Examples of applications of ANNs within business cases?

keras
tensorflow

#1

I am looking for examples of applications of artificial neural networks (ANNs) within business cases. Preferably with a data set, we can play with and extract value.

I will be giving a workshop, where I would like to include an example as mentioned. However, as I work exclusively with applying ANNs in bioinformatics research, I turn to the community-brain for business input? :+1: :slightly_smiling_face:

Perhaps improving forecasting by using non-linear ANNs over linear methods?


#2

Hi Leon,

Perhaps improving forecasting by using non-linear ANNs over linear methods?

In my view, as of today, the most impressive showcases of DL are more in the areas of image recognition, time series, generative models, classification of 1d/2d/3d data and such, than MLPs...
However, if you're looking for business applications specifically, there are some interesting examples on the blog:



On the other hand, if you went for time series, there would for sure be interesting business applications, say, from the stock market, or sales forecasting...


#3

Perfect - I have some reading to do, thanks for input!