What Will Happen If the Learning Rate Is Set inaccurately (Too Low or Too High)?

Data Science, AI and ML
#1

What Will Happen If the Learning Rate Is Set inaccurately (Too Low or Too High)?

#2

A too high learning rate will make the learning jump over minima but a too low learning rate will either take too long to converge or get stuck in an undesirable local minimum.

#3

Learning rate is very well explained in google’s open source platform
Check this out, you will appreciate the beauty
https://developers.google.com/machine-learning/crash-course/fitter/graph