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Author: Tilman M. Davies Publisher: No Starch Press ISBN: 1593276516 Category : Computers Languages : en Pages : 833
Book Description
The Book of R is a comprehensive, beginner-friendly guide to R, the world’s most popular programming language for statistical analysis. Even if you have no programming experience and little more than a grounding in the basics of mathematics, you’ll find everything you need to begin using R effectively for statistical analysis. You’ll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data and performing statistical tests and modeling. You’ll even learn how to create impressive data visualizations with R’s basic graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Dozens of hands-on exercises (with downloadable solutions) take you from theory to practice, as you learn: –The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops –Statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R –How to access R’s thousands of functions, libraries, and data sets –How to draw valid and useful conclusions from your data –How to create publication-quality graphics of your results Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R’s functionality. Make The Book of R your doorway into the growing world of data analysis.
Author: Tilman M. Davies Publisher: No Starch Press ISBN: 1593276516 Category : Computers Languages : en Pages : 833
Book Description
The Book of R is a comprehensive, beginner-friendly guide to R, the world’s most popular programming language for statistical analysis. Even if you have no programming experience and little more than a grounding in the basics of mathematics, you’ll find everything you need to begin using R effectively for statistical analysis. You’ll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data and performing statistical tests and modeling. You’ll even learn how to create impressive data visualizations with R’s basic graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Dozens of hands-on exercises (with downloadable solutions) take you from theory to practice, as you learn: –The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops –Statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R –How to access R’s thousands of functions, libraries, and data sets –How to draw valid and useful conclusions from your data –How to create publication-quality graphics of your results Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R’s functionality. Make The Book of R your doorway into the growing world of data analysis.
Author: Francis Ford Coppola Publisher: Simon and Schuster ISBN: 1942872313 Category : Performing Arts Languages : en Pages : 786
Book Description
THE PUBLISHING SENSATION OF THE YEAR FOR EVERY FILM FAN The never-before-published edition of Francis Ford Coppola’s notes and annotations on The Godfather novel by Mario Puzo reveals the story behind one of the world’s most iconic films. The most important unpublished work on one of the greatest films of all time, The Godfather, written before filming, by the man who wrote and directed it—Francis Ford Coppola, then only thirty-two years old—reveals the intense creative process that went into making this seminal film. With his meticulous notes and impressions of Mario Puzo’s novel, the notebook was referred to by Coppola daily on set while he directed the movie. The Godfather Notebook pulls back the curtain on the legendary filmmaker and the film that launched his illustrious career. Complete with an introduction by Francis Ford Coppola and exclusive photographs from on and off the set, this is a unique, beautiful, and faithful reproduction of Coppola’s original notebook. This publication will change the way the world views the iconic film—and the process of filmmaking at large. A must-have book of the season. Nothing like it has ever been published before
Author: Natalia Ginzburg Publisher: New Directions Publishing ISBN: 0811228797 Category : Fiction Languages : en Pages : 86
Book Description
Finally back in print, a frighteningly lucid feminist horror story about marriage The Dry Heart begins and ends with the matter-of-fact pronouncement: “I shot him between the eyes.” As the tale—a plunge into the chilly waters of loneliness, desperation, and bitterness—proceeds, the narrator's murder of her flighty husband takes on a certain logical inevitability. Stripped of any preciousness or sentimentality, Natalia Ginzburg's writing here is white-hot, tempered by rage. She transforms the unhappy tale of an ordinary dull marriage into a rich psychological thriller that seems to beg the question: why don't more wives kill their husbands?
Author: Tucker, Heather Publisher: ECW Press ISBN: 1770909176 Category : Fiction Languages : en Pages : 414
Book Description
A stunning and lyrical debut novel Vincent Appleton smiles at his daughters, raises a gun, and blows off his head. For the Appleton sisters, life had unravelled many times before. This time it explodes. Eight-year-old Hariet, known to all as Ari, is dispatched to Cape Breton and her Aunt Mary, who is purported to eat little girls. But Mary and her partner, Nia, offer an unexpected refuge to Ari and her steadfast companion, Jasper, an imaginary seahorse. Yet the respite does not last, and Ari is torn from her aunts and forced back to her twisted mother and fractured sisters. Her new stepfather, Len, and his family offer hope, but as Ari grows to adore them, sheÍs severed violently from them too, when her mother moves in with the brutal Dick Irwin. Through the sexual revolution and drug culture of the 1960s, Ari struggles with her fatherÍs legacy and her motherÍs addictions, testing limits with substances that numb and men who show her kindness. Ari spins through a chaotic decade of loss and love, the devilish and divine, with wit, tenacity, and the astonishing balance unique to seahorses. The Clay Girl is a beautiful tour de force about a child sculpted by kindness, cruelty, and the extraordinary power of imagination, and her families „ the one sheÍs born in to and the one she creates.
Author: Marc Peter Deisenroth Publisher: Cambridge University Press ISBN: 1108569323 Category : Computers Languages : en Pages : 392
Book Description
The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.
Author: Stephen Boyd Publisher: Cambridge University Press ISBN: 1316518965 Category : Business & Economics Languages : en Pages : 477
Book Description
A groundbreaking introduction to vectors, matrices, and least squares for engineering applications, offering a wealth of practical examples.
Author: Jake VanderPlas Publisher: "O'Reilly Media, Inc." ISBN: 1491912138 Category : Computers Languages : en Pages : 609
Book Description
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
Author: Melissa Donovan Publisher: ISBN: 9780997671339 Category : Languages : en Pages : 210
Book Description
If you're reading this, you're probably a writer, or you aspire to be one. So where do you start? How do you navigate this craft and find your place in it? What's the best way to turn your thoughts and ideas into words, paragraphs, and pages? Ready, Set, Write will show you what you can write and how you can write it. You'll explore various forms of creative writing, answer questions that deepen your understanding of the craft, and stretch your author muscles as you create and polish new and original works. You'll learn how to stay motivated and inspired, and you'll put together your own writer's tool kit packed with everything you need to do your work. Plus, you'll get tons of writing tips to help you write more and write better. Created for hobbyists and aspiring professionals alike, Ready, Set, Write is structured to be used by individuals or in the classroom. Ideal for young and new writers, it also works as a refresher for seasoned scribes. Are you ready to start your writing adventure? Ready, Set, Write: A Guide to Creative Writing will show you the way.
Author: Tilman M. Davies
Author: Tilman M. Davies
Author: Francis Ford Coppola
Author: Natalia Ginzburg
Author: Tucker, Heather
Author: United States. Bureau of Education
Author: Bird Thomas Baldwin
Author: Marc Peter Deisenroth
Author: Stephen Boyd
Author: Jake VanderPlas
Author: Melissa Donovan