What are the Sequences?

Author(s): Sanku Vishnu Darshan

Originally published on Towards AI.

The Vanishing Gradient Problem

Photo by Icons8 team on Unsplash

Hello, everyone, I welcome you to the Beginner’s Series in Deep Learning with TensorFlow and Keras. This guide will help you understand the basics of TimeSeries Forecasting. You’ll learn how to pre-process TimeSeries Data and build a simple LSTM model, train it, and use it for forecasting.

Consider you’re dealing with data that is captured in regular intervals of time i.e., for example, if you’re using Google Stock Prices data and trying to forecast future stock prices. We capture these prices every day at successive intervals. Hence it can be termed as Timeseries Data.

To make you… Read the full blog for free on Medium.

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Published via Towards AI