Time Series Prediction With Deep Learning in Python with Keras

Time Series prediction is a difficult problem both to frame and to address with machine learning. In this post you will discover how to develop neural network models for time series prediction in Python using the Keras deep learning library. After reading this post you will know: About the airline passengers univariate time series prediction problem. How to phrase time series prediction as a regression problem and develop a neural network model for it. How to frame time series prediction with a time lag and develop a neural network model for it. Let’s get started. Problem Description The problem we are going to look at in this post is the international airline passengers prediction problem. This is a problem where given a year and a month, the task is to…


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