{"product_id":"mastering-python-data-visualization-generate-effective-results-in-a-variety-of-visually-appealing-charts-using-the-plotting-packages-in-python-paperback","title":"Mastering Python Data Visualization: Generate effective results in a variety of visually appealing charts using the plotting packages in Python - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eKirthi Raman\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eGenerate effective results in a variety of visually appealing charts using the plotting packages in Python\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eExplore various tools and their strengths while building meaningful representations that can make it easier to understand data\u003c\/li\u003e\n\u003cli\u003ePacked with computational methods and algorithms in diverse fields of science\u003c\/li\u003e\n\u003cli\u003eWritten in an easy-to-follow categorical style, this book discusses some niche techniques that will make your code easier to work with and reuse\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003ePython has a handful of open source libraries for numerical computations involving optimization, linear algebra, integration, interpolation, and other special functions using array objects, machine learning, data mining, and plotting. Pandas have a productive environment for data analysis. These libraries have a specific purpose and play an important role in the research into diverse domains including economics, finance, biological sciences, social science, health care, and many more. The variety of tools and approaches available within Python community is stunning, and can bolster and enhance visual story experiences.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book offers practical guidance to help you on the journey to effective data visualization. Commencing with a chapter on the data framework, which explains the transformation of data into information and eventually knowledge, this book subsequently covers the complete visualization process using the most popular Python libraries with working examples. You will learn the usage of Numpy, Scipy, IPython, MatPlotLib, Pandas, Patsy, and Scikit-Learn with a focus on generating results that can be visualized in many different ways. Further chapters are aimed at not only showing advanced techniques such as interactive plotting; numerical, graphical linear, and non-linear regression; clustering and classification, but also in helping you understand the aesthetics and best practices of data visualization. The book concludes with interesting examples such as social networks, directed graph examples in real-life, data structures appropriate for these problems, and network analysis.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eBy the end of this book, you will be able to effectively solve a broad set of data analysis problems.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eGather, cleanse, access, and map data to a visual framework\u003c\/li\u003e\n\u003cli\u003eRecognize which visualization method is applicable and learn best practices for data visualization\u003c\/li\u003e\n\u003cli\u003eGet acquainted with reader-driven narratives and author-driven narratives and the principles of perception\u003c\/li\u003e\n\u003cli\u003eUnderstand why Python is an effective tool to be used for numerical computation much like MATLAB, and explore some interesting data structures that come with it\u003c\/li\u003e\n\u003cli\u003eExplore with various visualization choices how Python can be very useful in computation in the field of finance and statistics\u003c\/li\u003e\n\u003cli\u003eGet to know why Python is the second choice after Java, and is used frequently in the field of machine learning\u003c\/li\u003e\n\u003cli\u003eCompare Python with other visualization approaches using Julia and a JavaScript-based framework such as D3.js\u003c\/li\u003e\n\u003cli\u003eDiscover how Python can be used in conjunction with NoSQL such as Hive to produce results efficiently in a distributed environment\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 372\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.77 x 9.25 x 7.5 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e October 27, 2015\u003c\/div\u003e\n            ","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":43157200371775,"sku":"9781783988327","price":79.18,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/gOhr4xeOtZN0xg_cppeH_Q_2d8dbb79-baa6-4b6c-b27a-5017fe8de628.webp?v=1776979005","url":"https:\/\/dhl-adrianne.myshopify.com\/products\/mastering-python-data-visualization-generate-effective-results-in-a-variety-of-visually-appealing-charts-using-the-plotting-packages-in-python-paperback","provider":"BBB","version":"1.0","type":"link"}