Learn to wrangle datasets, produce insightful visualisations with Matplotlib & Seaborn, and build predictive models using Scikit-learn.
Course Contents
4 sections • 14 lectures
- Arrays and Operations
- Indexing and Slicing
- Broadcasting and Vectorisation
- DataFrames and Series
- Data Cleaning and Missing Values
- GroupBy and Aggregation
- Merging and Joining DataFrames
- Matplotlib Basics
- Advanced Seaborn Plots
- Interactive Charts with Plotly
- What is Machine Learning?
- Linear Regression
- Classification with Logistic Regression
- Model Evaluation Metrics
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