Data Science Current

Optimized Deep Learning Pipelines: A Deep Dive into TFRecords and Protobufs (Part 1)

Heartbeat

JULY 25, 2023

I’ve seen a few blogs on this topic, and all of them fail to adequately describe what TFRecords are. Compiling for Python #protoc command to generate python code from text_data.proto #Only generate the protobuf messages and not any gRPC client/server #code. We may discuss gRPC client/server definitions later. python_out=.

Deep Learning

Deep Learning Deep Learning Python ML

Definite Guide to Building a Machine Learning Platform

The MLOps Blog

MARCH 21, 2023

Online inference The ML service serves real-time predictions to clients as an API (a function call, REST API, gRPC, or similar) for every request on demand. Find other resources to help you dig deeper into this topic below: MLOps Architecture Guide. Streaming inference. Offline batch inference. Embedded inference.

Machine Learning

Machine Learning Machine Learning Data Scientist ML

Data Science Current

Optimized Deep Learning Pipelines: A Deep Dive into TFRecords and Protobufs (Part 1)

Definite Guide to Building a Machine Learning Platform

Webinars

Stay Connected