Plotting for Beginners
Author:
Publisher:
Published: 2006
Total Pages:
ISBN-13: 9781433702303
DOWNLOAD EBOOKIntended for those who ever wanted a new start.
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Hands-on Matplotlib
Author: Ashwin Pajankar
Publisher: Apress
Published: 2021-11-28
Total Pages: 299
ISBN-13: 9781484274095
DOWNLOAD EBOOKLearn the core aspects of NumPy, Matplotlib, and Pandas, and use them to write programs with Python 3. This book focuses heavily on various data visualization techniques and will help you acquire expert-level knowledge of working with Matplotlib, a MATLAB-style plotting library for Python programming language that provides an object-oriented API for embedding plots into applications. You'll begin with an introduction to Python 3 and the scientific Python ecosystem. Next, you'll explore NumPy and ndarray data structures, creation routines, and data visualization. You'll examine useful concepts related to style sheets, legends, and layouts, followed by line, bar, and scatter plots. Chapters then cover recipes of histograms, contours, streamplots, and heatmaps, and how to visualize images and audio with pie and polar charts. Moving forward, you'll learn how to visualize with pcolor, pcolormesh, and colorbar, and how to visualize in 3D in Matplotlib, create simple animations, and embed Matplotlib with different frameworks. The concluding chapters cover how to visualize data with Pandas and Matplotlib, Seaborn, and how to work with the real-life data and visualize it. After reading Hands-on Matplotlib you'll be proficient with Matplotlib and able to comfortably work with ndarrays in NumPy and data frames in Pandas. What You'll Learn Understand Data Visualization and Python using Matplotlib Review the fundamental data structures in NumPy and Pandas Work with 3D plotting, visualizations, and animations Visualize images and audio data Who This Book Is For Data scientists, machine learning engineers and software professionals with basic programming skills.
Think Julia
Author: Ben Lauwens
Publisher: "O'Reilly Media, Inc."
Published: 2019-04-05
Total Pages: 298
ISBN-13: 1492044989
DOWNLOAD EBOOKIf you’re just learning how to program, Julia is an excellent JIT-compiled, dynamically typed language with a clean syntax. This hands-on guide uses Julia 1.0 to walk you through programming one step at a time, beginning with basic programming concepts before moving on to more advanced capabilities, such as creating new types and multiple dispatch. Designed from the beginning for high performance, Julia is a general-purpose language ideal for not only numerical analysis and computational science but also web programming and scripting. Through exercises in each chapter, you’ll try out programming concepts as you learn them. Think Julia is perfect for students at the high school or college level as well as self-learners and professionals who need to learn programming basics. Start with the basics, including language syntax and semantics Get a clear definition of each programming concept Learn about values, variables, statements, functions, and data structures in a logical progression Discover how to work with files and databases Understand types, methods, and multiple dispatch Use debugging techniques to fix syntax, runtime, and semantic errors Explore interface design and data structures through case studies
The Seven Basic Plots
Author: Christopher Booker
Publisher: Bloomsbury Publishing
Published: 2005-11-11
Total Pages: 737
ISBN-13: 1441116516
DOWNLOAD EBOOKThis remarkable and monumental book at last provides a comprehensive answer to the age-old riddle of whether there are only a small number of 'basic stories' in the world. Using a wealth of examples, from ancient myths and folk tales via the plays and novels of great literature to the popular movies and TV soap operas of today, it shows that there are seven archetypal themes which recur throughout every kind of storytelling. But this is only the prelude to an investigation into how and why we are 'programmed' to imagine stories in these ways, and how they relate to the inmost patterns of human psychology. Drawing on a vast array of examples, from Proust to detective stories, from the Marquis de Sade to E.T., Christopher Booker then leads us through the extraordinary changes in the nature of storytelling over the past 200 years, and why so many stories have 'lost the plot' by losing touch with their underlying archetypal purpose. Booker analyses why evolution has given us the need to tell stories and illustrates how storytelling has provided a uniquely revealing mirror to mankind's psychological development over the past 5000 years. This seminal book opens up in an entirely new way our understanding of the real purpose storytelling plays in our lives, and will be a talking point for years to come.
Coastal Navigation
Author: Dominique F. Prinet
Publisher: FriesenPress
Published: 2017-01-09
Total Pages: 132
ISBN-13: 1525521233
DOWNLOAD EBOOKCoastal Navigation for Class and Home Study is based on the notes prepared for students by the author during some 20 years of teaching navigation, initially to private or commercial pilots, and then to sailors and professional mariners. The book is copiously illustrated with graphics which explain chart projections, scales and symbols, and describe lights and other navigation aids. It demystifies the True, Magnetic and Compass Norths as well as problems of time, speed and distances, and explains how to plot courses and take bearings, or draw regular and advanced Lines of Position using the international system of labeling. The book further clarifies the use of vectors to easily determine the impact of a current on the boat speed and direction, and goes on to show how to evaluate tides and currents. The final sections describe the use of GPS and electronic charts, highlighting their limitations. Additional notes and explanations are given in the areas where students traditionally experience difficulties, as well as supplementary examples and exercises. The companion book, Coastal Navigation Exercises, offers all the exercises needed for practice.
I Am Goose!
Author: Dorothia Rohner
Publisher: Clarion Books
Published: 2020
Total Pages: 37
ISBN-13: 1328841596
DOWNLOAD EBOOKGoose asks to play "Duck, Duck, Goose" with the other animals and birds, but causes trouble by insisting that none of them can possibly be goose.
Learning Statistics with R
Author: Daniel Navarro
Publisher: Lulu.com
Published: 2013-01-13
Total Pages: 617
ISBN-13: 1326189727
DOWNLOAD EBOOK"Learning Statistics with R" covers the contents of an introductory statistics class, as typically taught to undergraduate psychology students, focusing on the use of the R statistical software and adopting a light, conversational style throughout. The book discusses how to get started in R, and gives an introduction to data manipulation and writing scripts. From a statistical perspective, the book discusses descriptive statistics and graphing first, followed by chapters on probability theory, sampling and estimation, and null hypothesis testing. After introducing the theory, the book covers the analysis of contingency tables, t-tests, ANOVAs and regression. Bayesian statistics are covered at the end of the book. For more information (and the opportunity to check the book out before you buy!) visit http://ua.edu.au/ccs/teaching/lsr or http://learningstatisticswithr.com
Numerical Python
Author: Robert Johansson
Publisher: Apress
Published: 2018-12-24
Total Pages: 709
ISBN-13: 1484242467
DOWNLOAD EBOOKLeverage the numerical and mathematical modules in Python and its standard library as well as popular open source numerical Python packages like NumPy, SciPy, FiPy, matplotlib and more. This fully revised edition, updated with the latest details of each package and changes to Jupyter projects, demonstrates how to numerically compute solutions and mathematically model applications in big data, cloud computing, financial engineering, business management and more. Numerical Python, Second Edition, presents many brand-new case study examples of applications in data science and statistics using Python, along with extensions to many previous examples. Each of these demonstrates the power of Python for rapid development and exploratory computing due to its simple and high-level syntax and multiple options for data analysis. After reading this book, readers will be familiar with many computing techniques including array-based and symbolic computing, visualization and numerical file I/O, equation solving, optimization, interpolation and integration, and domain-specific computational problems, such as differential equation solving, data analysis, statistical modeling and machine learning. What You'll Learn Work with vectors and matrices using NumPy Plot and visualize data with Matplotlib Perform data analysis tasks with Pandas and SciPy Review statistical modeling and machine learning with statsmodels and scikit-learn Optimize Python code using Numba and Cython Who This Book Is For Developers who want to understand how to use Python and its related ecosystem for numerical computing.
The Plot Dot
Author: Derek Murphy
Publisher:
Published: 2016-04-13
Total Pages: 180
ISBN-13: 9780692693360
DOWNLOAD EBOOKAn Adult Coloring Book for Authors!This book will help you paint powerful visual scenes that stick with readers long after they're finished your book. The techniques described within are simple and easy to use. Think of this as a guided coloring book adventure. YOUR adventure.There are lots of systems and guides to plotting, but if you're like me you have journals filled with notes, scenes and description... it can get overwhelming. I've based this book on traditional three-act story architecture, but it's greatly simplified. Plotters and pantsers can use the guided exercises to gain greater visual clarity and build more meaningful scenes with resonance. This book will help you get organized and unlock hidden potential in your scenes that you didn't know was there, by going beyond words and focusing on drawing and coloring your scenes until you have a full outline.This book makes an excellent workbook for writing retreats, is simple enough for children to use (it's never too early to write your first novel), and introduces a new, and hopefully useful, way to organize your novel, improve your writing, and create unforgettable scenes that will make a deep and lasting impact.
Python Data Science Handbook
Author: Jake VanderPlas
Publisher: "O'Reilly Media, Inc."
Published: 2016-11-21
Total Pages: 743
ISBN-13: 1491912138
DOWNLOAD EBOOKFor 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
