Towards AI Can Help your Team Adopt AI: Corporate Training, Consulting, and Talent Solutions.


5 Killer Machine Learning Automation Scripts
Latest   Machine Learning

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.

Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.

Published via Towards AI

Feedback ↓