Harnessing Hardware Acceleration for Efficient Data Processing

Exploring the advantages of leveraging GPUs for heavy-duty full scan feature engineering and the challenges of hardware configurations in the cloud, with a focus on improving raw data processing throughput. The chapter also examines the benefits of using technology on single laptops for handling large data workloads and discusses the concept of modular data stacks and the trade-offs between vertical and horizontal integration.