Real-World Python Deep Learning Projects [Video]

1 (1 reviews total)
By Jakub Konczyk
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About this video

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.

The code bundle for this video course is available at - https://github.com/PacktPublishing/Real-World-Python-Deep-Learning-Projects

Style and Approach

This course will teach you Deep Learning using easy-to-understand, practical, and clear examples. Each Deep Learning use case is based on a real-world dataset.

Publication date:
October 2018
Publisher
Packt
Duration
3 hours 50 minutes
ISBN
9781788620161

About the Author

  • Jakub Konczyk

    Jakub Konczyk has enjoyed and programmed professionally since 1995. He is a Python and Django expert and has been involved in building complex systems since 2006. He loves to simplify and teach programming subjects and share this with others. He first discovered Machine Learning when he was trying to predict the real estate prices in one of the early stage start-ups, he was involved in. He failed miserably then. He then discovered a much more practical way to learn Machine Learning, which he would like to share with you in this course. It boils down to the “Keep it simple” mantra. He is the author of multiple bestselling video courses on Machine Learning and Deep Learning, including Real-World Deep Learning Python Projects and AI in Finance. Learn more at https://kubakonczyk.com/members/tffl

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Latest Reviews

(1 reviews total)
cannot use packt mobile app to see this. mobile app displays only subscriptions, this is a one time purchase. There is no menu to navigate to one time purchases. mobile app keep displaying ads to subscribe. when you cllick link in email to see video/learn, it redirects to packt website and keeps asking if account info is correct, there is no way to fiind the courses you purched online too.

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