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Navigating Pandas


Navigating Pandas
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Navigating Pandas


Navigating Pandas
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Author : Don Donnelly
language : en
Publisher: Independently Published
Release Date : 2024-04

Navigating Pandas written by Don Donnelly and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04 with Family & Relationships categories.


To the outside world, they appear like any other child. Yet, beneath the surface, a silent battle rages against an invisible foe. Pediatric Autoimmune Neuropsychiatric Disorders Associated with Streptococcal Infections (PANDAS) transcend their medical definition to become a day-to-day struggle that reshapes families, tests their limits, and fortifies their bonds. "Navigating PANDAS" invites you on a profound journey into the heart of this battle, revealing the untold stories of struggle, resilience, and the deep connections forged in adversity. Within these pages lies a narrative that doubles as a roadmap through the turbulent waters of PANDAS. From the first whispers of concern to the relentless pursuit of a treatment that brings solace, this book exposes the full spectrum of emotional and logistical challenges one family faces. Covering the nuanced aspects of diagnosis, the odyssey of finding appropriate care, and the vital role of advocacy, it offers a beacon of insight for navigating the healthcare system's labyrinth. What sets this book apart is its deeply personal lens, offering a chronicle of one family's valiant fight against PANDAS through the perspective of Don Donnelly, a father. This account is raw, real, and immensely relatable, offering a unique glimpse into the disease beyond what textbooks and medical journals can provide. It is a testament to the indomitable spirit of perseverance, love, and hope in the face of daunting obstacles. The author embodies the narrative's authenticity and depth, drawing from his firsthand experience of the highs and lows of parenting a child with PANDAS. This book extends beyond mere pages; it's a lifeline from someone who has navigated these troubled waters and emerged with invaluable insights to share. Navigating PANDAS" is an essential companion for any parent threading their way through the complexities of this condition, a valuable resource for healthcare providers, including pediatricians, neurologists, and immunologists, and a pivotal read for healthcare payers and insurers, emphasizing the critical need for early diagnosis and accessible treatment. Readers will be taken on a journey that illuminates the path from the first symptoms to diagnosis, treatment, and beyond. Offering hope, guidance, and practical advice, this narrative sheds light on identifying PANDAS, understanding the treatment landscape, and advocating for comprehensive care. Balancing the gravity of living with PANDAS against a backdrop of hope, this book confronts the challenges head-on, ultimately serving as a beacon of hope for families on a similar journey. It navigates the serious terrain of medical treatment and advocacy with honesty and courage, vividly depicting the journey through a complex healthcare landscape. The book concludes with a compelling call to action, urging healthcare providers to heighten their awareness and understanding of PANDAS, to prioritize early testing and diagnosis, and for insurers to facilitate access to essential treatments. It aims to transform the lives of those battling this condition. In "Navigating PANDAS," readers will find a story and a companion for their journey, offering light in the darkness and a voice to the challenges many face in silence.



Ultimate Pandas For Data Manipulation And Visualization


Ultimate Pandas For Data Manipulation And Visualization
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Author : Tahera Firdose
language : en
Publisher: Orange Education Pvt Ltd
Release Date : 2024-06-10

Ultimate Pandas For Data Manipulation And Visualization written by Tahera Firdose and has been published by Orange Education Pvt Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-10 with Computers categories.


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



Thinking In Pandas


Thinking In Pandas
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Author : Hannah Stepanek
language : en
Publisher: Apress
Release Date : 2020-06-05

Thinking In Pandas written by Hannah Stepanek and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-05 with Computers categories.


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.



Navigating The Medical Maze With A Child With Autism Spectrum Disorder


Navigating The Medical Maze With A Child With Autism Spectrum Disorder
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Author : Sue Ming
language : en
Publisher: Jessica Kingsley Publishers
Release Date : 2014-08-21

Navigating The Medical Maze With A Child With Autism Spectrum Disorder written by Sue Ming and has been published by Jessica Kingsley Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-08-21 with Family & Relationships categories.


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.



Pandas In The Mountains


Pandas In The Mountains
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Author : Beverley Randell
language : en
Publisher: Nelson Thornes
Release Date : 1998-07

Pandas In The Mountains written by Beverley Randell and has been published by Nelson Thornes this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-07 with Juvenile Fiction categories.


Designed to be used by children in their first six months of school PM Starters One and Two



Pandas In Action


Pandas In Action
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Author : Boris Paskhaver
language : en
Publisher: Simon and Schuster
Release Date : 2021-10-12

Pandas In Action written by Boris Paskhaver and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-12 with Computers categories.


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



Hands On Data Analysis With Pandas


Hands On Data Analysis With Pandas
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Author : Stefanie Molin
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-07-26

Hands On Data Analysis With Pandas written by Stefanie Molin and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-26 with Computers categories.


Get to grips with pandas—a versatile and high-performance Python library for data manipulation, analysis, and discovery Key FeaturesPerform efficient data analysis and manipulation tasks using pandasApply pandas to different real-world domains using step-by-step demonstrationsGet accustomed to using pandas as an effective data exploration toolBook Description Data analysis has become a necessary skill in a variety of positions where knowing how to work with data and extract insights can generate significant value. Hands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with 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 powerful 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. By the end of this book, you will be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. What you will learnUnderstand how data analysts and scientists gather and analyze dataPerform data analysis and data wrangling in PythonCombine, group, and aggregate data from multiple sourcesCreate data visualizations with pandas, matplotlib, and seabornApply machine learning (ML) algorithms to identify patterns and make predictionsUse Python data science libraries to analyze real-world datasetsUse pandas to solve common data representation and analysis problemsBuild Python scripts, modules, and packages for reusable analysis codeWho this book is for This book is for data analysts, data science beginners, and Python developers who want to explore each stage of data analysis and scientific computing using a wide range of datasets. You will also find this book useful if you are a data scientist who is looking to implement pandas in machine learning. Working knowledge of Python programming language will be beneficial.



P A N D A S Hope For Healing


P A N D A S Hope For Healing
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Author : William Cook
language : en
Publisher: Fulton Books, Inc.
Release Date : 2022-11-03

P A N D A S Hope For Healing written by William Cook and has been published by Fulton Books, Inc. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-03 with Health & Fitness categories.


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.



Pandas And People


Pandas And People
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Author : Jianguo Liu
language : en
Publisher: Oxford University Press
Release Date : 2016-01-14

Pandas And People written by Jianguo Liu and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-01-14 with Science categories.


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.



Pandas


Pandas
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Author : Debbie Gallagher
language : en
Publisher: Marshall Cavendish
Release Date : 2010

Pandas written by Debbie Gallagher and has been published by Marshall Cavendish this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Education categories.


Each book focuses on specific animals and describes the way each lives in the wild, and in natural-habitat zoos.