books by Prema Roman
Real-Time Machine Learning
In Real-Time Machine Learning you’ll build an understanding of real-time data, how to ingest it from real-time sources, and how to create recommenders, anomaly detection, and language models that learn from on-the-fly feedback. You won’t need complex or expensive cloud resources: all the examples in the book will run on a standard laptop! You’ll soon be delivering the kind of models favored by Netflix and other big enterprises for their accuracy and cost-effectiveness.
