In this article we will see how we can setup a framework to send email alerts in event of a failed query in BigQuery. However the framework can be extended for any of the events that needs to be monitored within Google Cloud Platform.

The high level flow and the…


Vertex AI Feature Store

Google Cloud recently launched VertexAI and as part of that FeatureStore was released. As per official definition “Vertex Feature Store (Feature Store) provides a centralised repository for organising, storing, and serving ML features.” You can read more here.

Feature Store uses a time series data model to store a series…


BigQuery with Google Cloud Storage

Data Analysts within organisations often have use case where they receive files i.e. CSV,Parquet etc at a scheduled frequency i.e. daily/weekly etc and are required to analyse them. …


Hyperpatameter Tuning

In the previous articles, we have seen how to use Google Cloud AI Platform to train model

In this article , we would look into how to use Google Cloud AI Platform to perform Hyperparameter tuning.

Before we see an example of…


Google Cloud Platform Dataproc

Dataproc is a managed Apache Spark and Apache Hadoop service that lets user take advantage of open source data tools for batch processing, querying, streaming, and machine learning. Dataproc automation helps user create clusters quickly, manage them easily, and save money by turning clusters off when you don’t need them…


AI Platform Job using Custom Container

In the previous article, we have seen how to use Google Cloud AI Platform to train a model by submitting a job. In that article we used a pre-built runtime by Google Cloud Platform. The pre-built runtime currently supports 3 ML frameworks as mentioned below. …


This story demonstrates how to use AI Platform to train a simple classification model using scikit-learn framework.

Before we begin, lets see what google cloud platform services we would be using in this story:

  • AI Platform is a managed service that enables users to easily build machine learning models. …


Cloud DataProc

In this story, we will see how Google Cloud Platform’s managed service Cloud DataProc can be leveraged to read and parse the AVRO data file. …


Jupyter Lab Service

In the previous article , we have seen how to install jupyter lab on a virtual machine in Google Cloud Platform. …


Jupyter

Google Cloud Platform very easy option to access Jupyter Lab instance via the Google Cloud’s AI Platform.

Sourabh Jain

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