Serverless Machine Learning - A Beginner's Guide
Explore serverless machine learning in this 45-minute conference talk from Devoxx. Gain an introduction to both serverless technology and machine learning, and discover how combining them can simplify the integration of ML into your applications. Learn about the current state of machine learning, traditional approaches, and how to build a complete serverless ML pipeline from training to prediction. Understand how serverless technology eliminates the need to manage large datasets and infrastructure, allowing you to focus on extracting value from your data. Follow along as the speakers demonstrate creating a serverless machine learning workflow using tools like TensorFlow and Google Cloud products such as Cloud Functions and Cloud Machine Learning Engine. Dive into the steps involved in training, processing data, prediction, and testing in a serverless environment. No prior machine learning experience is required for this beginner-friendly guide to serverless ML.