In this article, we explored how to deploy a graph database on AWS using Amazon Neptune, how to load some data into the database, and how to query those data. The graph data model is rapidly becoming the ideal way for modeling datasets that are highl...
Using SQL to predict telecoms customer churn based on customer activity data (95+% accuracy).
Analyzing data in real-time gives us the opportunity to derive important insights from data and respond to events as they occur. More than any other topic, COVID-19 was the most discussed topic globally in 2020. Since the beginning of the outbreak,...
FastAPI is a modern and fast Python web framework for building backend applications. FastAPI comes with support for API documentation powered by Swagger, security modules, and type checking to ensure correctness in code. Why choose FastAPI over othe...
Apache Airflow is an open-source workflow automation tool that can be used to programmatically author, schedule, and monitor data processing pipelines. Airflow originated at Airbnb in 2014 and became a top-level open-source project under Apache Soft...
More and more GIS-enabled organizations are automating their entire GIS workflows to increase efficiency, decrease operation cost, and improve service performance. If an operational task becomes repetitive the best way forward is to automate such tas...
Provisioning of cloud resources by clicking multiple buttons on the cloud providers' management console is a time-consuming process that can be automated to achieve faster development timelines and save on operational costs. In most organizations, de...
The term "serverless" is becoming very popular in the world of Big Data. The rise of cloud computing is fast democratizing the approach and method by which we store, process, and analyze vast amounts of data. Gone are those days when organizations ha...
Serverless is the way to go when it comes to developing highly scalable and available applications. Serverless does not mean that there is no server, but it means that the tasks associated with infrastructure provisioning and management are completel...