After installing TensorFlow, you can try running the following script that shows the application of neural networks to make predictions for a continuous variable using other numeric & categorical predictors. This script has been downloaded (with minimal modifications) from: TensorFlow site.
Neural Networks are a very important class of machine learning algorithms. These days machine learning or artificial intelligence is fairly mainstream (e.g. intelligent cars, facial recognition, etc.). Whenever you hear about artificial intelligence in the media, there is a good chance that neural networks are behind that intelligence. Neural Nets is also the first class […]
Prerequisites In order to get the most out of the post below, please check out the following blog posts before proceeding: 1. Theory: The Multi-Layer Perceptron This is an exciting post, because in this one we get to interact with a neural network! There is a download link to an excel file below, that you […]
There are different models of machine learning, and an important one is supervised learning . This model requires that we have as well as the corresponding data. The output data acts as a “supervisor”, comparing the output of the algorithm (i.e. a prediction or Ŷ) to the actual value from data (i.e. Y) in order to calculate the […]