Strong Data Science Libraries : The SciPy Ecosystem
- pandas : Python Data Analysis Library
- matplotlib : 2D Plotting Library
Provides excellent basis to move into Machine Learning, Text Mining and Network Analysis
David Donoho 50 Years of Data Science
- Data Exploration and Preparation
- Data Representation and Transformation
- Computing with Data
- Data Modelling
- Data Visualization and Presentation
- Science about Data Science
- Lists, Dictionaries, Tuples
- Strings
- Files
- Datetime
- Functional Approach - Map, Lambda
- Numpy
This toolkit brings functionality in R to Python world
Provides the data structure for thinking about data in tabular form.