Navigating Pandas

Navigating Pandas Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Navigating Pandas book. This book definitely worth reading, it is an incredibly well-written.

Ultimate Pandas for Data Manipulation and Visualization

Tahera Firdose
Ultimate Pandas for Data Manipulation and Visualization Book PDF

Author : Tahera Firdose
Publisher : Orange Education Pvt Ltd
Page : 384 pages
File Size : 40,8 Mb
Release : 2024-06-10
Category : Computers
ISBN : 9788197256240

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Ultimate Pandas for Data Manipulation and Visualization by Tahera Firdose Pdf

TAGLINE Unlock the power of Data Manipulation with Pandas. KEY FEATURES ● Master Pandas from basics to advanced and its data manipulation techniques. ● Visualize data effectively with Matplotlib and explore data efficiently. ● Learn through hands-on examples and practical real-world use cases. DESCRIPTION Unlock the power of Pandas, the essential Python library for data analysis and manipulation. This comprehensive guide takes you from the basics to advanced techniques, ensuring you master every aspect of pandas. You'll start with an introduction to pandas and data analysis, followed by in-depth explorations of pandas Series and DataFrame, the core data structures. Learn essential skills for data cleaning and filtering, and master grouping and aggregation techniques to summarize and analyze your data sets effectively. Discover how to reshape and pivot data, join and merge multiple datasets, and handle time series analysis. Enhance your data analysis with compelling visualizations using Matplotlib, and apply your knowledge in a real-world scenario by analyzing bank customer churn. Through hands-on examples and practical use cases, this book equips you with the tools to clean, filter, aggregate, reshape, merge, and visualize data effectively, transforming it into actionable insights. WHAT WILL YOU LEARN ● Wrangle data efficiently using Pandas' cleaning, filtering, and transformation techniques. ● Unlock hidden patterns with advanced grouping, joining, and merging operations. ● Master time series analysis with Pandas to extract valuable insights from your data. ● Apply Pandas to real-world scenarios like customer churn analysis and financial modeling. ● Unleash the power of data visualization with Matplotlib and craft compelling charts and graphs. ● Enhance your workflow with essential Pandas optimizations and performance tips. WHO IS THIS BOOK FOR? This book is ideal for aspiring data scientists, analysts, and Python enthusiasts looking to enhance their data manipulation skills using Pandas. Familiarity with Python programming basics and a basic understanding of data structures will greatly benefit readers as they delve into the concepts presented in this book. TABLE OF CONTENTS 1. Introduction to Pandas and Data Analysis 2. Pandas Series 3. Pandas DataFrame 4. Data Cleaning with Pandas 5. Data Filtering with Pandas 6. Grouping and Aggregating Data 7. Reshaping and Pivoting in Pandas 8. Joining and Merging Data in Pandas 9. Introduction to Time Series Analysis in Pandas 10. Visualization Using Matplotlib 11. Analyzing Bank Customer Churn Using Pandas Index

Navigating the Medical Maze with a Child with Autism Spectrum Disorder

Sue Ming,Beth Pletcher
Navigating the Medical Maze with a Child with Autism Spectrum Disorder Book PDF

Author : Sue Ming,Beth Pletcher
Publisher : Jessica Kingsley Publishers
Page : 320 pages
File Size : 42,5 Mb
Release : 2014-08-21
Category : Family & Relationships
ISBN : 9780857008602

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Navigating the Medical Maze with a Child with Autism Spectrum Disorder by Sue Ming,Beth Pletcher Pdf

This comprehensive guide enables parents of children with an autism spectrum disorder (ASD) to play an active and effective role in their child's medical care from diagnosis to early adulthood. With a focus on working with health care providers to ensure the best treatment for your child's unique needs, it includes: - a description of the developmental and medical conditions faced by children with ASDs in lay terms - an explanation of common diagnostic tests - a presentation of conventional and alternative therapies and how they work - tips for managing day-to-day medical or behavioral problems - advice for parents considering enrolling their child in a research project - and all the latest medical information. This authoritative and accessible book provides parents of children with an ASD with the foundation of knowledge they need to become an active partner in the medical care of their child and the map that will allow them to navigate the complex medical world.

P.A.N.D.A.S. hope for healing

William Cook
P A N D A S hope for healing Book PDF

Author : William Cook
Publisher : Fulton Books, Inc.
Page : 183 pages
File Size : 49,9 Mb
Release : 2022-11-03
Category : Health & Fitness
ISBN : 9798885055727

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P.A.N.D.A.S. hope for healing by William Cook Pdf

What if we haven't been told everything about PANDAS/PANS? What if there is more? What if there was an alternative method to support complete and lasting recovery? PANDAS Hope for Healing is a practical tool to help you rescue your child from the diagnosis of PANDAS/PANS. Pediatric Autoimmune Neuropsychiatric Disorder Associated with Strep is a debilitating disorder that currently affects one out of two hundred children. It's a frightening diagnosis and condition that can literally change the life of a child and their parents overnight. We know because we lived this nightmare. The fear and uncertainty of searching for recovery is something we know well. We also know what it is like to suffer in silence. We are neither doctors nor healthcare providers. We are parents of a child diagnosed with PANDAS who fought for his recovery and, thankfully, won the battle. Our son completely recovered from PANDAS, and has lived PANDAS free for close to 10 years. This book is his true story of healing and the story of how we got here. It is a product of ten years of personal research, reading everything I could find, and asking more questions than I can count. It is part personal journal and part reference guide. I wrote it to help bring awareness and practical solutions to this condition that is affecting way too many children and to bring you hope. This book is meant to tell you our true story of real recovery, to help open your mind to alternative wellness, and to provide you with hope that PANDAS/PANS does not have to be permanent for you either if you give the body the tools to put this disorder, back in order. If you are like so many others and your child is still languishing and has not received recovery through the conventional medical route, I encourage you to read this book. This book is for you if you or someone you know is living with a child with PANDAS/PANS, you are ready to fight for your child's recovery, or you just need some encouragement and an infusion of hope. This is our true story of real recovery, renewal, and restoration. This is our story of PANDAS HOPE for HEALING.

Learning Responsive Web Design

Clarissa Peterson
Learning Responsive Web Design Book PDF

Author : Clarissa Peterson
Publisher : "O'Reilly Media, Inc."
Page : 412 pages
File Size : 54,5 Mb
Release : 2014-06-09
Category : Computers
ISBN : 9781449363697

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Learning Responsive Web Design by Clarissa Peterson Pdf

Deliver an optimal user experience to all devices—including tablets, smartphones, feature phones, laptops, and large screens—by learning the basics of responsive web design. In this hands-on guide, UX designer Clarissa Peterson explains how responsive web design works, and takes you through a responsive workflow from project kickoff to site launch. Ideal for anyone involved in the process of creating websites—not just developers—this book teaches you fundamental strategies and techniques for using HTML and CSS to design websites that not only adapt to any screen size, but also use progressive enhancement to provide a better user experience based on device capabilities such as touchscreens and retina displays. Start with content strategy before creating a visual design Learn why your default design should be for the narrowest screens Explore the HTML elements and CSS properties essential for responsive web design Use media queries to display different CSS styles based on a device’s viewport width Handle elements such as images, typography, and navigation Use performance optimization techniques to make your site lighter and faster

Pandas in Action

Boris Paskhaver
Pandas in Action Book PDF

Author : Boris Paskhaver
Publisher : Simon and Schuster
Page : 438 pages
File Size : 45,8 Mb
Release : 2021-10-12
Category : Computers
ISBN : 9781638351047

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Pandas in Action by Boris Paskhaver Pdf

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

Pandas in Action

Boris Paskhaver
Pandas in Action Book PDF

Author : Boris Paskhaver
Publisher : Simon and Schuster
Page : 438 pages
File Size : 53,5 Mb
Release : 2021-10-05
Category : Computers
ISBN : 9781617297434

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Pandas in Action by Boris Paskhaver Pdf

Pandas has rapidly become one of Python''s most popular data analysis libraries. With pandas you can efficiently sort, analyze, filter and munge almost any type of data. 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. about the technology Anyone who''s used spreadsheet software will find pandas familiar. While its column-based grids might remind you of Excel or Google Sheets, pandas is more flexible and far more powerful. It can efficiently perform operations on millions of rows and be used in tandem with other Python libraries for statistics, machine learning, and more. And best of all, using pandas doesn''t mean sacrificing user productivity or needing to write tons of complex code. It''s clean, intuitive, and fast. about the book Pandas in Action makes it easy to dive into Python-based data analysis. You''ll learn to use pandas to automate repetitive spreadsheet functionality and derive insight from data by sorting columns, filtering data subsets, and creating multi-leveled indices. Each chapter is a self-contained tutorial, letting you dip in when you need to troubleshoot tricky problems. Best of all, you won''t be learning from sterile or randomly created data. You''ll start with a variety of datasets that are big, small, incomplete, broken, and messy and learn how to clean and format them for proper analysis. what''s inside Import a CSV, identify issues with its data structures, and convert it to the proper format 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 Real-world datasets that are easy to download and explore about the reader For readers experienced with spreadsheet software who know the basics of Python. about the author Boris Paskhaver is a software engineer, Agile consultant, and educator. His six programming courses on Udemy have amassed 236,000 students, with an average course rating of 4.59 out of 5. He first used Python and the pandas library to derive a variety of business insights at the world''s #1 jobs site, Indeed.com.

A Parents’ Guide to PANDAS, PANS, and Related Neuroimmune Disorders

Patricia Rice Doran,Christine Leininger Amabile,Diana Pohlman,Tiffany Tumminaro,Heather Rain Mazen Korbmacher
A Parents Guide to PANDAS PANS and Related Neuroimmune Disorders Book PDF

Author : Patricia Rice Doran,Christine Leininger Amabile,Diana Pohlman,Tiffany Tumminaro,Heather Rain Mazen Korbmacher
Publisher : Jessica Kingsley Publishers
Page : 144 pages
File Size : 49,9 Mb
Release : 2019-06-21
Category : Family & Relationships
ISBN : 9781784506674

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A Parents’ Guide to PANDAS, PANS, and Related Neuroimmune Disorders by Patricia Rice Doran,Christine Leininger Amabile,Diana Pohlman,Tiffany Tumminaro,Heather Rain Mazen Korbmacher Pdf

Having a child who suddenly develops PANDAS (Pediatric Autoimmune Neuropsychiatric Disorders Associated with Strep), PANS (Pediatric Acute-onset Neuropsychiatric Syndrome) or related conditions such as encephalitis can be a daunting challenge for parents. This clear guide explains the symptoms and diagnosis of PANDAS and PANS, with treatment options and recommended strategies for supporting children at home, at school, and in community settings. The book covers key symptoms including OCD, tics, anxiety, sensory issues and personality changes, with practical advice on medical management, nutrition, lifestyle, and addressing social and behavioural needs. Each chapter also includes handy sidebars with key information to remember, and action steps for overcoming challenges, managing relapse, family self-care and providing children with the best possible support.

Pandas and People

Jianguo Liu,Vanessa Hull,Wu Yang,Andrés Viña,Xiaodong Chen,Zhiyun Ouyang,Hemin Zhang
Pandas and People Book PDF

Author : Jianguo Liu,Vanessa Hull,Wu Yang,Andrés Viña,Xiaodong Chen,Zhiyun Ouyang,Hemin Zhang
Publisher : Oxford University Press
Page : 304 pages
File Size : 50,5 Mb
Release : 2016-01-14
Category : Science
ISBN : 9780191008597

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Pandas and People by Jianguo Liu,Vanessa Hull,Wu Yang,Andrés Viña,Xiaodong Chen,Zhiyun Ouyang,Hemin Zhang Pdf

Understanding the complex relationships between humans and the natural world is essential for achieving environmental sustainability and improving human well-being, yet many studies are unable to reveal complex interactions and hidden trends. This is the first book to synthesize the findings and approaches of long-term integrated research in a model coupled human and natural system, and to illustrate their applications to regional, national, and global scales. It features a classic long-term interdisciplinary research project in the Wolong Nature Reserve of China, which contains one of the largest wild populations of the world-famous endangered giant pandas. Bringing together a team of contributors from both the natural and social sciences, this book explores how a long-term interdisciplinary and model system approach is essential to uncover the common patterns and mechanisms of coupled systems, to develop ideas and methods for studying and managing other coupled systems, and ultimately to contribute to the development of theories about coupled systems for sustainability. Pandas and People will be essential reading for scholars interested in the interface of the natural and social sciences, including ecologists, conservation biologists, environmental scientists, sustainability scientists, wildlife biologists, forest scientists, sociologists, anthropologists, economists, and political scientists. It will also be a valuable reference for policy makers, natural resource managers, and graduate students.

Panda Nation

E. Elena Songster
Panda Nation Book PDF

Author : E. Elena Songster
Publisher : Oxford University Press
Page : 336 pages
File Size : 53,7 Mb
Release : 2018-03-16
Category : History
ISBN : 9780199393688

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Panda Nation by E. Elena Songster Pdf

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.

101 Eye-Opening Facts For Trivia Buffs

Zahid Ameer
101 Eye Opening Facts For Trivia Buffs Book PDF

Author : Zahid Ameer
Publisher : Zahid Ameer
Page : 67 pages
File Size : 51,6 Mb
Release : 2024-06-07
Category : Reference
ISBN : 8210379456XXX

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101 Eye-Opening Facts For Trivia Buffs by Zahid Ameer Pdf

Discover 101 fascinating and surprising facts in "101 Eye-Opening Facts For Trivia Buffs". Perfect for trivia enthusiasts, this eBook delves into intriguing tidbits across various subjects, from history to science and beyond.

Red Pandas The Ultimate Book

Jenny Kellett
Red Pandas The Ultimate Book Book PDF

Author : Jenny Kellett
Publisher : Bellanova Books
Page : 100 pages
File Size : 52,5 Mb
Release : 2023-04-17
Category : Nature
ISBN : 9786197695458

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Red Pandas The Ultimate Book by Jenny Kellett Pdf

"Discover the Enchanting World of Red Pandas!" Welcome to Red Pandas: The Ultimate Book, an unforgettable journey into the captivating lives of these charming creatures. This beautifully illustrated and engaging guide is perfect for curious minds aged 9 and up, as well as for adults who share a love for these fascinating animals. What's Inside? * Adorable Physical Features: Learn about red pandas' unique characteristics that make them one of the most endearing animals on the planet. * Lush Habitats: Explore the diverse environments where red pandas thrive, from the misty bamboo forests of the Himalayas to the remote mountain ranges of China. * Diet and Foraging: Uncover the secrets of red pandas' bamboo-based diet and their incredible adaptability in search of nourishment. * Behavior and Social Life: Delve into the intriguing world of red panda behavior, including their communication, social interactions, and solitary lifestyle. * Reproduction and Life Cycle: Witness the amazing journey of red pandas from birth to adulthood and the loving care they provide to their cubs. * Conservation and Threats: Understand the challenges these adorable animals face in the wild and the ongoing efforts to protect them. * Fun Activities and Trivia: Enjoy a collection of interactive activities, quizzes, and mind-blowing trivia that will keep you entertained and informed. Become a Red Panda Hero By the end of this book, not only will you have a newfound appreciation for these enchanting animals, but you'll also discover how you can contribute to their conservation and become a true Red Panda Hero. Don't miss this opportunity to embark on a magical adventure filled with fascinating facts, gorgeous photos, and heartwarming stories about the world of red pandas. Scroll up and order your copy today!

Pandas Cookbook

Theodore Petrou
Pandas Cookbook Book PDF

Author : Theodore Petrou
Publisher : Packt Publishing Ltd
Page : 534 pages
File Size : 52,9 Mb
Release : 2017-10-23
Category : Computers
ISBN : 9781784393342

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Pandas Cookbook by Theodore Petrou Pdf

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.

Thinking in Pandas

Hannah Stepanek
Thinking in Pandas Book PDF

Author : Hannah Stepanek
Publisher : Apress
Page : 190 pages
File Size : 52,9 Mb
Release : 2020-06-05
Category : Computers
ISBN : 9781484258392

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Thinking in Pandas by Hannah Stepanek Pdf

Understand and implement big data analysis solutions in pandas with an emphasis on performance. This book strengthens your intuition for working with pandas, the Python data analysis library, by exploring its underlying implementation and data structures. Thinking in Pandas introduces the topic of big data and demonstrates concepts by looking at exciting and impactful projects that pandas helped to solve. From there, you will learn to assess your own projects by size and type to see if pandas is the appropriate library for your needs. Author Hannah Stepanek explains how to load and normalize data in pandas efficiently, and reviews some of the most commonly used loaders and several of their most powerful options. You will then learn how to access and transform data efficiently, what methods to avoid, and when to employ more advanced performance techniques. You will also go over basic data access and munging in pandas and the intuitive dictionary syntax. Choosing the right DataFrame format, working with multi-level DataFrames, and how pandas might be improved upon in the future are also covered. By the end of the book, you will have a solid understanding of how the pandas library works under the hood. Get ready to make confident decisions in your own projects by utilizing pandas—the right way. What You Will Learn Understand the underlying data structure of pandas and why it performs the way it does under certain circumstancesDiscover how to use pandas to extract, transform, and load data correctly with an emphasis on performanceChoose the right DataFrame so that the data analysis is simple and efficient.Improve performance of pandas operations with other Python libraries Who This Book Is ForSoftware engineers with basic programming skills in Python keen on using pandas for a big data analysis project. Python software developers interested in big data.

Python for Data Analysis

Wes McKinney
Python for Data Analysis Book PDF

Author : Wes McKinney
Publisher : "O'Reilly Media, Inc."
Page : 582 pages
File Size : 47,8 Mb
Release : 2022-08-12
Category : Computers
ISBN : 9781098104009

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Python for Data Analysis by Wes McKinney Pdf

Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.10 and pandas 1.4, the third edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You'll learn the latest versions of pandas, NumPy, and Jupyter in the process. Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It's ideal for analysts new to Python and for Python programmers new to data science and scientific computing. Data files and related material are available on GitHub. Use the Jupyter notebook and IPython shell for exploratory computing Learn basic and advanced features in NumPy Get started with data analysis tools in the pandas library Use flexible tools to load, clean, transform, merge, and reshape data Create informative visualizations with matplotlib Apply the pandas groupby facility to slice, dice, and summarize datasets Analyze and manipulate regular and irregular time series data Learn how to solve real-world data analysis problems with thorough, detailed examples

Panda is Still Fat

Nolen Lee
Panda is Still Fat Book PDF

Author : Nolen Lee
Publisher : Unknown
Page : 92 pages
File Size : 49,7 Mb
Release : 2019-07-13
Category : Electronic
ISBN : 0578530384

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Panda is Still Fat by Nolen Lee Pdf

"Panda is Still Fat" is the super sequel to Panda's first haiku book, "The Panda is Fat." With over 40 new illustrated haikus and eight new characters, Pak Panda aims to provide an insightful, engaging, and totally unnecessary commentary on the things in life that make us human... .or panda.