Follow us through the Codecademy tutorial on python: https://www.codecademy.com/learn/learn-python
DataCamp tutorial on Learning Python for Data Science: https://www.datacamp.com/courses/intro-to-python-for-data-science
Setup Anaconda, then Tensorflow, then Keras. Setup Conda environment (TDS) for use during Monday night lectures! (Note: the Jupyter notebook installation procedure occurs on 3/12/18)
Learn how to use Keras w/ Mijael! (And find out that our Conda environments aren't setup for Jupyter)
Mijael and Zach distribute .yml conda environment files for PC's and Mac's
Learn how to use Keras w/ Mijael! (with working conda environments)
Go through the pain of manually setting up the matrix algebra used in neural networks...
...and learn how easy it is to do it in Keras!
Follow the MachineLearningMastery.com tutorials:
- Build your first Neural Network: https://machinelearningmastery.com/tutorial-first-neural-network-python-keras/
- Display your results: How do you see how your network performs over time https://machinelearningmastery.com/display-deep-learning-model-training-history-in-keras/
- Hyperparameter search: How to tune your network, for better performance https://machinelearningmastery.com/grid-search-hyperparameters-deep-learning-models-python-keras/