Using LSTMs For Stock Market Predictions (Tensorflow)

In this tutorial, you will see how you can use a time-series model known as Long Short-Term Memory. LSTM models are powerful, especially for retaining a long-term memory, by design, as you will see later. You'll tackle the following topics in this tutorial: Note: But before we start, I'm not advocating LSTMs as a highly reliable model that exploits the patterns in stock data perfectly, or can be used blindly without any human-in-the-loop. I did this as an experiment, in a pure machine learning interest. In my opinion, the model has observed certain patterns in the data, thus giving it the ability to correctly predict the stock movements most of the time.