This post lists the top MLOps books to read in 2024, covering topics such as machine learning design patterns, introducing MLOps, designing machine learning systems, machine learning engineering, and more.
Table of contents
Machine Learning Design PatternsIntroducing MLOpsDesigning Machine Learning SystemsMachine Learning EngineeringMachine Learning Engineering with PythonReliable Machine LearningBuilding Machine Learning PipelinesPractical MLOpsMachine Learning in ProductionImplementing MLOps in the EnterpriseEngineering MLOpsManaging Data ScienceMachine Learning Engineering in ActionBuilding Machine Learning Powered Applications: Going from Idea to ProductMachine Learning Engineering on AWSData Science Solutions on AzureContinuous Machine Learning with KubeflowSort: