Streaming Anomaly Detection Solution by using Pub/Sub, Dataflow, BQML & Cloud DLP
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Updated
May 4, 2024 - Java
Streaming Anomaly Detection Solution by using Pub/Sub, Dataflow, BQML & Cloud DLP
Looker extension designed to give business users access to BigQuery and Vertex AI's machine learning capabilities.
Use Bigquery Machine Learning (BQML) to apply advertising techniques
GCP data pipeline predicting power outages in São Paulo based on weather data. Ingests CSV data into BigQuery, pulls real-time weather via Cloud Functions and Pub/Sub, and uses ARIMA and LightGBM models for predictions. Results are visualized in Looker Studio. Infrastructure is deployed with Terraform.
Learning, quizzes and practical lab works of Machine Learning course from Google Cloud on Coursera platform.
Código fuente: Análisis de Vuelos basado en trabajo de Valliappa Lakshmanan.
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