{"product_id":"numeric-python-bernd-klein-9781569904954","title":"Numeric Python: Python Data Analysis with Numpy, Pandas, and Matplotlib","description":"\u003cp\u003e- Numerical computing with NumPy arrays, dtypes, vectorized operations\u003c\/p\u003e\u003cp\u003e- Data analysis using Pandas DataFrames, grouping, pivoting, and time series\u003c\/p\u003e\u003cp\u003e- Scientific visualization with Matplotlib plots, layouts, and contour graphics\u003c\/p\u003e\u003cp\u003e- Real-world data work: files, missing data, binning, and indexing\u003c\/p\u003e\u003cp\u003e- Applied Python: image processing, probability, and practical projects\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book teaches the Python fundamentals required to solve numerical problems in data science and machine learning. \u003c\/p\u003e\u003cp\u003eThe first part focuses on NumPy as the foundation of numerical programming, covering arrays as the core data type, numerical operations, broadcasting, and universal functions, as well as statistics, probability, Boolean masking, and file handling.\u003c\/p\u003e\u003cp\u003eThe second part is devoted to data visualization with Matplotlib, ranging from core concepts to line, bar, histogram, and contour plots. The third part introduces Pandas, including Series and DataFrames, importing and exporting Excel, CSV, and JSON files, handling missing data, and visualization directly within Pandas.\u003c\/p\u003e\u003cp\u003eThe fourth part presents practical applications, including a household budget project, an incomeexpenditure analysis, and an introduction to image processing.\u003c\/p\u003e\u003cp\u003eThe book concludes with a fifth part containing solutions to the numerous exercises that accompany almost every one of the 33 chapters.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Bernd Klein\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1569904952\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781569904954\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Hanser Publications\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/15\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 572\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.96lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.45h x 6.69w x 1.16d","brand":"Bernd Klein","offers":[{"title":"Paperback","offer_id":48874616389887,"sku":"9781569904954","price":69.99,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/numeric-python-bernd-klein-9781569904954","provider":"WR Book House","version":"1.0","type":"link"}