The State of Machine Learning in DevOps
Jan.
How Machine Learning Can Help Let’s start with understanding how machine learning can fit into and benefit the DevOps methodology. The machine learning approach is grounded in a more mathematical approach, defining thresholds based upon what is statistically significant and logically sound. Machine learning uses various methodologies and models, such as linear and logistic regression, classification, and deep learning, to scan large sets of data, identity trends and correlations, and make predictions. Understanding it, though, is what the data scientist does. Given the tremendous benefits that a machine learning-driven DevOps infrastructure can bring to business processes across the entire enterprise, managers are already taking steps to boost their team’s machine learning coding and project management know-how through hiring and training.