Akademik Dersler - Tanıtım


Code - Course Title	HEE5503 - Data Analysis and Visualization Applications in Aviation
Course Type	Elective Courses
Language of Instruction	Türkçe
Laboratory + Practice	3+0
ECTS	7.5
Course Instructor(s)	DOKTOR ÖĞRETİM ÜYESİ ECE YURDUSEVİMLİ METİN
Mode of Delivery	Face to face
Prerequisites	no prerequisites
Courses Recomended	No specific recommendations
Required or Recommended Resources	Modern Data Analytics in Excel, George Mount, O\'Reilly, ISBN: 9781098148829Introducing Microsoft Power BI, Alberto Ferrari and Marco Russo, Microsoft Press ISBN: 978-1-5093-0228-4
Recommended Reading List	Modern Data Analytics in Excel, George Mount, O\'Reilly, ISBN: 9781098148829Introducing Microsoft Power BI, Alberto Ferrari and Marco Russo, Microsoft Press ISBN: 978-1-5093-0228-4
Assessment methods and criteria	1 midterm, homework, final project
Work Placement	Not supported
Sustainability Development Goals

Weeks	Topics
Week - 1	Data focused strategy
Week - 2	Data Analytics with Excel
Week - 3	Data Analytics with Excel: Fundamental functions,
Week - 4	Descriptive Analytics
Week - 5	CRM analytics with Excel
Week - 6	SQL for data analytics
Week - 7	Azure Data Studio
Week - 8	Data Manipulation with SQL
Week - 9	DML-DDL operations
Week - 10	Power BI for data analytics and visualization
Week - 11	Data Storytelling and Visualization
Week - 12	Introduction to Python and Machine Learning for Data Analysis
Week - 13	Introduction to Python and Machine Learning for Data Analysis
Week - 14	Final projects

Assessment Method and Passing Requirements
	Quamtity	Percentage (%)
Homework	1	40
Final Exam	1	60
Toplam (%)		100