Galli S Python Feature Engineering Cookbook A complete guide 3ed 2024
General:
Name: Galli S Python Feature Engineering Cookbook A complete guide 3ed 2024
Format: pdf
Size: 24.65 MB
Book:
Title: Python Feature Engineering Cookbook: A complete guide to crafting powerful features for your machine learning models
Author: Soledad Galli, Christoph Molnar (Foreword by)
Language: polski
Year: 2024
Subjects: Computers, Database Management, Design & Development – Databases
Publisher: Packt Publishing
ISBN: 9781835883594
Total pages: 534
Description:
Given the improved analytical capabilities of Excel, scientists and engineers everywhere are using it–instead of FORTRAN–to solve problems. And why not? Excel is installed on millions of computers, features a rich set of built-in analyses tools, and includes an integrated Visual Basic for Applications (VBA) programming language. No wonder it’s today’s computing tool of choice. Chances are you already use Excel to perform some fairly routine calculations. Now the Excel Scientific and Engineering Cookbook shows you how to leverage Excel to perform more complex calculations, too, calculations that once fell in the domain of specialized tools. It does so by putting a smorgasbord of data analysis techniques right at your fingertips. The book shows how to perform these useful tasks and others:Use Excel and VBA in generalImport data from a variety of sourcesAnalyze dataPerform calculationsVisualize the results for interpretation and presentationUse Excel to solve specific science and engineering problemsWherever possible, the Excel Scientific and Engineering Cookbook draws on real-world examples from a range of scientific disciplines such as biology, chemistry, and physics. This way, you’ll be better prepared to solve the problems you face in your everyday scientific or engineering tasks.High on practicality and low on theory, this quick, look-up reference provides instant solutions, or "recipes," to problems both basic and advanced. And like other books in O’Reilly’s popular Cookbook format, each recipe also includes a discussion on how and why it works. As a result, you can take comfort in knowing that complete, practical answers are a mere page-flip away.
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