5 Killer Machine Learning Automation Scripts
Last Updated on July 19, 2023 by Editorial Team
Author(s): Durgesh Samariya
Originally published on Towards AI.
Collection of Machine Learning Automation Scripts
Photo by charlesdeluvio on Unsplash
Automating machine learning workflows is essential to streamline the development, deployment, and maintenance of machine learning models. In this discussion, we have covered five different Python scripts for automating various aspects of the machine-learning process:
Automating data preprocessing: This script automates the process of cleaning, transforming, and preparing raw data for machine learning modeling.Automating model training and evaluation: This script automates the process of training machine learning models on data and evaluating their performance using different evaluation metrics.Automating hyperparameter tuning: This script automates the process of tuning hyperparameters to optimize the performance of machine learning models.Automating model… Read the full blog for free on Medium.
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