Vocational School of Information Technologies | Department of Statistics | Program in Big Data Analyst | Course Structure Diagram with Credits

I. SEMESTER

Code	Course Title	Compulsory/Elective	Laboratory + Practice	ECTS
BVA101	Foundations of Programming	Required Courses	3+0	3.0
BVA103	Data Science	Required Courses	3+2	5.0
BVA105	Data Structures and Algorithms	Required Courses	2+2	5.0
İNG187	English I (ENG)	Required Courses	3+0	3.0
İST111	Statistics and Probability	Required Courses	3+0	3.0
MAT841	Mathematics	Required Courses	3+0	5.0
TAR165	Atatürk's Principles and History of Turkish Revolution I	Required Courses	2+0	2.0
TÜR125	Turkish Language I	Required Courses	2+0	2.0
	Elective Courses			2.0
Sum				30

II. SEMESTER

Code	Course Title	Compulsory/Elective	Laboratory + Practice	ECTS
BVA102	Data Mining	Required Courses	3+2	5.0
BVA104	Fundamentals of Machine Learning	Required Courses	2+2	5.0
BVA106	Database Technologies	Required Courses	3+1	5.0
BVA108	Big Data Technologies	Required Courses	2+3	5.0
İNG188	English II (ENG)	Required Courses	3+0	3.0
TAR166	Atatürk's Principles and History of Turkish Revolution II	Required Courses	2+0	2.0
TÜR126	Turkish Language II	Required Courses	2+0	2.0
	Area Elective Courses			3.0
Sum				30

III. SEMESTER

Code	Course Title	Compulsory/Elective	Laboratory + Practice	ECTS
BVA201	Project Management and Applications	Required Courses	2+1	3.0
BVA203	Cloud Computing for Big Data	Required Courses	3+2	5.0
BVA205	Natural Language Processing	Required Courses	2+2	5.0
BVA207	Data Visualization	Required Courses	3+0	5.0
BVA209	Applied Data Analysis	Required Courses	2+2	5.0
	Area Elective Courses			7.0
Sum				30

IV. SEMESTER

Code	Course Title	Compulsory/Elective	Laboratory + Practice	ECTS
BVA202	Feature Engineering	Required Courses	2+1	5.0
BVA204	Information Technology Law and Ethics	Required Courses	2+1	3.0
BVA206	Final Project	Required Courses	0+5	6.0
STJ214	Intership	Required Courses	0+5	5.0
	Elective Courses			4.0
	Area Elective Courses			7.0
Sum				30

Area Elective Courses

Code	Course Title	Compulsory/Elective	Laboratory + Practice	ECTS
BVA208	Medical Data Mining	Area Elective Courses	2 + 0	2.0
BVA210	Artificial Intelligence in Healthcare	Area Elective Courses	2 + 0	2.0
BVA212	Internet of Things (IoT)	Area Elective Courses	2 + 0	2.0
BVA211	Visualization	Area Elective Courses	2 + 0	2.0
BVA213	Artificial Neural Networks	Area Elective Courses	2 + 0	2.0
BVA215	The Fundamentals of Deep Learning	Area Elective Courses	2 + 0	2.0
BVA217	Social Network Analysis	Area Elective Courses	3 + 2	5.0
BVA214	Data Security	Area Elective Courses	2 + 1	3.0
BVA216	Big Data Privacy and Security	Area Elective Courses	2 + 1	3.0
BVA218	Crisis and Stress Management	Area Elective Courses	2 + 0	2.0
İSG202	Occupational Health and Safety	Area Elective Courses	2 + 0	3.0

Elective Courses

Code	Course Title	Compulsory/Elective	Laboratory + Practice	ECTS
KÜL199	Cultural Activities	Elective Courses	0 + 2	2.0