Machine Learning in Python: Training a Multi-Layer Perceptron
In this module, we cover more advanced machine learning using artificial neural networks (ANNs), specifically the multi-layer perceptron. We show how to pre-process the data including scaling. How to train ANNs and plot the history. Throughout this module, we use tools from the Keras package in Python. We also show how to analyze data using Seaborn pairplots, do correlation analysis using Seaborn with a correlation heat map.
To download the Module9Data.csv dataset used throughout this module, click here: https://kodypowell.che.utah.edu/wp-co...
For the prior lecture video in this series, click here: • Machine Learning in Python: Training Artif...
For the next lecture video in this series, click here: • Machine Learning in Python: Evaluating a M...
For a playlist of all lectures for the Smart Systems course, click here: • Fundamentals of Smart Systems
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