This 40-minute on-demand course offers a comprehensive introduction to machine learning in the pipeline industry, available anytime for convenient learning. Gain essential insights into how machine learning enhances pipeline operations by reducing costs, improving efficiency, and minimizing downtime. The course explores key methods, including supervised learning, unsupervised learning, and reinforcement learning, illustrating how each addresses unique industry challenges. You'll also learn fundamental data preparation skills—such as data cleaning, data transformation, and model evaluation—critical for producing accurate and reliable machine learning outcomes. As machine learning for pipelines becomes a pivotal tool in the industry, this course equips you to manage projects effectively and make data-driven decisions confidently​