{"product_id":"python-data-science-handbook","title":"Python Data Science Handbook","description":"\u003cp\u003eFor 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 allâ IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools. \u003c\/p\u003e\u003cp\u003e 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. \u003c\/p\u003e\u003cp\u003e With this handbook, youâ ll learn how to use: \u003c\/p\u003e\u003cul\u003e \u003cli\u003e\n\u003cb\u003eIPython and Jupyter: \u003c\/b\u003e provide computational environments for data scientists using Python \u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eNumPy: \u003c\/b\u003e includes the \u003ci\u003endarray\u003c\/i\u003e for efficient storage and manipulation of dense data arrays in Python \u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003ePandas: \u003c\/b\u003e features the DataFrame for efficient storage and manipulation of labeled\/columnar data in Python \u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eMatplotlib: \u003c\/b\u003e includes capabilities for a flexible range of data visualizations in Python \u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eScikit-Learn: \u003c\/b\u003e for efficient and clean Python implementations of the most important and established machine learning algorithms\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":50804212334824,"sku":"9781491912058","price":69.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0810\/9539\/3512\/files\/imageloader_e146b40d-2226-404b-afe1-2e61c2e47b49.jpg?v=1790297837","url":"https:\/\/kuumba-47muwsn1.myshopify.com\/products\/python-data-science-handbook","provider":"Kuumba","version":"1.0","type":"link"}