Python lecture material download

Python Fundamentals

Simple introduction to Python - example code. Data types, Structured data, Loops and Conditionl statements.

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Numpy package

Simple examples with numpy, an open-source Python library. NumPy has support for multi-dimensional array and matrix manipulation.

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Errata: The comments in the Notebook shows the installation of package as npm install. It should be pip install. Please take note.

 
Pandas package

Simple examples with Pandas library. Excel sheet kind of structure and operations in Pandas

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Errata: The comments in the Notebook shows the installation of package as npm install. It should be pip install. Please take note.

Visualization

Simple examples with Matplotlib. Plotting the data with some of the popular graph types using maptplot lib, demonstrating its use in EDA.

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Errata: The comments in the Notebook shows the installation of package as npm install. It should be pip install. Please take note.

 
Charting

Additional examples demostrating the usage of various Charts.

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Presentation Material

Powerpoint and data csv files.

iris.csv - data file Presentation

 

Long ECG: Long ECG annotation utility - Holter ECGs

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