Manufacturing, Robotics & Industry 4.0
Smart factories, predictive maintenance, industrial IoT and automation.
Beginner
Start here. No background needed beyond school maths.
Introduction to Industry 4.0 and Industrial IoT (IIT Kharagpur)
Smart factories explained: sensors, industrial IoT, cyber-physical systems, cloud and analytics, with case studies from manufacturing. Free to learn on NPTEL; the certificate needs a proctored exam with a fee.
NPTEL
Industrial Automation and Control (IIT Kharagpur)
Sensors, PLCs, control loops, drives and SCADA in factories, the automation layer that industrial AI builds on. Free to learn on NPTEL; the certificate needs a proctored exam with a fee.
NPTEL
Advanced
Once the basics are comfortable.
Build a Household Robot Workflow With NVIDIA Isaac and Cosmos
A video from NVIDIA on Build a Household Robot Workflow With NVIDIA Isaac and Cosmos. Best once you are comfortable with the basics of Manufacturing, Robotics & Industry 4.0. It plays here in the portal, and your progress is saved as you watch.
NVIDIA
Developing a Physical AI Simulation Live With GPT-6 Astra and NVIDIA Omniverse Libraries
A video from NVIDIA on Developing a Physical AI Simulation Live With GPT-6 Astra and NVIDIA Omniverse Libraries. Best once you are comfortable with the basics of Manufacturing, Robotics & Industry 4.0. It plays here in the portal, and your progress is saved as you watch.
NVIDIA
From Robot Development to Deployment with Isaac GR00T & Jetson Thor
A video from NVIDIA on From Robot Development to Deployment with Isaac GR00T & Jetson Thor. Best once you are comfortable with the basics of Manufacturing, Robotics & Industry 4.0. It plays here in the portal, and your progress is saved as you watch.
NVIDIA
Simulate Robotiq Grippers With NVIDIA Isaac Sim and Newton
A video from NVIDIA on Simulate Robotiq Grippers With NVIDIA Isaac Sim and Newton. Best once you are comfortable with the basics of Manufacturing, Robotics & Industry 4.0. It plays here in the portal, and your progress is saved as you watch.
NVIDIA
Video to Data Challenge: From Human Video to Robot Skills
A video from NVIDIA on Video to Data Challenge: From Human Video to Robot Skills. Best once you are comfortable with the basics of Manufacturing, Robotics & Industry 4.0. It plays here in the portal, and your progress is saved as you watch.
NVIDIA
What's New in Isaac Lab-Arena 0.3
A video from NVIDIA on What's New in Isaac Lab-Arena 0.3. Best once you are comfortable with the basics of Manufacturing, Robotics & Industry 4.0. It plays here in the portal, and your progress is saved as you watch.
NVIDIA
What’s New in Newton Physics for Robot Simulation
A video from NVIDIA on What’s New in Newton Physics for Robot Simulation. Best once you are comfortable with the basics of Manufacturing, Robotics & Industry 4.0. It plays here in the portal, and your progress is saved as you watch.
NVIDIA
AI4I 2020 Predictive Maintenance Dataset
A dataset of machine readings (temperature, torque, tool wear) and failures, widely used to learn predictive maintenance.
UCI Machine Learning Repository
NASA Prognostics Data Repository
NASA's run-to-failure datasets for engines, bearings, batteries and more, used worldwide to learn remaining-useful-life prediction.
NASA