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Why Python for Data Science?
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Why Python for Data Science?
Python Foundations
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Variables, Types & Control Flow
Python Foundations
16m
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Python Foundations5 lessons
- Why Python for Data Science?Preview8m
- Variables, Types & Control FlowPreview16m
- Functions, Modules & OOP Basics18m
- Python Practice Lab
- Python Foundations Quiz
Data Wrangling & Visualization5 lessons
- NumPy Arrays & Vectorized Operations20m
- Pandas DataFrames: Load, Clean & Merge24m
- Exploratory Data Analysis (EDA)22m
- Visualization with Matplotlib & Seaborn18m
- Data Wrangling Quiz
Machine Learning with Scikit-Learn4 lessons
- Supervised Learning: Regression & Classification25m
- Model Evaluation: Cross-Validation & Metrics20m
- Project: Predicting Patient Readmission
- ML Fundamentals Quiz
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