A Python Data Analyst

Author : Alvaro Fuentes
ISBN : 9781789534405
Genre : Computers
File Size : 86. 28 MB
Format : PDF, Kindle
Download : 298
Read : 325

Download Now


Enhance your data analysis and predictive modeling skills using popular Python tools Key Features Cover all fundamental libraries for operation and manipulation of Python for data analysis Implement real-world datasets to perform predictive analytics with Python Access modern data analysis techniques and detailed code with scikit-learn and SciPy Book Description Python is one of the most common and popular languages preferred by leading data analysts and statisticians for working with massive datasets and complex data visualizations. Become a Python Data Analyst introduces Python’s most essential tools and libraries necessary to work with the data analysis process, right from preparing data to performing simple statistical analyses and creating meaningful data visualizations. In this book, we will cover Python libraries such as NumPy, pandas, matplotlib, seaborn, SciPy, and scikit-learn, and apply them in practical data analysis and statistics examples. As you make your way through the chapters, you will learn to efficiently use the Jupyter Notebook to operate and manipulate data using NumPy and the pandas library. In the concluding chapters, you will gain experience in building simple predictive models and carrying out statistical computation and analysis using rich Python tools and proven data analysis techniques. By the end of this book, you will have hands-on experience performing data analysis with Python. What you will learn Explore important Python libraries and learn to install Anaconda distribution Understand the basics of NumPy Produce informative and useful visualizations for analyzing data Perform common statistical calculations Build predictive models and understand the principles of predictive analytics Who this book is for Become a Python Data Analyst is for entry-level data analysts, data engineers, and BI professionals who want to make complete use of Python tools for performing efficient data analysis. Prior knowledge of Python programming is necessary to understand the concepts covered in this book

The Last Panda

Author : George B. Schaller
ISBN : 9780226112084
Genre : Science
File Size : 78. 54 MB
Format : PDF, ePub
Download : 942
Read : 901

Download Now


Dependent on a shrinking supply of bamboo, hunted mercilessly for its pelt, and hostage to profiteering schemes once in captivity, the panda is on the brink of extinction. Here, acclaimed naturalist George Schaller uses his great evocative powers, and the insight gained by four and a half years in the forests of the Wolong and Tangjiahe panda reserves, to document the plight of these mysterious creatures and to awaken the human compassion urgently needed to save them. "No scientist is better at letting the rest of us in on just how the natural world works; no poet sees the world with greater clarity or writes about it with more grace. . . . Anyone who genuinely cares for wildlife cannot help being grateful to Schaller—both for his efforts to understand the panda and for the candor with which he reports what has gone so badly wrong in the struggle to save it from extinction."—Geoffrey C. Ward, New York Times Book Review "Schaller's book is a unique mix of natural history and the politics of conservation, and it makes for compelling reading. . . . Having been in giant panda country myself, I found some of the descriptions of the animals and habitats breathtaking. Schaller describes the daily routines and personalities of the giant pandas he studied (as well as their fates thereafter) as though they were his blood relatives. . . . Schaller's brilliant presentation of the complexities of conservation makes his book a milestone for the conservation movement."—Devra G. Kleiman, Washington Post Book World "George Schaller's most soulful work, written in journal style with many asides about a creature who evolved only two to three million years ago (about the same time as humans). . . . Here, conservation biology confronts an evil that grinds against hope and shatters the planet's diversity. Written with hope."—Whole Earth Catalog "A nicely crafted blend of wildlife observation and political-cultural analysis. . . . The Last Panda is a sad chronicle of our failure, so far, to stem the decline of the animal that may be the most beloved on the planet."—Donald Dale Jackson, Smithsonian

Panda

Author : Louise Martin
ISBN : 0865929963
Genre : Juvenile Nonfiction
File Size : 58. 99 MB
Format : PDF, Mobi
Download : 790
Read : 619

Download Now


Discusses the giant panda, why it is an endangered species, and efforts by the World Wildlife Fund and other people to save the giant panda.

Panda Love

Author :
ISBN : 1784881279
Genre : Photography
File Size : 76. 22 MB
Format : PDF, Mobi
Download : 792
Read : 1003

Download Now


Panda Love is a collection of incredible images of these gentle giants. Ami Vitale's stunning photographs, taken on location in China, document the efforts to breed pandas and release them back into the wild. Ami was given unprecedented access to the pandas and her photos give an amazing insight into the bears' lives in both the sanctuaries and their natural habitat. Fluffy panda cubs tumble out of baskets and play hide-and-seek with their carers, while the adult pandas curiously explore the forest and climb trees. The giant panda is everyone's favorite bamboo-munching bear. China may be on its way to successfully saving its most famous ambassador, and Panda Love lovingly documents the process of putting the wild back into an icon.

Double Fudge

Author : Judy Blume
ISBN : 9781101564110
Genre : Juvenile Fiction
File Size : 27. 70 MB
Format : PDF, ePub
Download : 526
Read : 940

Download Now


Part of the classic Fudge series from Judy Blume, bestselling author of Tales of a Fourth Grade Nothing! Fudge is obsessed with money. He’s making his own “Fudge Bucks” and has plans to buy the entire world. But life gets really crazy when Fudge and his older brother, Peter, run into their long-lost relatives, the Howie Hatchers. Now they have to deal with annoying twin cousins and a weird younger cousin, coincidentally named Farley Drexel Hatcher—just like Fudge! Their names aren’t the only similarity, and before long, mini-Fudge is causing just as much trouble as Fudge always has! “As a kid, Judy Blume was my favorite author, and Tales of a Fourth Grade Nothing was my favorite book.”—Jeff Kinney, author of the bestselling Wimpy Kid series Love Fudge, Peter, and Sheila? Read all the books featuring your favorite characters: Tales of a Fourth Grade Nothing Otherwise Known as Sheila the Great Superfudge Fudge-a-Mania

National Geographic Readers Pandas

Author : Anne Schreiber
ISBN : 9781426313011
Genre : Juvenile Nonfiction
File Size : 55. 35 MB
Format : PDF, ePub
Download : 594
Read : 649

Download Now


The whole world loves panda bears. Everyone loves to watch them play, climb, cuddle, and chew. But careful, they can scratch too—just look at that tree! Pandas live in wild places very far away, and they are the STAR ATTRACTIONS of every zoo that keeps them safe and well, all over the world. National Geographic supports K-12 educators with ELA Common Core Resources. Visit www.natgeoed.org/commoncore for more information.

Dk Readers L2 The Great Panda Tale

Author : Laura Buller
ISBN : 9781465425997
Genre : Juvenile Nonfiction
File Size : 59. 87 MB
Format : PDF, Kindle
Download : 313
Read : 485

Download Now


Join Louise and the rest of the zoo crew as they eagerly await the arrival of a new baby panda. Get to know the zoo's current pandas and find out what they eat and how they grow. With longer sentences, increased vocabulary, information boxes, and a simple index, readers beginning to read alone will enjoy reading The Great Panda Tale. Written by leading children's authors and compiled in consultation with literacy experts, these engaging books build reader confidence along with a lifelong appreciation for nonfiction, classic stories, and biographies. Supports the Common Core State Standards.

When The Pandas Came To Scotland

Author : Hollie Weatherstone
ISBN : 9781477235294
Genre : Juvenile Fiction
File Size : 86. 5 MB
Format : PDF, ePub
Download : 796
Read : 453

Download Now


When the pandas are told that they are moving from their nature reserve in China across many oceans, mountains and deserts to a zoo in a small country on the other side of the world they are a mixture of excited and nervous... This is the story of Sweetie and Sunshine’s journey to Edinburgh Zoo in Scotland. We follow them through the excitement and nerves of moving away from home; leaving friends and family behind, eating bamboo, flying like birds in an aeroplane, eating more bamboo, making new friends and even becoming local celebrities!

Top Download:

Best Books