illustration for Fully Connected Neural Networks with Keras

Fully Connected Neural Networks with Keras

Instructor

Chris Achard
38m closed-captioning
Updated 3 weeks ago
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4.6
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Neural networks, with Keras, bring powerful machine learning to Python applications. They can answer questions like “How much traffic will hit my website tonight?” or answer classification questions like “Will this customer buy our product?” or “Will the stock price go up or down tomorrow?”

In this course, we’ll build a fully connected neural network with Keras. This is the most basic type of neural network you can create, but it’s powerful in application and can jumpstart your exploration of other frameworks.

We’ll start the course by creating the primary network. Then we’ll:

  • build and configure the network, then evaluate and test the accuracy of each
  • save the model and learn how to load it and use it to make predictions in the future
  • expose the model as part of a tiny web application that can be used to make predictions

You don’t need to know a lot of Python for this course, but some basic Python knowledge will be helpful. Enjoy!

Learner Reviews

  • Josh
    a year ago
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    What did you like about this course?

    Amazing course! I watched just out of curiosity with no future use-cases in mind, though I feel your course gives enough example material and explanation to start applying Keras straight away. Thank you :)

  • Eric Laursen
    a year ago
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    How will you use what you learned from this course?

    Egghead doesn't have much between intro-to-python and here :/ This seems particularly more complex than an intro to python, so the jump from 'know nothing about keras' to 'competent' feels a little much

  • Angelo Varlotta
    a year ago
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    What did you like about this course?

    I've just started with AI. I'm reading Deep Learning with Python and few other books and this course was a good introduction to keras grammar and basic concepts. Next course I'd like to follow on egghead is about tensorflowjs :)

  • Alplob
    2 years ago
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    What did you like about this course?

    Thanks a lot for this course, that is a very good one, extremely useful and practical. I am looking forward a follow-up course about Keras :-)

  • Rene
    2 years ago
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    What did you like about this course?

    very good course for starting with keras/tensorflow.

  • Eliezer Steinbock
    2 years ago
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    What did you like about this course?

    Simple and explained the basics of tensor flow. Can be heard to understand from other tutorials. Now I just want more of it!

Course Content

38m • 19 lessons

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