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 Python Knowledge- Strings - Files - Datetime - Functional Approach - Map, Lambda - Numpy Pandas ToolkitThis toolkit brings functionality in R to Python world Provides the data structure for thinking about data in tabular form. Advanced Querying and manipulation with PandasBasic Statistical Analysis with numpy and scipy |
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