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diff --git a/tutorials/module_5/introduction_to_ai.md b/tutorials/module_5/introduction_to_ai.md new file mode 100644 index 0000000..17477c5 --- /dev/null +++ b/tutorials/module_5/introduction_to_ai.md @@ -0,0 +1,13 @@ +Lecture 1: Introduction to AI + +- Historical context: Expert systems -> machine learning -> deep learning +- What is AI? Deep learning? Neural Networks? +- What makes AI useful in engineering: automation, prediction, anomaly detection +- Types of engineering problems where ai is superior. +- Application: + - Predictive maintenance + - Quality control + - CFD/FEA surrogate models +- Limitations, misconceptions and ethical considerations +- Short demo: Show a simple trained model making prediction (linear regression) + |