Packt - Real-World Python Deep Learning Projects

Category: Tutorial

Posted on 2018-12-18, by elegance.


Packt - Real-World Python Deep Learning Projects
English | Size: 798.52 MB
Genre: eLearning

Deep Learning allows you to solve problems where traditional Machine Learning methods might perform poorly: detecting and extracting objects from images, extracting meaning from text, and predicting outcomes based on complex dependencies, to name a few. In this course you will learn how to use Deep Learning in practice by going through real-world examples.

You will start of by creating neural networks to predict the demand for airline travel in the future. Then, you'll run through a scenario where you have to identify negative tweets for a celebrity by using Convolutional Neural Networks (CNN's). Next you will create a neural network which will be able to identify smiles in your camera app. Finally, the last project will help you forecast a company's stock prices for the next day using Deep Learning.

By the end of this course, you will have a solid understanding of Deep Learning and the ability to build your own Deep Learning models.

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