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Deep Learning (from basics)

Deep Learning with Python/ Keras
Instructor
Shrirang Korde
75 Students enrolled
  • Description
  • Curriculum
  • FAQ
  • Reviews

Following topics are covered as part of the course

  • Explore building blocks of neural networks

    • Data representation, Tensor, Back propagation

  • Keras

    • Dataset, Applying Keras to cases studies, over fitting / under fitting

  • Artificial Neural Networks (ANN)

    • Activation functions

    • Loss functions

    • Gradient Descent

    • Optimizer

  • Image Processing

    • Convnets (CNN), hands-on with CNN

  • Text and Sequences

    • Text data, Language Processing

    • Recurrent Neural Network (RNN)

    • LSTM

    • Bidirectional RNN

  • Gradients and Back Propagation – Mathematics

Fitment - Design Issues
How long do I have access to the course materials?
You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
1455
Course details
Lectures 12
Quizzes 3
Video 7 hours
Certificate of Completion
Full lifetime access
Access on mobile and TV

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