Exploring the Earth with QGIS

Download Exploring the Earth with QGIS PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3031460421
Total Pages : 243 pages
Book Rating : 4.0/5 (314 download)

DOWNLOAD NOW!


Book Synopsis Exploring the Earth with QGIS by : Fatwa Ramdani

Download or read book Exploring the Earth with QGIS written by Fatwa Ramdani and published by Springer Nature. This book was released on 2023-12-23 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the rapid advancements in satellite technology, earth remote sensing has become an indispensable tool for a wide range of applications, from environmental monitoring to disaster management. However, the vast amount of data generated by these satellites can be overwhelming for many researchers and practitioners who lack the necessary skills and tools to process and analyze it. This is where QGIS comes in. QGIS is a powerful, open-source Geographic Information System (GIS) software that has been extensively used in the field of earth remote sensing. It provides a user-friendly platform for processing, analyzing, and visualizing satellite imagery, enabling users to unlock the full potential of earth remote sensing data. The purpose of this book is to help researchers and practitioners who lack the necessary skills and tools to process and analyze satellite imagery using QGIS. There are several books that cover the use of QGIS for earth remote sensing, but most of them are either too technical or too general. This book fills this gap by providing a comprehensive and user-friendly guide to using QGIS for earth remote sensing applications. It includes a range of real-world case studies that demonstrate the power and versatility of QGIS for solving complex problems in earth remote sensing. This will provide readers with practical examples of how to use QGIS for earth remote sensing and inspire them to explore new applications and possibilities. The book is intended for GIS professionals, students (undergraduate and graduate), and researchers who are interested in using QGIS for earth remote sensing applications. It will be particularly useful for those who are new to QGIS or who want to expand their knowledge of the software for remote sensing purposes.

Learning QGIS

Download Learning QGIS PDF Online Free

Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1785888153
Total Pages : 210 pages
Book Rating : 4.7/5 (858 download)

DOWNLOAD NOW!


Book Synopsis Learning QGIS by : Anita Graser

Download or read book Learning QGIS written by Anita Graser and published by Packt Publishing Ltd. This book was released on 2016-03-10 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: The latest guide to using QGIS 2.14 to create great maps and perform geoprocessing tasks with ease About This Book Learn how to work with various data and create beautiful maps using this easy-to-follow guide. Give a touch of professionalism to your maps both for functionality and look and feel with the help of this practical guide. A progressive hands-on guide that builds on a geo-spatial data and adds more reactive maps by using geometry tools. Who This Book Is For This book is great for users, developers, and consultants who know the basic functions and processes of GIS and want to learn to use QGIS to analyze geospatial data and create rich mapping applications. If you want to take advantage of the wide range of functionalities that QGIS offers, then this is the book for you. What You Will Learn Install QGIS and get familiar with the user interface Load vector and raster data from files, databases, and web services Create, visualize, and edit spatial data Perform geoprocessing tasks and automate them Create advanced cartographic outputs Design great print maps Expand QGIS using Python In Detail QGIS is a user-friendly open source geographic information system (GIS) that runs on Linux, Unix, Mac OS X, and Windows. The popularity of open source geographic information systems and QGIS in particular has been growing rapidly over the last few years. Learning QGIS Third Edition is a practical, hands-on guide updated for QGIS 2.14 that provides you with clear, step-by-step exercises to help you apply your GIS knowledge to QGIS. Through clear, practical exercises, this book will introduce you to working with QGIS quickly and painlessly. This book takes you from installing and configuring QGIS to handling spatial data to creating great maps. You will learn how to load and visualize existing spatial data and create data from scratch. You will get to know important plugins, perform common geoprocessing and spatial analysis tasks and automate them with Processing. We will cover how to achieve great cartographic output and print maps. Finally, you will learn how to extend QGIS using Python and even create your own plugin. Style and approach A step by step approach to explain concepts of Geospatial map with the help of real life examples

Open Source GIS: A GRASS GIS Approach

Download Open Source GIS: A GRASS GIS Approach PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1402080654
Total Pages : 415 pages
Book Rating : 4.4/5 (2 download)

DOWNLOAD NOW!


Book Synopsis Open Source GIS: A GRASS GIS Approach by : Markus Neteler

Download or read book Open Source GIS: A GRASS GIS Approach written by Markus Neteler and published by Springer Science & Business Media. This book was released on 2008-01-17 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the first edition of Open Source GIS: A GRASS GIS Approach was published in 2002, GRASS has undergone major improvements. This second edition includes numerous updates related to the new development; its text is based on the GRASS 5.3 version from December 2003. Besides changes related to GRASS 5.3 enhancements, the introductory chapters have been re-organized, providing more extensive information on import of external data. Most of the improvements in technical accuracy and clarity were based on valuable feedback from readers. Open Source GIS: A GRASS GIS Approach, Second Edition, provides updated information about the use of GRASS, including geospatial modeling with raster, vector, and site data, image processing, visualization, and coupling with other open source tools for geostatistical analysis and web applications. A brief introduction to programming within GRASS encourages new development. The sample data set used throughout the book has been updated and is available on the GRASS web site. This book also includes links to sites where the GRASS software and on-line reference manuals can be downloaded and additional applications can be viewed.

Revolutionizing Earth Observation -

Download Revolutionizing Earth Observation - PDF Online Free

Author :
Publisher : BoD – Books on Demand
ISBN 13 : 0854667105
Total Pages : 228 pages
Book Rating : 4.8/5 (546 download)

DOWNLOAD NOW!


Book Synopsis Revolutionizing Earth Observation - by : Rifaat M. Abdalla

Download or read book Revolutionizing Earth Observation - written by Rifaat M. Abdalla and published by BoD – Books on Demand. This book was released on 2024-07-31 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt:

QGIS 2 Cookbook

Download QGIS 2 Cookbook PDF Online Free

Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 178398497X
Total Pages : 391 pages
Book Rating : 4.7/5 (839 download)

DOWNLOAD NOW!


Book Synopsis QGIS 2 Cookbook by : Alex Mandel

Download or read book QGIS 2 Cookbook written by Alex Mandel and published by Packt Publishing Ltd. This book was released on 2016-04-29 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: Become a QGIS power user and master QGIS data management, visualization, and spatial analysis techniques About This Book Explore and create time-based visualizations and build interactive maps Maximize your use of the QGIS features, plugins and toolbox automation Packed with lots of sample datasets to enable a better understanding of the code Who This Book Is For If you are an intermediate GIS user, with either previous experience in QGIS or any other GIS application, this is the book for you. The recipes can be used to learn more advanced techniques in QGIS or to replicate the functionalities equivalent to other GIS platforms. This book assumes that you already have a working QGIS system in place. What You Will Learn Import and export common tricky spatial data formats Perform classic vector and raster analysis with QGIS Utilize spatial databases and data management tools Use and create geographic web services and maps Explore and create time-based visualizations Perform network building and routing analysis Extend QGIS capabilities with popular plugins and toolbox automation Make beautiful and unique maps with customized cartography In Detail QGIS is a user-friendly, cross-platform desktop geographic information system used to make maps and analyze spatial data. QGIS allows users to understand, question, interpret, and visualize spatial data in many ways that reveal relationships, patterns, and trends in the form of maps. This book is a collection of simple to advanced techniques that are needed in everyday geospatial work, and shows how to accomplish them with QGIS. You will begin by understanding the different types of data management techniques, as well as how data exploration works. You will then learn how to perform classic vector and raster analysis with QGIS, apart from creating time-based visualizations. Finally, you will learn how to create interactive and visually appealing maps with custom cartography. By the end of this book, you will have all the necessary knowledge to handle spatial data management, exploration, and visualization tasks in QGIS. Style and approach This book covers practical examples, with step-by-step instructions on how to use real world data covering common GIS operations and the different analysis techniques. It provides detailed explanations and applications of QGIS concepts that will allow the user to effectively analyze spatial data.

Using Geodata and Geolocation in the Social Sciences

Download Using Geodata and Geolocation in the Social Sciences PDF Online Free

Author :
Publisher : SAGE
ISBN 13 : 1473965780
Total Pages : 437 pages
Book Rating : 4.4/5 (739 download)

DOWNLOAD NOW!


Book Synopsis Using Geodata and Geolocation in the Social Sciences by : David Abernathy

Download or read book Using Geodata and Geolocation in the Social Sciences written by David Abernathy and published by SAGE. This book was released on 2016-10-19 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Abernathy provides a truly accessible and interdisciplinary introduction to geodata and geolocation covering both the conceptual and the practical. It is a must read for students or researchers looking to make the most of the spatial elements of their data" - Luke Sloan, Senior Lecturer in Quantitative Methods, Cardiff University Using Geodata and Geolocation in the Social Sciences: Mapping our Connected World provides an engaging and accessible introduction to the Geoweb with clear, step-by-step guides for: Capturing Geodata from sources including GPS, sensor networks and Twitter Visualizing Geodata using programmes including QGIS, GRASS and R Featuring colour images, practical exercises walking you through using data sources, and a companion website packed with resources, this book is the perfect guide for students and teachers looking to incorporate location-based data into their social science research.

Building Mapping Applications with QGIS

Download Building Mapping Applications with QGIS PDF Online Free

Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1783984678
Total Pages : 411 pages
Book Rating : 4.7/5 (839 download)

DOWNLOAD NOW!


Book Synopsis Building Mapping Applications with QGIS by : Erik Westra

Download or read book Building Mapping Applications with QGIS written by Erik Westra and published by Packt Publishing Ltd. This book was released on 2014-12-30 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you are an experienced Python developer who wants to create your own geospatial applications with minimum fuss, this is the book for you. While some familiarity with mapping applications would be an advantage, no prior knowledge of geospatial concepts is required. Even if you've never used QGIS before, this book will quickly get you up to speed.

Learn QGIS

Download Learn QGIS PDF Online Free

Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1788998863
Total Pages : 268 pages
Book Rating : 4.7/5 (889 download)

DOWNLOAD NOW!


Book Synopsis Learn QGIS by : Andrew Cutts

Download or read book Learn QGIS written by Andrew Cutts and published by Packt Publishing Ltd. This book was released on 2018-11-27 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn to view, edit and analyse geospatial data using QGIS and Python 3 Key FeaturesLeverage the power of QGIS to add professionalism to your mapsExplore and work with the newly released features like Python 3, GeoPackage, 3D views, Print layouts in QGIS 3.4Build your own plugins and customize maps using QT designerBook Description QGIS 3.4 is the first LTR (long term release) of QGIS version 3. This is a giant leap forward for the project with tons of new features and impactful changes. Learn QGIS is fully updated for QGIS 3.4, covering its processing engine update, Python 3 de-facto coding environment, and the GeoPackage format. This book will help you get started on your QGIS journey, guiding you to develop your own processing pathway. You will explore the user interface, loading your data, editing, and then creating data. QGIS often surprises new users with its mapping capabilities; you will discover how easily you can style and create your first map. But that’s not all! In the final part of the book, you’ll learn about spatial analysis and the powerful tools in QGIS, and conclude by looking at Python processing options. By the end of the book, you will have become proficient in geospatial analysis using QGIS and Python. What you will learnExplore various ways to load data into QGISUnderstand how to style data and present it in a mapCreate maps and explore ways to expand themGet acquainted with the new processing toolbox in QGIS 3.4Manipulate your geospatial data and gain quality insightsUnderstand how to customize QGIS 3.4Work with QGIS 3.4 in 3DWho this book is for If you are a developer or consultant familiar with the basic functions and processes of GIS and want to learn how to use QGIS to analyze geospatial data and create rich mapping applications, this book is for you. You’ll also find this book useful if you’re new to QGIS and wish to grasp its fundamentals

Desktop GIS

Download Desktop GIS PDF Online Free

Author :
Publisher :
ISBN 13 : 9781934356067
Total Pages : 0 pages
Book Rating : 4.3/5 (56 download)

DOWNLOAD NOW!


Book Synopsis Desktop GIS by : Gary E. Sherman

Download or read book Desktop GIS written by Gary E. Sherman and published by . This book was released on 2008 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Desktop GIS" explores the world of Open Source GIS software and provides a guide to navigate the many options available. Strategies for choosing a platform, selecting the right tools, integration, managing change, and getting support are presented.

Geocomputation with R

Download Geocomputation with R PDF Online Free

Author :
Publisher : CRC Press
ISBN 13 : 1351396900
Total Pages : 354 pages
Book Rating : 4.3/5 (513 download)

DOWNLOAD NOW!


Book Synopsis Geocomputation with R by : Robin Lovelace

Download or read book Geocomputation with R written by Robin Lovelace and published by CRC Press. This book was released on 2019-03-22 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geocomputation with R is for people who want to analyze, visualize and model geographic data with open source software. It is based on R, a statistical programming language that has powerful data processing, visualization, and geospatial capabilities. The book equips you with the knowledge and skills to tackle a wide range of issues manifested in geographic data, including those with scientific, societal, and environmental implications. This book will interest people from many backgrounds, especially Geographic Information Systems (GIS) users interested in applying their domain-specific knowledge in a powerful open source language for data science, and R users interested in extending their skills to handle spatial data. The book is divided into three parts: (I) Foundations, aimed at getting you up-to-speed with geographic data in R, (II) extensions, which covers advanced techniques, and (III) applications to real-world problems. The chapters cover progressively more advanced topics, with early chapters providing strong foundations on which the later chapters build. Part I describes the nature of spatial datasets in R and methods for manipulating them. It also covers geographic data import/export and transforming coordinate reference systems. Part II represents methods that build on these foundations. It covers advanced map making (including web mapping), "bridges" to GIS, sharing reproducible code, and how to do cross-validation in the presence of spatial autocorrelation. Part III applies the knowledge gained to tackle real-world problems, including representing and modeling transport systems, finding optimal locations for stores or services, and ecological modeling. Exercises at the end of each chapter give you the skills needed to tackle a range of geospatial problems. Solutions for each chapter and supplementary materials providing extended examples are available at https://geocompr.github.io/geocompkg/articles/.

Google Earth and Virtual Visualizations in Geoscience Education and Research

Download Google Earth and Virtual Visualizations in Geoscience Education and Research PDF Online Free

Author :
Publisher : Geological Society of America
ISBN 13 : 0813724929
Total Pages : 492 pages
Book Rating : 4.8/5 (137 download)

DOWNLOAD NOW!


Book Synopsis Google Earth and Virtual Visualizations in Geoscience Education and Research by : Steven J. Whitmeyer

Download or read book Google Earth and Virtual Visualizations in Geoscience Education and Research written by Steven J. Whitmeyer and published by Geological Society of America. This book was released on 2012-01-01 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: GSA Special Paper 492 consists of 35 papers that collectively synthesize the development and current uses of Google Earth and associated visualization media in geoscience education and research. Chapters focus on Google Earth and related tools, such as SketchUp, Google Fusion Tables, GigaPan, and LiDAR. Many of these papers include digital media that illustrate and highlight important themes of the texts. This volume is intended to document the state of the art for geoscience applications of geobrowsers, such as Google Earth, along with providing provocative examples of where this technology is headed in the future.

An Introduction to Spatial Data Analysis

Download An Introduction to Spatial Data Analysis PDF Online Free

Author :
Publisher : Pelagic Publishing Ltd
ISBN 13 : 1784272140
Total Pages : 372 pages
Book Rating : 4.7/5 (842 download)

DOWNLOAD NOW!


Book Synopsis An Introduction to Spatial Data Analysis by : Martin Wegmann

Download or read book An Introduction to Spatial Data Analysis written by Martin Wegmann and published by Pelagic Publishing Ltd. This book was released on 2020-09-14 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a book about how ecologists can integrate remote sensing and GIS in their research. It will allow readers to get started with the application of remote sensing and to understand its potential and limitations. Using practical examples, the book covers all necessary steps from planning field campaigns to deriving ecologically relevant information through remote sensing and modelling of species distributions. An Introduction to Spatial Data Analysis introduces spatial data handling using the open source software Quantum GIS (QGIS). In addition, readers will be guided through their first steps in the R programming language. The authors explain the fundamentals of spatial data handling and analysis, empowering the reader to turn data acquired in the field into actual spatial data. Readers will learn to process and analyse spatial data of different types and interpret the data and results. After finishing this book, readers will be able to address questions such as “What is the distance to the border of the protected area?”, “Which points are located close to a road?”, “Which fraction of land cover types exist in my study area?” using different software and techniques. This book is for novice spatial data users and does not assume any prior knowledge of spatial data itself or practical experience working with such data sets. Readers will likely include student and professional ecologists, geographers and any environmental scientists or practitioners who need to collect, visualize and analyse spatial data. The software used is the widely applied open source scientific programs QGIS and R. All scripts and data sets used in the book will be provided online at book.ecosens.org. This book covers specific methods including: what to consider before collecting in situ data how to work with spatial data collected in situ the difference between raster and vector data how to acquire further vector and raster data how to create relevant environmental information how to combine and analyse in situ and remote sensing data how to create useful maps for field work and presentations how to use QGIS and R for spatial analysis how to develop analysis scripts

Principles of Geographic Information Systems

Download Principles of Geographic Information Systems PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 232 pages
Book Rating : 4.:/5 (319 download)

DOWNLOAD NOW!


Book Synopsis Principles of Geographic Information Systems by : Rolf A. de By

Download or read book Principles of Geographic Information Systems written by Rolf A. de By and published by . This book was released on 2004 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt:

QGIS: Becoming a GIS Power User

Download QGIS: Becoming a GIS Power User PDF Online Free

Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1788295579
Total Pages : 819 pages
Book Rating : 4.7/5 (882 download)

DOWNLOAD NOW!


Book Synopsis QGIS: Becoming a GIS Power User by : Anita Graser

Download or read book QGIS: Becoming a GIS Power User written by Anita Graser and published by Packt Publishing Ltd. This book was released on 2017-02-28 with total page 819 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master data management, visualization, and spatial analysis techniques in QGIS and become a GIS power user About This Book Learn how to work with various types of data and create beautiful maps using this easy-to-follow guide Give a touch of professionalism to your maps, both for functionality and look and feel, with the help of this practical guide This progressive, hands-on guide builds on a geo-spatial data and adds more reactive maps using geometry tools. Who This Book Is For If you are a user, developer, or consultant and want to know how to use QGIS to achieve the results you are used to from other types of GIS, then this learning path is for you. You are expected to be comfortable with core GIS concepts. This Learning Path will make you an expert with QGIS by showing you how to develop more complex, layered map applications. It will launch you to the next level of GIS users. What You Will Learn Create your first map by styling both vector and raster layers from different data sources Use parameters such as precipitation, relative humidity, and temperature to predict the vulnerability of fields and crops to mildew Re-project vector and raster data and see how to convert between different style formats Use a mix of web services to provide a collaborative data system Use raster analysis and a model automation tool to model the physical conditions for hydrological analysis Get the most out of the cartographic tools to in QGIS to reveal the advanced tips and tricks of cartography In Detail The first module Learning QGIS, Third edition covers the installation and configuration of QGIS. You'll become a master in data creation and editing, and creating great maps. By the end of this module, you'll be able to extend QGIS with Python, getting in-depth with developing custom tools for the Processing Toolbox. The second module QGIS Blueprints gives you an overview of the application types and the technical aspects along with few examples from the digital humanities. After estimating unknown values using interpolation methods and demonstrating visualization and analytical techniques, the module ends by creating an editable and data-rich map for the discovery of community information. The third module QGIS 2 Cookbook covers data input and output with special instructions for trickier formats. Later, we dive into exploring data, data management, and preprocessing steps to cut your data to just the important areas. At the end of this module, you will dive into the methods for analyzing routes and networks, and learn how to take QGIS beyond the out-of-the-box features with plug-ins, customization, and add-on tools. This Learning Path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products: Learning QGIS, Third Edition by Anita Graser QGIS Blueprints by Ben Mearns QGIS 2 Cookbook by Alex Mandel, Victor Olaya Ferrero, Anita Graser, Alexander Bruy Style and approach This Learning Path will get you up and running with QGIS. We start off with an introduction to QGIS and create maps and plugins. Then, we will guide you through Blueprints for geographic web applications, each of which will teach you a different feature by boiling down a complex workflow into steps you can follow. Finally, you'll turn your attention to becoming a QGIS power user and master data management, visualization, and spatial analysis techniques of QGIS.

GIS and Spatial Analysis for the Social Sciences

Download GIS and Spatial Analysis for the Social Sciences PDF Online Free

Author :
Publisher : Routledge
ISBN 13 : 1135857598
Total Pages : 254 pages
Book Rating : 4.1/5 (358 download)

DOWNLOAD NOW!


Book Synopsis GIS and Spatial Analysis for the Social Sciences by : Robert Nash Parker

Download or read book GIS and Spatial Analysis for the Social Sciences written by Robert Nash Parker and published by Routledge. This book was released on 2009-09-10 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book to provide sociologists, criminologists, political scientists, and other social scientists with the methodological logic and techniques for doing spatial analysis in their chosen fields of inquiry. The book contains a wealth of examples as to why these techniques are worth doing, over and above conventional statistical techniques using SPSS or other statistical packages. GIS is a methodological and conceptual approach that allows for the linking together of spatial data, or data that is based on a physical space, with non-spatial data, which can be thought of as any data that contains no direct reference to physical locations.

QGIS By Example

Download QGIS By Example PDF Online Free

Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 178217513X
Total Pages : 316 pages
Book Rating : 4.7/5 (821 download)

DOWNLOAD NOW!


Book Synopsis QGIS By Example by : Alexander Bruy

Download or read book QGIS By Example written by Alexander Bruy and published by Packt Publishing Ltd. This book was released on 2015-06-29 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: QGIS is a leading user-friendly, cross-platform, open source, desktop geographic information system (GIS). It provides many useful capabilities and features and their number is continuously growing. More and more private users and companies choose QGIS as their primary GIS software because it is very easy to use, feature-rich, extensible, and has a big and constantly growing community. This book guides you from QGIS installation through data loading, and preparation to performing most common GIS analyses. You will perform different types of GIS analyses including density, visibility, and suitability analysis on practical, real-world data. Finally, you will learn how to become more productive and automate your everyday work with the help of the QGIS Processing framework and by developing your own Python plugins. By the end of this book, you will have all the necessary knowledge about handling and analyzing spatial data.

Python Data Science Handbook

Download Python Data Science Handbook PDF Online Free

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

DOWNLOAD NOW!


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