Python for Data Analysis

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491957611
Total Pages : 553 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Python for Data Analysis by : Wes McKinney

Download or read book Python for Data Analysis written by Wes McKinney and published by "O'Reilly Media, Inc.". This book was released on 2017-09-25 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second 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, IPython, 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 IPython shell and Jupyter notebook for exploratory computing Learn basic and advanced features in NumPy (Numerical Python) 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

Python Data Science Handbook

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491912138
Total Pages : 609 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Python Data Science Handbook by : Jake VanderPlas

Download or read book Python Data Science Handbook written by Jake VanderPlas and published by "O'Reilly Media, Inc.". This book was released on 2016-11-21 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools. Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python. With this handbook, you’ll learn how to use: IPython and Jupyter: provide computational environments for data scientists using Python NumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in Python Pandas: features the DataFrame for efficient storage and manipulation of labeled/columnar data in Python Matplotlib: includes capabilities for a flexible range of data visualizations in Python Scikit-Learn: for efficient and clean Python implementations of the most important and established machine learning algorithms

The Year of the Panda

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Publisher : Harper Collins
ISBN 13 : 0064403661
Total Pages : 100 pages
Book Rating : 4.0/5 (644 download)

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Book Synopsis The Year of the Panda by : Miriam Schlein

Download or read book The Year of the Panda written by Miriam Schlein and published by Harper Collins. This book was released on 1992-10-30 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: Daxiong mao is rare and mysterious, like a god, living in the midst of the mountains. Strange things are happening on Lu Yi's farm. First, some men from the Chinese government ask Lu Yi's father to sell the property that has belonged to the family for generations. Then a giant panda appears in a neighbor's field, A rare occurrence, given the farm's distance from the high-mountain bamboo forests that pandas inhabit.Lu Yi has a feeling that the two mysteries are somehow connected. And before long, an orphaned baby panda he finds in the' woods provides an answer. As the boy nurses the helpless animal back to health, he begins an adventure that may, well change his entire future.

Hands-On Data Analysis with Pandas

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Publisher : Packt Publishing Ltd
ISBN 13 : 1789612802
Total Pages : 702 pages
Book Rating : 4.7/5 (896 download)

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Book Synopsis Hands-On Data Analysis with Pandas by : Stefanie Molin

Download or read book Hands-On Data Analysis with Pandas written by Stefanie Molin and published by Packt Publishing Ltd. This book was released on 2019-07-26 with total page 702 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

100 Heartbeats

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Publisher : Rodale Books
ISBN 13 : 1605293245
Total Pages : 337 pages
Book Rating : 4.6/5 (52 download)

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Book Synopsis 100 Heartbeats by : Jeff Corwin

Download or read book 100 Heartbeats written by Jeff Corwin and published by Rodale Books. This book was released on 2009-10-27 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: It's no secret that our planet—and the delicate web of ecosystems that comprise it—is in crisis. Environmental threats such as climate change, pollution, habitat loss, and land degradation threaten the survival of thousands of plant and animal species each day. In 100 Heartbeats, conservationist and television host Jeff Corwin provides an urgent, palpable portrait of the wildlife that is suffering in silence and teetering on the brink of extinction. From the forests slipping away beneath the stealthy paws of the Florida panther, to the giant panda's plight to climb ever higher in the mountains of China in search of sustenance, to the brutal poaching tactics that have devastated Africa's rhinoceros and elephant populations, Corwin takes readers on a global tour to witness firsthand the critical state of our natural world. Along the way, he shares inspiring stories of battles being waged and won in defense of the earth's most threatened creatures by the conservationists on the front lines. These stories of hope and progress underscore an important message: Our own survival, as well as that of the world's wildlife, is in our hands. The race to save the planet's most endangered wildlife is under way. Every heartbeat matters.

R. Crumb

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Publisher : Univ. Press of Mississippi
ISBN 13 : 9781578066377
Total Pages : 276 pages
Book Rating : 4.0/5 (663 download)

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Book Synopsis R. Crumb by : R. Crumb

Download or read book R. Crumb written by R. Crumb and published by Univ. Press of Mississippi. This book was released on 2004 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this collection of interviews that spans from the late 1960s to the beginning of the twenty-first century, the comic artist proves to be iconoclastic, opinionated, and impervious to the commercial moods of the public

Python for Finance

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Author :
Publisher : O'Reilly Media
ISBN 13 : 1492024317
Total Pages : 714 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Python for Finance by : Yves Hilpisch

Download or read book Python for Finance written by Yves Hilpisch and published by O'Reilly Media. This book was released on 2018-12-05 with total page 714 pages. Available in PDF, EPUB and Kindle. Book excerpt: The financial industry has recently adopted Python at a tremendous rate, with some of the largest investment banks and hedge funds using it to build core trading and risk management systems. Updated for Python 3, the second edition of this hands-on book helps you get started with the language, guiding developers and quantitative analysts through Python libraries and tools for building financial applications and interactive financial analytics. Using practical examples throughout the book, author Yves Hilpisch also shows you how to develop a full-fledged framework for Monte Carlo simulation-based derivatives and risk analytics, based on a large, realistic case study. Much of the book uses interactive IPython Notebooks.

Python for Machine Learning

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Author :
Publisher : Machine Learning Mastery
ISBN 13 :
Total Pages : 479 pages
Book Rating : 4./5 ( download)

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Book Synopsis Python for Machine Learning by : Jason Brownlee

Download or read book Python for Machine Learning written by Jason Brownlee and published by Machine Learning Mastery. This book was released on 2022-05-25 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using clear explanations and step-by-step tutorial lessons, you will learn the underlying mechanics of the Python language, the tools in its ecosystem, tips and tricks, and much more.

The Descendant of Darkness

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Publisher : AuthorHouse
ISBN 13 : 1524698520
Total Pages : 343 pages
Book Rating : 4.5/5 (246 download)

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Book Synopsis The Descendant of Darkness by : Justin Lancaster

Download or read book The Descendant of Darkness written by Justin Lancaster and published by AuthorHouse. This book was released on 2017-07-05 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Life is full of ups and downs, and most people are capable of maintaining a healthy balance between them. However, there are also people who struggle with these internal mechanisms. This crafty novel details one young adolescents struggle. It is a miraculously inspiring and equally depressing story of a boy living with an undiagnosed mental illness. He attempts to diagnose himself throughout the novel, but he ultimately fails. Soon enough, he gets the help he needs, and he even receives a proper diagnosis from a psychiatrist. The boy vows to change his life for the better, but life has other plans for him. Family conflict, stress, and school build up an unearthly tension that leads to a shockingly climactic battle. Experience the ups and downs alongside the storys protagonist, and journey with him as he attempts to cure himself of his own disease.

Journal of Advanced Composition

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Publisher :
ISBN 13 :
Total Pages : 222 pages
Book Rating : 4.:/5 (43 download)

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Book Synopsis Journal of Advanced Composition by :

Download or read book Journal of Advanced Composition written by and published by . This book was released on 1988 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Crafting Scholarship in the Behavioral and Social Sciences

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Author :
Publisher : Routledge
ISBN 13 : 1317659376
Total Pages : 224 pages
Book Rating : 4.3/5 (176 download)

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Book Synopsis Crafting Scholarship in the Behavioral and Social Sciences by : Robert M. Milardo

Download or read book Crafting Scholarship in the Behavioral and Social Sciences written by Robert M. Milardo and published by Routledge. This book was released on 2014-08-21 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Crafting Scholarship helps readers improve their writing and publishing success in academia. Framed within the context of the editorial and peer review process, the book explores writing, editing, and reviewing in academic publishing. As such it provides unique coverage of how successful writers work, how they manage criticism, and more. Examples from successful scholars provide helpful tips in writing articles, grants, books, book chapters, and reviews. Each chapter features tools that facilitate learning including Best Practices and Writer’s Resource boxes to help maximize success, discussion questions and case studies to stimulate critical thinking, and recommended readings to encourage self exploration. A Facebook page provides an opportunity for readers to post writing updates and for instructors to share materials. Highlights include: -Insights on working with journal boards, reviewers, and contributors drawn from the author’s 30 years of experience in editing journal articles and writing books. -Describes writing quantitative and qualitative reports, theory and literature reviews, books and chapters, grants, and book reviews. -Identifies common problems academics face in writing and publishing along with practical solutions. -Explores best practices in writing peer reviews, responding to reviewers and editors, and how to calculate and interpret acceptance rates and impact factors. -Addresses how to write each section of a journal article and select keywords that facilitate digital search engines to help potential readers find an article. -Includes examples of published work and tips on writing research syntheses using meta-analytic techniques or narrative analyses. -Examines the practices of successful writers, the pros and cons of collaborations, what publishers look for, and managing criticism. -Reviews pertinent empirical literature on the core topics of writing, reviewing, and editing. Intended for graduate or advanced undergraduate courses in professional development, writing in an academic field, or research methods taught in psychology, education, human development and family studies, sociology, communication, and other social sciences, this practical guide also appeals to those interested in pursuing an academic career and new and seasoned researchers.

Composition Theory for the Postmodern Classroom

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Publisher : SUNY Press
ISBN 13 : 9780791423059
Total Pages : 388 pages
Book Rating : 4.4/5 (23 download)

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Book Synopsis Composition Theory for the Postmodern Classroom by : Gary A. Olson

Download or read book Composition Theory for the Postmodern Classroom written by Gary A. Olson and published by SUNY Press. This book was released on 1994-01-01 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Composition Theory for the Postmodern Classroom is a collection of the most outstanding articles published in the Journal of Advanced Composition over the last decade. Together these essays represent the breadth and strength of composition scholarship that has fruitfully engaged with critical theory in its many manifestations. In drawing on the critical discourses of philosophers, feminists, literary theorists, African Americanists, cultural theorists, and others, these compositionists have enriched discourse in the field, broadened intellectual conceptions of the multiple roles and functions of discourse, and opened up an infinite number of questions and new possibilities for composition theory and pedagogy.

Giddy Barber Explodes in 11

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Publisher : Holiday House
ISBN 13 : 168263714X
Total Pages : 387 pages
Book Rating : 4.6/5 (826 download)

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Book Synopsis Giddy Barber Explodes in 11 by : Dina Havranek

Download or read book Giddy Barber Explodes in 11 written by Dina Havranek and published by Holiday House. This book was released on 2024-10-15 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: The hilarious and heartening story of a teen girl who makes several astonishingly terrible decisions in an effort to find the support she needs. A spectacular YA novel from a long-time teacher and debut author, perfect for fans of coming-of-age stories like Radio Silence and The Rest of Us Just Live Here. Giddy Barber knows with certainty she’s going to become a mechanical engineer. What she doesn't know is the last time she smiled. With her parents overworked and unavailable, it falls to Giddy to make sure her siblings stay on track. But she’s exhausted. When you’re the person everyone else turns to, what do you do when you hit a wall? Giddy finds an answer online—if you can’t handle how things are going, shake them up. Is it sound advice? Unclear. But is Giddy willing to try anything? Absolutely. Putting eleven days on the clock, she’ll change her routine. But soon it becomes clear that some problems are bigger than what an online column can fix—her family is fracturing, her anxiety is mounting, and all she knows is this: Something. Has. To. Give. In Dina Havranek’s Giddy Barber Explodes in 11, a long-time teacher dives into the issues of depression, overwork, and lack of support many of her students are dealing with. In a results-obsessed society, how much are we demanding of teens? And what happens when their burdens become too much?

Minerva Clark Gives Up the Ghost

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Publisher : Bloomsbury Publishing USA
ISBN 13 : 1582346798
Total Pages : 228 pages
Book Rating : 4.5/5 (823 download)

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Book Synopsis Minerva Clark Gives Up the Ghost by : Karen Karbo

Download or read book Minerva Clark Gives Up the Ghost written by Karen Karbo and published by Bloomsbury Publishing USA. This book was released on 2007-09-04 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thirteen-year-old amateur sleuth Minerva Clark, armed with big hair and a big attitude, is contacted by a boy whose parents' Portland, Oregon, grocery store burned down, but when she agrees to investigate the fire, she does not expect to become an arson suspect herself.

New Directions in Print Culture Studies

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Publisher : Bloomsbury Publishing USA
ISBN 13 : 1501359746
Total Pages : 321 pages
Book Rating : 4.5/5 (13 download)

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Book Synopsis New Directions in Print Culture Studies by : Jesse W. Schwartz

Download or read book New Directions in Print Culture Studies written by Jesse W. Schwartz and published by Bloomsbury Publishing USA. This book was released on 2022-06-16 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: New Directions in Print Culture Studies features new methods and approaches to cultural and literary history that draw on periodicals, print culture, and material culture, thus revising and rewriting what we think we know about the aesthetic, cultural, and social history of transnational America. The unifying questions posed and answered in this book are methodological: How can we make material, archival objects meaningful? How can we engage and contest dominant conceptions of aesthetic, historical, and literary periods? How can we present archival material in ways that make it accessible to other scholars and students? What theoretical commitments does a focus on material objects entail? New Directions in Print Culture Studies brings together leading scholars to address the methodological, historical, and theoretical commitments that emerge from studying how periodicals, books, images, and ideas circulated from the 19th century to the present. Reaching beyond national boundaries, the essays in this book focus on the different materials and archives we can use to rewrite literary history in ways that highlight not a canon of “major” literary works, but instead the networks, dialogues, and tensions that define print cultures in various moments and movements.

Wong's Nursing Care of Infants and Children Australia and New Zealand Edition – For Professionals

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Author :
Publisher : Elsevier Health Sciences
ISBN 13 : 0729588386
Total Pages : 1052 pages
Book Rating : 4.7/5 (295 download)

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Book Synopsis Wong's Nursing Care of Infants and Children Australia and New Zealand Edition – For Professionals by : Lisa Speedie

Download or read book Wong's Nursing Care of Infants and Children Australia and New Zealand Edition – For Professionals written by Lisa Speedie and published by Elsevier Health Sciences. This book was released on 2021-11-09 with total page 1052 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new text has been adapted from the highly trusted Wong's Nursing Care of Infants and Children to provide a reference for professional nurses working in paediatric and child and family health settings in Australia and New Zealand. The content covers all aspects of infant, child and adolescent care, including anatomy and physiology, child and adolescent mental health, nursing care guidelines, critical thinking, family-centred care, rural and remote health, cultural and psychosocial considerations, common presenting conditions, and therapeutic management. With input from leading local expert paediatric clinicians and academics, and carefully curated for practising paediatric nurses, and nurses newly entering paediatrics, the text aligns with local professional standards, health policies, legal and ethical considerations and population data. - Well-established, comprehensive text that focuses on clinical relevance for professional nurses - Covers all aspects of infant, child and adolescent health through an assessment and management approach - Foundational information builds a solid knowledge base in paediatric nursing - Written to help nurses develop a deeper understanding of the psychosocial needs of infants, children, adolescents and their families - Case studies and research questions to build critical thinking skills - Aligned to National Safety and Quality Health Service (NSQHS) Standards - User-friendly, accessible content suitable for practising paediatric nurses across a variety of clinical settings and geographic locations

Syllabus

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Author :
Publisher : Drawn and Quarterly
ISBN 13 :
Total Pages : 206 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Syllabus by : Lynda Barry

Download or read book Syllabus written by Lynda Barry and published by Drawn and Quarterly. This book was released on 2014-10-21 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers selected pages from the author's illustrated notebooks kept during a three year period when she was figuring out how to teach a course on keeping creative notebooks.