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