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Hands-On Artificial Intelligence with Keras and Python

Hands-On Artificial Intelligence with Keras and Python

Hands-On Artificial Intelligence with Keras and Python
Hands-On Artificial Intelligence with Keras and Python, Use Keras to solve advanced industry relevant projects
Created by Packt Publishing
English
English [Auto-generated

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What you'll learn
  • Develop a deep learning network from scratch with Keras using Python to solve a practical problem of classifying the traffic signs on the road.
  • Introduction to Computer Vision & Deep Learning.
  • Setup and develop an environment with VM or Docker. Ipython and Jupyter notebook.
  • Activation functions, Forward propagation, backward propagation.
  • How to use Tensorflow backend. Hands-on coding with me.
  • Tensorboard and intuitions of filters and hyper-parameters.
  • Deploy and evaluate for other real-world applications. Future work and readings!
  • Neural network style transfer - Image style translation and generation
  • Game AI - Running game agents using Deep Q network

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