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About APMonitor.com
APMonitor is a community for the fourth industrial revolution (Industry 4.0). Content is for those interested in data science, programming, optimization, automation, and machine learning. APMonitor and Gekko software are for solving large-scale and complex problems with advanced simulation and optimization.
Recent Videos from APMonitor.com
Time-Series Pandas Python
Time-series data is generated sequentially with repeated measurements that typically occur at regular intervals. The pandas package collects and analyzes time-series data in a DataFrame.
📈 Pandas Time-Series: https://apmonitor.com/dde/index.php/Main/PandasTimeSeries
📊 Data-Driven Engineering: http… Industry 4.0 Lab
Lab experiences give hands-on introductions to learn programming, data science, machine learning, and automation. The 2022 American Control Conference special workshop "Adding Feedback Principles and Understanding to Teaching Robotics, Programming, and Other STEM Classes" is for Middle and High Sch… Collect Automotive Data
Automotive data is available from OBD-II codes that are standard for engine monitoring of light duty vehicles (passenger cars) starting in year 1996. Newer vehicles may include additional sensors from other electronic systems such as the brake system, tire pressure, climate control, and transmissio…