Data Science‎ > ‎With Python‎ > ‎

1-Introduction


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

- Data Exploration and Preparation
- Data Representation and Transformation
- Computing with Data
- Data Modelling
- Data Visualization and Presentation
- Science about Data Science

Python Knowledge


- Functional Approach - Map, Lambda



Pandas Toolkit


This toolkit brings functionality in R to Python world
Provides the data structure for thinking about data in tabular form.

Advanced Querying and manipulation with Pandas




Basic Statistical Analysis with numpy and scipy 




 
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