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Data Exploration

During this second class you will get comfortable with the exploratory phase of a Machine Learning project. In order to do so, we will dive a little bit more on data characterization and define properly a dataset. In addition, you will set your first machine learning pipelines especially data pre-processing. Finally, you will cover how to gain insight on your data with some analysis and visualization tools.

Course Materials

Data Exploration
Presentation


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Data Exploration Notebook

(Only Granted to AIBT student)
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Skills you will acquire

Knowledge on Data
Knowledge on Dataset
Data Exploration
Data visualization
Data preprocessing
Advanced Pandas
Manipulate scikit-learn

Handful External resources

A nice blog article for DataViz

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Your Teachers

Antonin Poche


Mouhcine Mendil

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This project is maintained by IRT Saint Exupery

Get In Touch with ISAE Supaero

Address

10, avenue Édouard-Belin
BP 54032 - 31055 Toulouse CEDEX 4

Phone

+33 (0)5 61 33 80 80

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