bigquery-ml 开源项目推荐（89 个）

HariSekhon /SQL-scripts

100+ SQL 脚本 - PostgreSQL、MySQL、Oracle、Google BigQuery、MariaDB、AWS Athena。DBA、分析、DevOps、性能工程。谷歌 BigQuery ML 机器学习分类。

GoogleCloudPlatform /fraudfinder

Fraudfinder: A comprehensive lab series on how to build a real-time fraud detection system on Google Cloud

GoogleCloudPlatform /ai-ml-recipes

AI/ML Recipes for Vertex AI, Serverless Spark and BigQuery open-source project is an effort to jumpstart your development of data processing and machine learning notebooks using VertexAI, BigQuery and Dataproc's distributed processing capabilities.

kristeligt-dagblad /dbt_ml

Package for dbt that allows users to train, audit and use BigQuery ML models.

looker-open-source /app-ml-accelerator

Looker extension designed to give business users access to BigQuery and Vertex AI's machine learning capabilities.

vitalybibikov /biqquery-langchain-rest

Biq Query + langchain REST API written in python

pvoo /bigquery-mcp

Practical MCP server for large BigQuery datasets. Supports vector search. Keep LLM context small while staying fast and allowing only safe read-only actions.

rajanm /retail-enterprise-agents

Declarative Google Agent Development Kit (ADK) agents for Gemini Enterprise powered by BigQuery Conversational Analytics and other custom tools. These agents can be thought of as demos / accelerators.

KhushiiAgarwal /Data-Analyst-Learning-Path

CloudSkillBoost: Data Analyst Path

TirendazAcademy /Hands-on-Data-Science-with-GCP

Google BigQuery Tutorial

gregorymulla /grepctl

BigQuery Semantic Search Orchestrator

Rishikesh-Jadhav /AI-and-Machine-Learning-on-Google-Cloud

This repository showcases two machine learning projects using Google Cloud's BigQuery ML and Natural Language API to predict visitor purchases and perform entity and sentiment analysis on textual data.

iremozcann /US-Accent-Recognition-Using-BigQuery-ML

Using BigQuery ML; create a machine learning model to recognize the US accent from within six other accents

ShreenivasSB /BFSI-Loan-Analytics

Banking & Finance loan risk and portfolio analytics system using Python, MySQL, BigQuery, dbt, BigQuery ML, and Power BI

ramiro85 /retailguard-bigquery-ml

Hybrid fraud detection and mass defect monitoring system built with BigQuery ML. Combines Logistic Regression and KMeans anomaly detection to identify return fraud, emerging risks, and product quality issues using a scalable cloud-native analytics pipeline.

statmike /scale-forecasting

Enterprise time-series forecasting on Google Cloud — 34 models across 5 families, 7 runtimes (Dataproc Serverless, Ray, Vertex AI, GKE, Compute Engine, BigQuery ML), one JSON configuration, zero-idle compute, and results in BigQuery.

DavemYedess /NYC-Taxi-GCP-Platform

Ma mission a été de construire un pipeline de données optimisé, d'analyser des millions de trajets (3M+) de taxis jaunes New-Yorkais et développer un modèle de prédiction du prix d'un trajet pour aider une startup innovante à conquérir le marché (Données fictives)

Sniperex /Predicting-Visitor-Purchases-with-BigQuery-ML

The primary objective of this project is to predict the likelihood of a visitor making a purchase during a subsequent visit to the Google Merchandise Store.

ritu456286 /SmartStockAI

SmartStockAI uses AI to predict inventory trends, minimize deadstock risks, and provide actionable insights through advanced models and interactive visualizations.

statmike /bigquery-data-science

BigQuery ML, BigQuery AI, and 4-Lens Agent Skills: 104 live-verified SQL/Python workflows, zero-dependency CLI catalog & skill installer, and stdio MCP server.