- Topic 1
- Topic 2
- Lecture 3. Introduction to Numerical Python (NumPy)
- Lab 2. Basics of the NumPy library
- Lecture 4. Advanced NumPy
- Lecture 5. Advanced NumPy. Part 2
- Topic 3
- Topic 4
- Lecture 7. Data Manipulation with Pandas. Part 1
- Lecture 8. Data Manipulation with Pandas. Part 2
- Lecture 9. Handling Missing Data and Hierarchical Indexing
- Lab 4. Using Pandas for Data Analysis
- Lecture 10. Combining Datasets: Concat and Append
- Lecture 11. Aggregation and Grouping
- Lab 5. DataFrames Merging, Data Aggregation and Data Visualization
- Topic 5
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