Data Science 17 Sections71 Lessons12 Weeks
Curriculum
- 17 Sections
- 71 Lessons
- 12 Weeks
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- Module 1: Python Fundamentals6 Items
- Module 2: Python File Handling & Data Structures6 Items
- Module 3: Loops & Conditional Statements3 Items
- Module 4: Data Analysis with NumPy3 Items
- Module 5: Data Analysis with Pandas3 Items
- Module 6: Data Visualization5 Items
- Module 7: Statistical Thinking in Python4 Items
- Module 8: Machine Learning Fundamentals6 Items
- Module 9: Logistic Regression3 Items
- Module 10: Linear Regression2 Items
- Module 11: Data Preprocessing for Machine Learning7 Items
- Module 12: Tree-Based Models5 Items
- Module 13: Fundamentals of Neural Networks2 Items
- Module 14: Real-World Project4 Items
- Module 15: Advanced Excel4 Items
- Module 16: SQL3 Items
- Module 17: Power BI5 Items