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Python Data Science Handbook

Author : Jake VanderPlas
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491912138
Total Pages : 743 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 743 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 Art of Plotting

Author : Linda J. Cowgill
Publisher : Lone Eagle
ISBN 13 : 030787513X
Total Pages : 210 pages
Book Rating : 4.3/5 (78 download)

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Book Synopsis The Art of Plotting by : Linda J. Cowgill

Download or read book The Art of Plotting written by Linda J. Cowgill and published by Lone Eagle. This book was released on 2010-12-08 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: The complete, clear guide to creating compelling plots for film -Integrate plot, characterization, and exposition to make stories real - Examples from new and classic movies examine great plots in action Plot must be as much about the emotions of the characters as it is about the events of the story. That’s the message of The Art of Plotting, which teaches screenwriters how to integrate plot, characterization, and exposition to make stories compelling. Using examples from recent and classic movies, author Linda J. Cowgill demonstrates how the plot springs naturally from the characters--and how that technique makes audiences connect with the story on a more intimate level. Examples include American Beauty, Shakespeare in Love, Erin Brockovich, Spider-Man, Chinatown, Jaws, and more. Easy exercises reveal common plot problems and help writers overcome them. Clear and easy to understand and to use, The Art of Plotting shows exactly how great plotting evolves from characters caught in life-changing conflicts--and how to create great plots driven by that idea.

Interactive Visualization and Plotting with Julia

Author : Diego Javier Zea
Publisher : Packt Publishing Ltd
ISBN 13 : 1801819211
Total Pages : 393 pages
Book Rating : 4.8/5 (18 download)

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Book Synopsis Interactive Visualization and Plotting with Julia by : Diego Javier Zea

Download or read book Interactive Visualization and Plotting with Julia written by Diego Javier Zea and published by Packt Publishing Ltd. This book was released on 2022-08-29 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: Represent and analyze data using Plots to find actionable insights using Julia programming Key FeaturesLearn to use static and interactive plots to explore data with JuliaBecome well versed with the various plotting attributes needed to customize your plotsCreate insightful and appealing plots using data interactions, animations, layouts, and themesBook Description The Julia programming language offers a fresh perspective into the data visualization field. Interactive Visualization and Plotting with Julia begins by introducing the Julia language and the Plots package. The book then gives a quick overview of the Julia plotting ecosystem to help you choose the best library for your task. In particular, you will discover the many ways to create interactive visualizations with its packages. You'll also leverage Pluto notebooks to gain interactivity and use them intensively through this book. You'll find out how to create animations, a handy skill for communication and teaching. Then, the book shows how to solve data analysis problems using DataFrames and various plotting packages based on the grammar of graphics. Furthermore, you'll discover how to create the most common statistical plots for data exploration. Also, you'll learn to visualize geographically distributed data, graphs and networks, and biological data. Lastly, this book will go deeper into plot customizations with Plots, Makie, and Gadfly—focusing on the former—teaching you to create plot themes, arrange multiple plots into a single figure, and build new plot types. By the end of this Julia book, you'll be able to create interactive and publication-quality static plots for data analysis and exploration tasks using Julia. What you will learnCreate interactive plots with Makie, Plots, Jupyter, and PlutoCreate standard statistical plots and visualize clustering resultsPlot geographically distributed and biological dataVisualize graphs and networks using GraphRecipes and GraphPlotsFind out how to draw and animate objects with Javis, Plots, and MakieDefine plot themes to reuse plot visual aspect customizationsArrange plots using Plots, Makie, and Gadfly layout systemsDefine new plot types and determine how Plots and Makie show objectsWho this book is for Data analysts looking to explore Julia's data visualization capabilities will find this book helpful, along with scientists and academics who want to generate and communicate knowledge and improve their teaching material. This data visualization book will also interest Julia programmers willing to delve into the language plotting ecosystem and improve their visualization skills. Basic programming knowledge is assumed — but the book will introduce you to Julia's important features. Familiarity with mathematical and statistical concepts will help you make the most of some of the chapters.

Calmly Plotting the Resurrection

Author : Donna Schaper
Publisher : Wipf and Stock Publishers
ISBN 13 : 1597520209
Total Pages : 101 pages
Book Rating : 4.5/5 (975 download)

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Book Synopsis Calmly Plotting the Resurrection by : Donna Schaper

Download or read book Calmly Plotting the Resurrection written by Donna Schaper and published by Wipf and Stock Publishers. This book was released on 2008-04-01 with total page 101 pages. Available in PDF, EPUB and Kindle. Book excerpt: Donna Schaper has written a thought-provoking book to assist readers in developing a way to move forward, a way to become persons of faith, and a way of becoming Christians by calmly plotting the resurrection. Schaper provides a daily exercise for the seven weeks of the Lenten season, including a passage of Scripture, a brief reflection, and concluding questions for further consideration or group discussion. The themes for each week of reflections are: Week 1--Where Are We Going? Week 2--Are We There Yet? Week 3--Are We Lost? Week 4--Parabolic Thinking: The Land Beyond Lost, Next To Doubt Week 5--What Is Enough Resurrection? Week 6--Rising Week 7--Risen Schaper provides a daily guide for our journey through the Lenten season, filled with personal illustrations, inspirational stories, and words for reflection. Perfect for individual study and for adult groups, Calmly Plotting the Resurrection is a helpful resource for anyone seeking a meaningful journey toward Easter.

Planning, Plotting, & Producing Your Series

Author : Heather Cardona
Publisher : Grey Star Publishing, LLC
ISBN 13 :
Total Pages : 476 pages
Book Rating : 4./5 ( download)

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Book Synopsis Planning, Plotting, & Producing Your Series by : Heather Cardona

Download or read book Planning, Plotting, & Producing Your Series written by Heather Cardona and published by Grey Star Publishing, LLC. This book was released on 2023-08-27 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Million Dollar Outlines

Author : David Farland
Publisher : WordFire +ORM
ISBN 13 : 1614751757
Total Pages : 228 pages
Book Rating : 4.6/5 (147 download)

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Book Synopsis Million Dollar Outlines by : David Farland

Download or read book Million Dollar Outlines written by David Farland and published by WordFire +ORM. This book was released on 2023-02-03 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the secrets to crafting a successful novel in this guide by a master writer & instructor and New York Times–bestselling author. Bestselling author David Farland taught dozens of writers who went on to staggering literary success, including such #1 New York Times Bestsellers as Brandon Mull (Fablehaven), Brandon Sanderson (Wheel of Time), James Dashner (The Maze Runner) and Stephenie Mayer (Twilight). In this book, Dave teaches how to analyze an audience and outline a novel to appeal to a wide readership. The secrets found in his unconventional approach will help you understand why so many of his authors went on to prominence. Hailed as “the wizard of storytelling,” Dave was an award-winning, international best-selling author with more than fifty novels in print, and a tireless mentor and instructor of new writers. His book Million Dollar Outlines is a seminal work teaching authors how to create a blueprint for a novel that can lead to bestseller success.

Long-term Rock Noise Plotting Techniques

Author : Richard C. Repsher
Publisher :
ISBN 13 :
Total Pages : 16 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Long-term Rock Noise Plotting Techniques by : Richard C. Repsher

Download or read book Long-term Rock Noise Plotting Techniques written by Richard C. Repsher and published by . This book was released on 1979 with total page 16 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computer Program for Plotting and Fairing Wind-tunnel Data

Author :
Publisher :
ISBN 13 :
Total Pages : 136 pages
Book Rating : 4.:/5 (317 download)

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Book Synopsis Computer Program for Plotting and Fairing Wind-tunnel Data by :

Download or read book Computer Program for Plotting and Fairing Wind-tunnel Data written by and published by . This book was released on 1983 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt:

R Markdown Cookbook

Author : Yihui Xie
Publisher : CRC Press
ISBN 13 : 1000290883
Total Pages : 353 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis R Markdown Cookbook by : Yihui Xie

Download or read book R Markdown Cookbook written by Yihui Xie and published by CRC Press. This book was released on 2020-10-21 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new book written by the developers of R Markdown is an essential reference that will help users learn and make full use of the software. Those new to R Markdown will appreciate the short, practical examples that address the most common issues users encounter. Frequent users will also benefit from the wide ranging tips and tricks that expose ‘hidden’ features, support customization and demonstrate the many new and varied applications of the software. After reading this book users will learn how to: Enhance your R Markdown content with diagrams, citations, and dynamically generated text Streamline your workflow with child documents, code chunk references, and caching Control the formatting and layout with Pandoc markdown syntax or by writing custom HTML and LaTeX templates Utilize chunk options and hooks to fine-tune how your code is processed Switch between different language engineers to seamlessly incorporate python, D3, and more into your analysis

The Plot Whisperer

Author : Martha Alderson
Publisher : Simon and Schuster
ISBN 13 : 1440528470
Total Pages : 256 pages
Book Rating : 4.4/5 (45 download)

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Book Synopsis The Plot Whisperer by : Martha Alderson

Download or read book The Plot Whisperer written by Martha Alderson and published by Simon and Schuster. This book was released on 2011-09-15 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover how to create stories that build suspense, reveal character, and engage your audience with this ultimate guide to writing. When it comes to writing bestsellers, it’s all about the plot. Trouble is, plot is where most writers fall down—but you don’t have to be one of them. With this book, you’ll learn how to create stories that build suspense, reveal character, and engage readers—one scene at a time. Celebrated writing teacher and author Martha Alderson has devised a plotting system that’s as innovative as it is easy to implement. With her foolproof blueprint, you’ll learn to devise a successful storyline for any genre. She shows how to: -Use the power of the Universal Story -Create plot lines and subplots that work together -Effectively use a scene tracker for maximum impact -Insert energetic markers at the right points in your story -Show character transformation at the book’s climax This is the ultimate guide for you to write page-turners that sell!

Plotting Landscape Perspectives of Clearcut Units

Author : Roger H. Twito
Publisher :
ISBN 13 :
Total Pages : 32 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Plotting Landscape Perspectives of Clearcut Units by : Roger H. Twito

Download or read book Plotting Landscape Perspectives of Clearcut Units written by Roger H. Twito and published by . This book was released on 1978 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aesthetics of clearcut units potentially visible from a distance can be improved by judicious design. Screening clearcuts from view or shaping them to characterize natural openings are current methods used for this purpose. Perspective plots illustrating how proposed clearcut units will look from specific off-site viewing points provide an appropriate means of evaluating how well the units meet desired visual objectives. This procedure has been automated on a desk-top computer system using digitizer, plotting peripherals, and topographic maps. The explanations, listings, and logic are included in this report.

Plotting Disability in the Nineteenth-Century Novel

Author : Walker Gore Clare Walker Gore
Publisher : Edinburgh University Press
ISBN 13 : 1474455042
Total Pages : 308 pages
Book Rating : 4.4/5 (744 download)

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Book Synopsis Plotting Disability in the Nineteenth-Century Novel by : Walker Gore Clare Walker Gore

Download or read book Plotting Disability in the Nineteenth-Century Novel written by Walker Gore Clare Walker Gore and published by Edinburgh University Press. This book was released on 2019-11-01 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Examines the significance of disability in nineteenth-century fictionOffers new insights into how disability shapes plot in nineteenth-century fictionInvestigates the impact of a developing social category on the form of the novel, opening up ways of thinking about the intersection between novelistic characterisation and categories of social organisation Offers new readings of well-known novels by major writers such as Dickens, Eliot and James and brings these texts into conversation with work by more marginalised figures such as Yonge and Craik, considering the relationship between canon formation and the representation of disabilityThis book takes an exciting new approach to characterisation and plot in the Victorian novel, examining the vital narrative work performed by disabled characters. It pdemonstrates the centrality of disability to the Victorian novel, demonstrating how attention to disability sheds new light on texts' arrangement and use of bodies. It also argues that the representation of the disabled body shaped and signalled different generic traditions in nineteenth-century fiction. This wide-ranging study offers new readings of major writers including Charles Dickens, Wilkie Collins, George Eliot and Henry James, as well as exploring lesser known writers such as Charlotte M. Yonge and Dinah Mulock Craik.

Plotting, Squatting, Public Purpose and Politics

Author : Robert Jan Baken
Publisher : Routledge
ISBN 13 : 1351770411
Total Pages : 422 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis Plotting, Squatting, Public Purpose and Politics by : Robert Jan Baken

Download or read book Plotting, Squatting, Public Purpose and Politics written by Robert Jan Baken and published by Routledge. This book was released on 2018-05-08 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: This title was first published in 2003. Since independence in 1947, India has undergone a phase of rapid urbanization. New planning laws have been passed, new organizations established, public policy documents and discussion papers prepared and a host of land and housing schemes have been implemented. Still, however, the vast majority of urban expansion is an unplanned process that takes the form of squatting and illegal or semi-legal land subdivision. By looking in detail at two rapidly growing cities in Andhra Pradesh (Vijayawada and Viaskhapatnam) this book explores cultural, physical-spatial, political and economic determinants of the allocation of urban land and of urban growth in India in historical context. It focuses on the interplay between the government and the organizations in charge of their implementation, and the private sector on the other. Special attention is given to the conditions of the urban poor, with the changes in their socio-economic conditions.

Business Conditions Digest

Author :
Publisher :
ISBN 13 :
Total Pages : 124 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Business Conditions Digest by :

Download or read book Business Conditions Digest written by and published by . This book was released on 1989 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt:

ggplot2

Author : Hadley Wickham
Publisher : Springer Science & Business Media
ISBN 13 : 0387981411
Total Pages : 213 pages
Book Rating : 4.3/5 (879 download)

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Book Synopsis ggplot2 by : Hadley Wickham

Download or read book ggplot2 written by Hadley Wickham and published by Springer Science & Business Media. This book was released on 2009-10-03 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides both rich theory and powerful applications Figures are accompanied by code required to produce them Full color figures

Medical Statistics

Author : Stephen J. Walters
Publisher : John Wiley & Sons
ISBN 13 : 111942366X
Total Pages : 448 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis Medical Statistics by : Stephen J. Walters

Download or read book Medical Statistics written by Stephen J. Walters and published by John Wiley & Sons. This book was released on 2020-11-20 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 5th edition of this popular introduction to statistics for the medical and health sciences has undergone a significant revision, with several new chapters added and examples refreshed throughout the book. Yet it retains its central philosophy to explain medical statistics with as little technical detail as possible, making it accessible to a wide audience. Helpful multi-choice exercises are included at the end of each chapter, with answers provided at the end of the book. Each analysis technique is carefully explained and the mathematics kept to minimum. Written in a style suitable for statisticians and clinicians alike, this edition features many real and original examples, taken from the authors' combined many years' experience of designing and analysing clinical trials and teaching statistics. Students of the health sciences, such as medicine, nursing, dentistry, physiotherapy, occupational therapy, and radiography should find the book useful, with examples relevant to their disciplines. The aim of training courses in medical statistics pertinent to these areas is not to turn the students into medical statisticians but rather to help them interpret the published scientific literature and appreciate how to design studies and analyse data arising from their own projects. However, the reader who is about to design their own study and collect, analyse and report on their own data will benefit from a clearly written book on the subject which provides practical guidance to such issues. The practical guidance provided by this book will be of use to professionals working in and/or managing clinical trials, in academic, public health, government and industry settings, particularly medical statisticians, clinicians, trial co-ordinators. Its practical approach will appeal to applied statisticians and biomedical researchers, in particular those in the biopharmaceutical industry, medical and public health organisations.

Computing with Maple

Author : Francis Wright
Publisher : CRC Press
ISBN 13 : 9781584882367
Total Pages : 558 pages
Book Rating : 4.8/5 (823 download)

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Book Synopsis Computing with Maple by : Francis Wright

Download or read book Computing with Maple written by Francis Wright and published by CRC Press. This book was released on 2001-09-27 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: Powerful, flexible, easy to use-small wonder that the use of MAPLE® continues to increase, particularly since the latest releases of MAPLE. The built-in nature of its numerical and graphical facilities gives MAPLE a distinct advantage over traditional programming languages, yet to date, no textbook has used that advantage to introduce programming concepts. Moreover, few books based on MAPLE's latest versions even exist. Computing with MAPLE presents general programming principles using MAPLE as a concrete example of a programming language. The author first addresses the basic MAPLE functions accessible for interactive use then moves to actual programming, discussing all of the programming facilities that MAPLE provides, including control structures, data types, graphics, spreadsheets, text processing, and object oriented programming. Reflecting MAPLE's primary function as a computational tool, the book's emphasis is on mathematical examples, and it includes a full chapter devoted to algebraic programming. Classroom tested since 1995, the material in Computing with MAPLE is particularly appropriate for an intermediate-level introductory course in programming for both mathematics and computing students. It includes numerous exercises and test questions, with MAPLE worksheets, contact information, and supplementary material available on the Internet.