Cloud Infrastructure, Data Engineering, GCP, Machine Learning, Python, Software EngineeringMaking Machine Learning predictions from BigQuery DataformNFL Touchdown Prediction with Dataform and BigQuery ML This blog post demonstrates how to build an end-to-end ML pipeline using Google Cloud…
Cloud Infrastructure, Data Engineering, GCP, Machine Learning, Python, Software EngineeringThe Tale of Two Routes: A Love Story Between BigQuery and Vertex AI for Machine Learning predictionsThis blog post is the first, and probably last where I thought I would see what the Github Copilot VSCode extension could do with writing a…
Cloud Infrastructure, Data Engineering, DevOpsChecking the public IP address of a GCP Cloud FunctionPublic IP address of a GCP Cloud Function When you deploy a Cloud Function without configuring a VPC, it operates within Google’s internal…
Cloud Infrastructure, Data EngineeringDebugging Dataform with Node.js in VScodeDebugging Dataform with Node.js in VScode Debugging Dataform JavaScript If you happen to be a data engineer who is not familiar with the…
Cloud Infrastructure, Data EngineeringGCP Cloud Functions for Web Scraping AFL dataScraping web data using GCP Cloud Functions The main reason for this blog post is a practical example of writing a GCP Cloud Function with…
Dataflow, Data Engineering, GCP, BigQueryConverting table schemas from any database to BigQuery for DataflowWhy do this? When using Dataflow Google-provided templates for any RDBMS to BigQuery (such as PostgreSQL to BigQuery) the target table in…
Dataflow, Data Engineering, GCP, KMSKMS encrypted credentials with Dataflow on GCPEncrypting credentials Google KMS Cloud Key Management Service (Cloud KMS) lets you create and manage encryption keys for use in compatible…
Apache Beam, Data Engineering, GCP, BigQuery, DockerPython Beam and DataFlow to write data to BigQuery with a custom Docker imageDataflow build and run Basic example of how to develop an Apache Beam pipeline written in Python that writes data to BigQuery. To then build…
Teradata, Data Engineering, GCP, BigQueryCopying a table from Teradata to Google BigQueryCopying a table from Teradata to Google BigQuery For this demo I will be using a Windows PC including: Teradata Studio Teradata ClearScape…
Teradata, Data EngineeringConnecting Nifi to TeradataConnecting Nifi to Teradata For this demo I will be using a Windows PC including: Docker desktop PowerShell Core 7.3.6 VMWare Workstation…
Data Engineering, PythonConnecting to Teradata from PythonReading and Writing data between Python and Teradata This blog post is paired with the associated Github repository https://github.com…
Data Engineering, Data ScienceDatabricks sample NFL datasetCreate a Databricks database with sample NFL data The code this post is relating to is here: https://github.com/mortie23/databricks-nfl-data…
System Administration, Cloud Infrastructure, Data EngineeringInstalling Prefect Server on AzureReading Firstly I came across the following docs on how to install prefect server Prefect Server 101 Deploying to GCP Deploying to a Single…
Business Intelligence, Web Development, Data EngineeringTableau Web Data Connector Node GeneratorUsing Tableau Web Data Connector (WDC) as the data source for dashboard. This post is in reference to the associated Github repo at https…
Business Intelligence, Data EngineeringTableau Web Data ConnectorThis post is in reference to the associated Github repo at https://github.com/mortie23/tableau-wdc. Tableau WDC Quick example of a Tableau…
