Wash, Dry, Analyze - Turning Dishwasher Logs into Clean Data

Learn how to transform everyday appliance data into meaningful insights through a practical conference talk that demonstrates recording dishwasher energy and water usage with simple logging techniques, then using Python and pandas to clean, analyze, and visualize the collected real-world data. Discover beginner-friendly approaches to experiment design and data analysis as Dean Langsam, a data scientist at SentinelOne, walks through the complete process of turning mundane household data into actionable information using fundamental data science tools and techniques.