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Classroom Contents
Introduction to Python for Data Science
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- 1 Introduction
- 2 Where to start
- 3 Data set
- 4 Import data
- 5 Data frames
- 6 Understanding data
- 7 Pandas
- 8 Subsampling
- 9 Highlevel statistics
- 10 Combining data
- 11 Relationships
- 12 Plotting
- 13 Excel
- 14 Joint Grid
- 15 Socioeconomic Status
- 16 Boxplots
- 17 Spastic Grid
- 18 The Magic
- 19 Preprocessing
- 20 Replacing missing values
- 21 Modeling
