{"product_id":"9781783986996","title":"Learning IPython for Interactive Computing and Data Visualization - Second Edition","description":"\u003cp\u003e\u003cb\u003eGet started with Python for data analysis and numerical computing in the Jupyter notebook\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAbout This Book\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLearn the basics of Python in the Jupyter Notebook\u003c\/li\u003e\n\u003cli\u003eAnalyze and visualize data with pandas, NumPy, matplotlib, and seaborn\u003c\/li\u003e\n\u003cli\u003ePerform highly-efficient numerical computations with Numba, Cython, and ipyparallel\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cp\u003eThis book targets students, teachers, researchers, engineers, analysts, journalists, hobbyists, and all data enthusiasts who are interested in analyzing and visualizing real-world datasets. If you are new to programming and data analysis, this book is exactly for you. If you're already familiar with another language or analysis software, you will also appreciate this introduction to the Python data analysis platform. Finally, there are more technical topics for advanced readers. No prior experience is required; this book contains everything you need to know.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eInstall Anaconda and code in Python in the Jupyter Notebook\u003c\/li\u003e\n\u003cli\u003eLoad and explore datasets interactively\u003c\/li\u003e\n\u003cli\u003ePerform complex data manipulations effectively with pandas\u003c\/li\u003e\n\u003cli\u003eCreate engaging data visualizations with matplotlib and seaborn\u003c\/li\u003e\n\u003cli\u003eSimulate mathematical models with NumPy\u003c\/li\u003e\n\u003cli\u003eVisualize and process images interactively in the Jupyter Notebook with scikit-image\u003c\/li\u003e\n\u003cli\u003eAccelerate your code with Numba, Cython, and IPython.parallel\u003c\/li\u003e\n\u003cli\u003eExtend the Notebook interface with HTML, JavaScript, and D3\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eIn Detail\u003c\/b\u003e\u003cp\u003ePython is a user-friendly and powerful programming language. IPython offers a convenient interface to the language and its analysis libraries, while the Jupyter Notebook is a rich environment well-adapted to data science and visualization. Together, these open source tools are widely used by beginners and experts around the world, and in a huge variety of fields and endeavors.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book is a beginner-friendly guide to the Python data analysis platform. After an introduction to the Python language, IPython, and the Jupyter Notebook, you will learn how to analyze and visualize data on real-world examples, how to create graphical user interfaces for image processing in the Notebook, and how to perform fast numerical computations for scientific simulations with NumPy, Numba, Cython, and ipyparallel. By the end of this book, you will be able to perform in-depth analyses of all sorts of data.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eStyle and approach\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThis is a hands-on beginner-friendly guide to analyze and visualize data on real-world examples with Python and the Jupyter Notebook.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":47301086413040,"sku":"9781783986996","price":31.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781783986996_p0.jpg?v=1763725861","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781783986996","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}