DIY Stock Ticker to Learn Python Frameworks
Learning Python web frameworks (Dash, Flask, Streamlit) by building the same stock ticker webapp three different ways to compare approaches and capabilities
data science
Sensor Fleet Part 6
Move beyond klugy real-time updates to production-grade data streaming with Apache Kafka. Learn to set up Kafka brokers, configure producers and consumers, a...
Sensor Fleet Part 5
Lock down your IoT deployment by creating a custom MQTT broker with authentication and adding password protection to your web dashboard. Learn security best ...
Sensor Fleet Part 4
Enhance your sensor dashboard with local weather context from NOAA weather stations. Query outdoor temperature and weather conditions to compare indoor senso...
Sensor Fleet Part 3
Automate data ingestion using crontab for scheduled tasks and deploy the complete IoT data pipeline to an AWS instance. Learn to configure automated data col...
Sensor Fleet Part 2
Scale from one sensor to a fleet and build a Heroku-hosted dashboard to visualize temperature data in real-time. Learn to add multiple Arduino sensors, handl...
Sensor Fleet Part 1
Build an Arduino-powered temperature sensor that publishes data via MQTT, stores readings in MySQL, and creates the foundation for a fleet of IoT sensors
Sensor Fleet
Build a fleet of Arduino-powered temperature sensors to collect heating and cooling data from different rooms. This series teaches Arduino programming, MQTT ...
tutorial
A Step-by-Step Guide to Launching an RDS Database with the AWS CLI
Level up your data skills by moving beyond jupyter notebooks. Learn how to build robust, repeatable data infrastructure using the tools of modern data engine...
Why Metadata Matters
Metadata is the connective tissue between your content and the world. Here’s how structured metadata transforms search visibility, social sharing, and conten...
How I Organized My Mermaid Life
Treat Mermaid diagrams like visual source code with a home, structure, and a tiny bit of automation.
Digital Home Base Workshop Part 4- A Data Scientist’s Reflections of Workshop to Web
What started as a simple website project turned into valuable insights about how we approach and document technical processes. Join me for some “aha!” moment...
Digital Home Base Workshop Part 3- Automate Your Site with GitHub Actions
Every good engine needs a monitoring system. Learn how to install a proper CI/CD pipeline that watches your engine’s performance, catches issues before they ...
Digital Home Base Workshop Part 2- Under the Hood: Understanding Your Site’s Engine
Explore Jekyll’s inner workings, understand how it transforms your content into a smooth-running website, and learn how to fine-tune its performance
Digital Home Base Workshop Part 1- Assembly Required: Getting Started with GitHub Pages
Learn how to create a beautiful, professional website using GitHub Pages – perfect for data professionals who love version control and markdown.
3d printing
Recreational 3D Printing
Exploring at-home additive manufacturing with the AnkerMake M5 3D printer, from initial Kickstarter curiosity to hands-on learning about slicer settings, STL...
cloudML
Woot! Earned my AWS CCP badge
Celebrating my AWS Cloud Practitioner certification journey, including exam tips, study recommendations from CloudWolf, and insights into the Well Architecte...