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Home
Courses
Science & Technology
HND in Data Science
Curriculum
4 Sections
16 Lessons
52 Weeks
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Semester 1
4
1.1
Fundamentals of Programming (Python/R).
1.2
Mathematics for Data Science (Linear Algebra, Statistics).
1.3
Data Collection and Cleaning.
1.4
Data Visualization and Reporting.
Semester 2
4
2.1
Exploratory Data Analysis (EDA).
2.2
Supervised & Unsupervised Learning.
2.3
Introduction to SQL and Databases.
2.4
Deep Learning and Neural Networks & Natural Language Processing (NLP).
Semester 3
4
4.1
Time Series Analysis.
4.2
Big Data Technologies(Hadoop, Spark).
4.3
Cloud Computing for Data Science (AWS, Azure, GCP).
4.4
Big Data Technologies(Hadoop, Spark).
Semester 4
4
5.1
Data Science Ethics and Governance.
5.2
Model Deployment and MLOps.
5.3
Case Studies in Data Science.
5.4
Final Project.
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