Python
·
From Time Series to Insights: Building Machine Learning Models with InfluxDB
In this blog, we will walk you through a practical process of extracting data from an InfluxDB time-series database, preparing it for analysis, and leveraging it to train machine learning models. InfluxDB is a powerful time-series database designed for metrics and events. Along the way, we’ll also explore how to identify the best features for your models.…
The Human Side of Technology: Learning, Growing, and Creating
With 35 years of experience in programming and managing complex systems, I thought I had seen it all. But the past few months have shown me there is always something new to learn. While I have a strong foundation in IT, technologies like MongoDB, InfluxDB, SQLite, Python, and machine learning were uncharted territory for me.…
Building a Web-Based SQLite Database Manager with React and Flask
In this blog, we’ll take you through the development of a feature-rich, web-based SQLite database manager. We’ll use Flask to build a backend API and React to create an interactive frontend. Along the way, you’ll see how to handle table views, CRUD operations, and even manage foreign key relationships dynamically. This project is perfect for…
Building a Scalable Data Ingestion API with Python
In today’s era of monitoring and predictive analysis, having a flexible and scalable data ingestion system is crucial. In this post, we’ll guide you through creating a simple but powerful Scalable API using Python and Flask that can ingest custom metrics into an InfluxDB instance. This API is designed to accept any metric you define,…
Streamlining IT Operations: Automating Tasks with Python and APIs
As IT environments grow more complex, so does the need for efficient management and streamlined operations. Automation has become essential for reducing repetitive tasks and ensuring consistency across systems. In this post, we’ll explore how to harness the power of Python and APIs to automate essential IT tasks, from server configuration to real-time monitoring and…
