Python Data Science

Specificaties
Gebonden, blz. | Engels
Springer | e druk, 2023
ISBN13: 9789811977015
Rubricering
Hoofdrubriek : Computer en informatica
Springer e druk, 2023 9789811977015
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

Rather than presenting Python as Java or C, this textbook focuses on the essential Python programming skills for data scientists and advanced methods for big data analysts.

Unlike conventional textbooks, it is based on Markdown and uses full-color printing and a code-centric approach to highlight the 3C principles in data science: creative design of data solutions, curiosity about the data lifecycle, and critical thinking regarding data insights.

Q&A-based knowledge maps, tips and suggestions, notes, as well as warnings and cautions are employed to explain the key points, difficulties, and common mistakes in Python programming for data science. In addition, it includes suggestions for further reading.

This textbook provides an open-source community via GitHub, and the course materials are licensed for free use under the following license: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0).

Specificaties

ISBN13:9789811977015
Trefwoorden:Programmeren, Python
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer
Verschijningsdatum:1-7-2023

Inhoudsopgave

1. Python and Data Science.
2. Basic Python Programming for Data Science.
3. Advanced Python Programming for Data Science.
4. Data preprocessing and wrangling.
5. Data analysis algorithms and models.

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