Vocational School of Information Technologies | Department of Statistics | Program in Big Data Analyst | Lessons

I. SEMESTER Katalog PDF İndir

Code	Course Title	Course Type	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	Course Type	Laboratory + Practice	ECTS
BVA100	Fundamentals of Machine Learning	Required Courses	2+2	5.0
BVA102	Data Mining	Required Courses	3+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	Course Type	Laboratory + Practice	ECTS
BVA207	Data Visualization	Required Courses	3+0	5.0
BVA209	Applied Data Analysis	Required Courses	2+2	5.0
BVA219	Large Language Models	Required Courses	3+2	6.0
ÖYG213	AI Assisted Software Development	Required Courses	2+2	4.0
	Elective Courses			4.0
	Area Elective Courses			6.0
Sum				30

IV. SEMESTER

Code	Course Title	Course Type	Laboratory + Practice	ECTS
BVA206	Final Project	Required Courses	0+5	6.0
STJ214	Intership	Required Courses	0+5	5.0
	Area Elective Courses			19.0
Sum				30

Elective Courses

Code	Course Title	Course Type	Laboratory + Practice	ECTS
KÜL199	Cultural Activities	Elective Courses	0 + 2	2.0
KÜL195	Volunteer Work	Elective Courses	1 + 2	4.0

Area Elective Courses

Code	Course Title	Course Type	Laboratory + Practice	ECTS
BVA110	Internet of Things	Area Elective Courses	2 + 1	3.0
BVA208	Medical Data Mining	Area Elective Courses	2 + 0	2.0
BVA221	Natural Language Processing	Area Elective Courses	2 + 1	3.0
BVA223	Deep Learning Fundamentals	Area Elective Courses	2 + 1	3.0
BVA225	Feature Engineering	Area Elective Courses	2 + 1	3.0
BVA227	Cloud Computing for Big Data	Area Elective Courses	2 + 1	3.0
ETK215	Ethical Conduct	Area Elective Courses	2 + 0	3.0
BVA200	Workplace Vocational Training	Area Elective Courses	0 + 15	19.0
BVA220	Social Network Analysis	Area Elective Courses	2 + 1	3.0
BVA222	Artificial Neural Networks	Area Elective Courses	2 + 2	5.0
BVA226	Data Analytics with Generative AI	Area Elective Courses	2 + 2	4.0
BVA228	Computer Vision	Area Elective Courses	2 + 1	3.0
BVA230	MLOps and Data Streaming Systems	Area Elective Courses	2 + 2	4.0