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Zahra Amini's Projects

12_python_seaborn_module icon 12_python_seaborn_module

Seaborn is one of the go-to tools for statistical data visualization in python. It has been actively developed since 2012 and in July 2018, the author released version 0.9. This version of Seaborn has several new plotting features, API changes and documentation updates which combine to enhance an already great library. This article will walk through a few of the highlights and show how to use the new scatter and line plot functions for quickly creating very useful visualizations of data.

data-analysis-python icon data-analysis-python

This covers all the basic fundamentals of data analysis with Python and Pandas. All codes and visualization results can be found.

evolutionary-computing icon evolutionary-computing

Here I put the codes I encountered while studying this lesson or my homework that I have to hand to my teacher.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

pattern-recognition icon pattern-recognition

Here I put the codes I encountered while studying this lesson or my homework that I have to hand to my teacher.

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