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Python for Data & Analytics: A Business-Oriented Approach

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Description

*** An eTextbook version is available at VitalSource.com for $57.85 USD. ISBN is 978-1-943153-98-5. *** Python for Data & Analytics introduces essential programming concepts using Python, pandas, and other packages for the purpose of accessing data and performing analyses, and developing applications. The presentation presumes no prior programming experience. It is designed for introductory and more advanced programming courses in a data analytics, information systems, or business program. To this end, business examples are emphasized throughout. Various topics often covered in a computer-science-oriented course are purposefully not included in this textbook including topics like recursion and sorting algorithms. FEATURES: Impart data analytics skills Explore programming to access, prepare, analyze, and present data. Explore the power and convenience of Python notebooks Traditional introductions teach computer programming primarily as a sequence of statements called programs. Today, Python is still used in programs but it is also used for interactive data analysis and in a hybrid technique called a notebook. This text introduces all three approaches. Jumpstart learning with spreadsheet analogies As appropriate, analogies are presented relating Python concepts to spreadsheets to leverage students' prior knowledge. Animate learning Key programs are animated and narrated using "CodeInMotion" videos that reveal the "living and breathing" dynamics of code. Cement understanding In-class exercises assure that students can apply each successive concept. Prepare students for business Highly-relevant examples are drawn from finance, logistics, marketing, accounting, health, and other functional areas. They are real (or realistic), not too complex, and explained in detail.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
10 October 2022
Listed Since
18 November 2025

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