learn data science using python von fouda engy (4 Ergebnisse)

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Taschenbuch. Zustand: Neu. Neuware -Harness the capabilities of Python and gain the expertise need to master data science techniques. This step-by-step book guides you through using Python to achieve tasks related to data cleaning, statistics, and visualization.Yoüll start by reviewing the foundational aspects of the data science process. This includes an extensive overview of research points and practical applications, such as the insightful analysis of presidential elections. The journey continues by navigating through installation procedures and providing valuable insights into Python, data types, typecasting, and essential libraries like Pandas and NumPy. Yoüll then delve into the captivating world of data visualization. Concepts such as scatter plots, histograms, and bubble charts come alive through detailed discussions and practical code examples, unraveling the complexities of creating compelling visualizations for enhanced data understanding.Statistical analysis, linear models, and advanced data preprocessing techniques are also discussed before moving on to preparing data for analysis, including renaming variables, variable rearrangement, and conditional statements. Finally, yoüll be introduced to regression techniques, demystifying the intricacies of simple and multiple linear regression, as well as logistic regression.What Yoüll LearnUnderstand installation procedures and valuable insights into Python, data types, typecastingExamine the fundamental statistical analysis required in most data science and analytics reportsClean the most common data set problemsUse linear progression for data predictionWho This Book Is ForData Analysts, data scientists, Python programmers, and software developers new to data science.APress in Springer Science + Business Media, Heidelberger Platz 3, 14197 Berlin 196 pp. Englisch.

Taschenbuch. Zustand: Neu. Learn Data Science Using Python | A Quick-Start Guide | Engy Fouda | Taschenbuch | xiv | Englisch | 2024 | Apress | EAN 9798868809347 | Verantwortliche Person für die EU: APress in Springer Science + Business Media, Heidelberger Platz 3, 14197 Berlin, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.