GCP Set up a GCP Account: If you don't already have one, create a GCP account at https://cloud.google.com/ . You may need to provide billing information and set up a project. Create a Google Cloud Dataproc Cluster: Dataproc is a fully managed cloud service for running Apache Spark and Apache Hadoop clusters. It allows you to process large amounts of data in a distributed manner. Go to the GCP Console: https://console.cloud.google.com/ Open the Dataproc page: Navigation menu -> Dataproc Click "Create Cluster" to start creating a new cluster. Configure your cluster settings, such as name, region, and number of nodes. Specify the cluster properties, such as machine type, disk size, and other cluster-specific options. Click "Create" to create the cluster. Prepare Data: Upload your customer data to GCP. You can use Google Cloud Storage (GCS) to store your data files. Upload the data files to a GCS bucket. Data Processing with Spark: Once your cluster is up and ru...
