llm-pipeline-examples

practical-ml-vision-book

vertex-parameter-server-training-demo

ai-on-gke

AI on GKE is a collection of examples, best-practices, and prebuilt solutions to help build, depl...

dataflux-pytorch

The Dataflux Accelerated Dataloader for PyTorch with GCS is an effort to improve ML-training effi...

tensorflow-lifetime-value

Predict customer lifetime value using AutoML Tables, or ML Engine with a TensorFlow neural networ...

ml-on-gcp

Machine Learning on Google Cloud Platform

nvidia-merlin-on-vertex-ai

This repository compiles prescriptive guidance and code samples for the operationalization of NVI...

vertex-ai-samples

Notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop an...

nvidia-nemo-on-gke

Training NVIDIA NeMo Megatron Large Language Model (LLM) using NeMo Framework on Google Kubernete...

df-ml-anomaly-detection

Streaming Anomaly Detection Solution by using Pub/Sub, Dataflow, BQML & Cloud DLP

bigquery-ml-utils

BigQuery ML Utils

t5x-on-vertex-ai

This repository compiles prescriptive guidance and code samples demonstrating how to operationali...

mlops-with-vertex-ai

An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI

automlops

Build MLOps Pipelines in Minutes

dataflowruninference