Designing Machine Learning Systems: An Iterative Process For Production-Ready Applications Chip Huyen O&Apos Reilly Media Αγγλικά Βιβλία Computing And

Machine Learning Systems Are Both Complex And Unique Because They Consist Of Many Different Components Involve Stakeholders They\ Re Data Dependent With Varying Wildly From One Use Case To The Next In This Book You\ Ll Learn A Holistic Approach Designing ML That Reliable Scalable Maintainable Adaptive Changing Environments Business Requirements Author Chip Huyen Co-Founder Claypot Ai Considers Each Design Decision--Such As How Process Create Training Which Features Often Retrain Models What Monitor--In Context It Can Help Your System Whole Achieve Its Objectives Iterative Framework Uses Actual Studies Backed By Ample References Will You Tackle Scenarios Such As: Engineering Choosing Right Metrics Solve Problem Automating For Continually Developing Evaluating Deploying Updating Monitoring Quickly Detect Address Issues Might Encounter Production Architecting An Platform Serves Across Cases Responsible Σελίδες: 360 Διαστάσεις: 17 8X17 8Cm