Gcp Data Science

2 hours ago

Bengaluru Karnataka, India NTT DATA Full time

**Statistical Modeling**: Strong understanding of statistical techniques and experience leveraging BigQuery ML and Vertex AI for model development.
**Machine Learning Algorithms**: Experience with GCP's pre-built ML APIs (e.g., Vision AI, Natural Language API) and custom model building using Vertex AI.
**Feature Engineering**: Ability to create meaningful features within BigQuery and leverage BigQuery ML's feature engineering capabilities.
**Data Visualization**: Proficiency in Looker Studio (formerly Data Studio) and integration with other GCP data sources for effective insight communication.
**Machine Learning Engineering (5-6 resources)**:
**Model Deployment**: Expertise in deploying ML models to production on Vertex AI using pre-built containers, custom containers, or serverless options.
**Model Monitoring**: Skills in using Vertex AI Model Monitoring and Explainable AI tools to track model performance, detect drift, and explain predictions.
**Deep Learning**: Familiarity with TensorFlow and PyTorch on Vertex AI for complex tasks and leveraging TPUs for accelerated training.

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