Artificial Intelligence
(:toc:)
Preliminaries
- Have a laptop, with text editor
- Install python 2.7 and 3.6 in each separate Conda environments
- Favourite python learning tutorial Tutorialspoint
- Only spend max 2 hours on your own
- Conda will manage versioning and protection of all applications and packages
- These will persist and still be there even if you return some time later, all will still work
- Link to Conda tutorial MiniConda
Training Data, Evaluation Data, Performance Metrics
- Data manipulation, presentation in python
CNN as a Greybox
- Feature Extraction, Cost Function, Minimisation in a tensor context, Neural Net, Nodes, Weights
CNN Tutorials
- Jump straight in to Keras and Tensorflow examples like in the QuickStart link
- Test python program that creates a CNN to classify digits in the MNIST data set
- Running on your GPU, Amazon cloud, Google engine
Diving Deeper into CNN
