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 AI Labs

AI Tech Labs

A set of Jupyter Notebooks to get a new user started with his/her machine learning projects on Texas A&M High Performance Research Computing systems. There are totally four labs.

Lab 1. Jupyter Notebook (15 mins)

We will set up a Python virtual environment and run JupyterLab on the HPRC Portal.

Lab 2. Data Exploration (30 mins)

We will go through simple examples with two popular Python modules: Pandas and Matplotlib for simple data exploration.

Lab 3. Machine Learning (30 minutes)

We will learn to use scikit-learn for linear regression and classification applications.

Lab 4. Deep Learning (30 minutes)

We will learn how to use Keras to create and train a simple image classification model with deep neural network (DNN).

ailabs's People

Contributors

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