O'Reilly logo

Java Deep Learning Projects by Md. Rezaul Karim

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

Summary

In this chapter,we saw how to develop a demo project for predicting stock prices for five categories: OPEN, CLOSELOW, HIGH, and VOLUME. However, our approach cannot generate an actual signal. Still, it gives some idea of how to use LSTM. I know there are some serious drawbacks of this approach. Nevertheless, we did not use enough data, which potentially limits the performance of such a model.

In the next chapter, we will see how to apply deep learning approaches to a video dataset. We will describe how to process and extract features from a large collection of video clips. Then we will make the overall pipeline scalable and faster by distributing the training on multiple devices (CPUs and GPUs), and run them in parallel.

We will ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required