As we get new data, we will want to re-train our old models with that new data. We’ll look at how to load the existing model, and train it with new data, and then save the newly trained model.
Could've talked about transfer learning a little bit
Vatsaev: this was meant to be a more "intro" level course, but Yes! transfer learning would be a great topic in a follow on course. Using an already trained model is definitely where a lot of the power of using neural networks comes into play.
seconding transfer learning
Would love to see a follow up to this course! I want more!
yes, a follow up would be nice. how to learn with different counts of inputs ? e.g. short and long text ?
Thanks a lot for that very practical course, I am big fan of it! If there is a new course about Keras, I would be very interested about handling multiple time series data like those about Antarctica weather shown in the course 5.