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Used BigQuery dataset to train DNNClassifier using Estimator API on DataLab using Jupyter Notebook and then running it on Google Cloud Platform's (GCP) serverless environment i.e. Cloud Machine Learning Engine (CMLE).
Goal:
Shredded train-dev-test .csv datasets progressively using BigQuery
Used tf.estimator modeling
Used Serving Input Function
Monitoring with TensorBoard
Refactor by not using sampling and creating large shredded datasets
Language used : Tensorflow (Estimator API)
Dataset: Stack Overflow Data (BigQuery Dataset)