Data Science - Internship Syllabus

Boost your career with our Data Science Internship program designed to give you hands-on experience in data analysis, machine learning, and AI-powered decision-making. Learn industry-relevant tools, work on live projects, and prepare yourself for top Data Science roles in the global market.

📘 Course Modules

1. What is Data Science
2. Roles: Data Scientist, Analyst, Engineer
3. Data Science Lifecycle
4. Real-world Applications
5. Variables, Data Types, Control Structures
6. Functions, Loops, List Comprehensions
7. Modules and Packages
8. File I/O
9. Object-Oriented Programming
10. Exception Handling
11. NumPy (arrays, vectorized operations)
12. Pandas (DataFrames, data manipulation)
13. Matplotlib & Seaborn (data visualization)
14. Scikit-learn (ML models)
15. Statsmodels (statistical modeling)
16. Vectors, Matrices, Dot Product
17. Eigenvalues and Eigenvectors