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Practical Deep Learning with Keras and Python [Video]

By Dr. Mohammad Abdur Razzaque
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What do you get with a Packt Subscription?
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50+ new titles added every month on new and emerging tech
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Download this video in MP4 format, plus a monthly download credit
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50+ new titles added every month on new and emerging tech
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50+ new titles added every month on new and emerging tech
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Mobile App with offline access
What do you get with a Packt Subscription?
This book & 6500+ ebooks & video courses on 1000+ technologies
60+ curated reading lists for various learning paths
50+ new titles added every month on new and emerging tech
Early Access to eBooks as they are being written
Personalised content suggestions
Customised display settings for better reading experience
50+ new titles added every month on new and emerging tech
Playlists, Notes and Bookmarks to easily manage your learning
Mobile App with offline access
What do you get with eBook?
Download this book in EPUB and PDF formats
Access this title in our online reader
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What do you get with Audiobook?
Download a zip folder consisting of audio files (in MP3 Format) along with supplementary PDF
What do you get with Exam Trainer?
Flashcards, Mock exams, Exam Tips, Practice Questions
Access these resources with our interactive certification platform
Mobile compatible-Practice whenever, wherever, however you want
About this video

This course is for you if you are new to Machine Learning but want to learn it without all the math. This course is also for you if you have tried to use a machine learning course but could never figure out how to use it to solve your own problems.
In this course, we will start from scratch. So we will immediately start coding even before installation! You will see a brief bit of absolutely essential theory and then we will get into environment setup and explain almost all concepts through code. You will be using Keras, one of the easiest and most powerful machine learning tools out there.

You will start with a basic model of how machines learn and then move on to higher models, such as:

  • Convolutional Neural Networks 
  • Residual connections 
  • Google's Inception Module

All this with only a few lines of code. All the examples used in the course come with starter code which will get you started and without the hard work.

All the code files are placed at https://github.com/PacktPublishing/-Practical-Deep-Learning-with-Keras-and-Python

Style and Approach

This course is based on a case study-based approach and explains why we need machine learning and how everything fits together.

Publication date:
December 2018
Publisher
Packt
Duration
3 hours 26 minutes
ISBN
9781838554729

About the Author
  • Dr. Mohammad Abdur Razzaque

    Dr. Mohammad Abdur Razzaque is a senior lecturer in the School of Computing and Digital Technologies, Teesside University, UK. He has more than 14 years of research and development and teaching experience on distributed systems (Internet of Things, P2P networking, and cloud computing) as well as experience in cybersecurity. He is an expert in end-to-end (sensors-to-cloud) IoT solutions. He offers consultancy in the areas of IoT solutions and the use of machine learning techniques in businesses. He has successfully published more than 65 research papers in these areas. He holds a PhD in distributed systems (P2P wireless sensor networks, mobile ad hoc networks) from the School of Computer Science and Informatics, UCD, Dublin (2008).

    Browse publications by this author
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.
Practical Deep Learning with Keras and Python [Video]
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