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Courses
FOICT- Degree Programs
BSc in Data Science
Curriculum
6 Sections
22 Lessons
156 Weeks
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Semester 1
4
1.1
Introduction to Programming (Python).
1.2
Computer & IT Fundamentals.
1.3
Mathematics for Data Science.
1.4
Statistics Fundamentals.
Semester 2
4
2.1
Data Structures & Algorithms.
2.2
Probability & Statistical Analysis.
2.3
Python for Data Analysis.
2.4
Data Visualization Basics.
Semester 3
4
3.1
Database Management Systems (SQL / NoSQL).
3.2
Data Wrangling & Preprocessing.
3.3
Exploratory Data Analysis (EDA).
3.4
Data Visualization Tools (Matplotlib / Seaborn / Power BI / Tableau).
Semester 4
3
4.1
Machine Learning Fundamentals.
4.2
Machine Learning Fundamentals.
4.3
Data Mining Techniques.
Semester 5
4
5.1
Advanced Machine Learning.
5.2
Artificial Intelligence Fundamentals.
5.3
Deep Learning Basics.
5.4
Cloud Computing for Data Science (AWS / Azure / Google Cloud).
Semester 6
3
6.1
Big Data Concepts.
6.2
Data Ethics, Privacy & Security.
6.3
Final project / Internship.
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