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Mostrando entradas de abril, 2019

House price prediction 1/4: Using Keras/Tensorflow and python

A series about creating a model using Python and Tensorflow and then importing the model and making predictions using Javascript in a Vue.js application, above is the vid and below you will find some useful notes. In this post I am going to talk about how to create a model in python, pre-process a dataset I've already created, train a model, post-process, predict, and finally create different files for sharing some information about the data for later use. Then in part 2 I will take the model the data for pre and post processing and finally predict using Vue.js. Then in part 3 I will show how does one hot encoding works. And finally in part 4 normalizing the inputs and its importance. If you want to see a simpler model and how it integrates with a javascript application using Tensorflow.js and Vue.js you can check my previous post: How to import a Keras model into a Vue.js application using Tensorf…