Forecasting in Browser with TensorFlow.js

If you are a javascript developer and interested in doing machine learning or artificial intelligence then the first question that may have crossed your mind is do I need to learn Python or R to get started? Well most often than not the obvious answer is yes python is best suited for AI and you can build on online jupyter notebooks on google colab etc. But wait you can do the same in javascript yes not a alternative for very large datasets and if your want to run models on gigabytes of data. In this article I am going to demonstrate use of tensorflow.js a google library for doing AI in browser using javascript. This example is meant to explain how we can do AI on a simple time series data and not a comprehensive tutorial of getting a best model for time series.