| Dersin Amacı | Veri analizi ve görselleştirme konularında öğrencilerin bilgi ve becerisini geliştirmek |
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| Dersin İçeriği | * Veri yapısı
* Veri setinin temizlenmesi
* Veri analizi için Python
* Veri analizi
* Veri analizinde kullanılan programlar/platformlar
* Veri setleri için veri tabanları
* Veri görselleştirmesi
* Veri analizinde kullanılan programlar/platformlar |
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| Ders Kitabı / Malzemesi / Önerilen Kaynaklar | - N. Yau, Visualize This: The FlowingData Guide to Design, Visualization, and Statistics. John Wiley & Sons, 2011.
- C. Ware, Visual Thinking for Design. Elsevier, 2010.
- E. R. Tufte, The Visual Display of Quantitative Information. Graphics Press, 2001.
- A. Cairo, The Functional Art: An introduction to information graphics and visualization. New Riders, 2012.
- S. Wexler, J. Shaffer, and A. Cotgreave, The Big Book of Dashboards: Visualizing Your Data Using Real-World Business Scenarios. John Wiley & Sons, 2017.
- C. N. Knaflic, Storytelling with Data: A Data Visualization Guide for Business Professionals. John Wiley & Sons, 2015.
- S. Few, Show Me the Numbers: Designing Tables and Graphs to Enlighten. Analytics Press, 2012.
- D. McCandless, Knowledge Is Beautiful: Impossible Ideas, Invisible Patterns, Hidden Connections--Visualized. HarperCollins, 2014.
- S. Rendgen, Information Graphics. Taschen, 2020.
- S. Few, Information Dashboard Design: Displaying Data for At-a-glance Monitoring. Analytics Press, 2013.
- D. Rosenberg and A. Grafton, Cartographies of Time: A History of the Timeline. Princeton Architectural Press, 2013.
- J. Steele and N. Iliinsky, Beautiful Visualization: Looking at Data through the Eyes of Experts. O’Reilly Media, Inc., 2010.
- J. Rogel-Salazar, Statistics and Data Visualisation with Python, 1st ed. Boca Raton: Chapman and Hall/CRC, 2023.
- “Google Data Analytics,” Coursera. Accessed: Feb. 19, 2024. [Online]. Available: https://www.coursera.org/professional-certificates/google-data-analytics#courses
- “Ask Questions to Make Data-Driven Decisions,” Coursera. Accessed: Feb. 19, 2024. [Online]. Available: https://www.coursera.org/learn/ask-questions-make-decisions
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