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Few exercises to understand the basics of data analysis and visualization with python.
to know
A few exercises in python to understand the basics of the language. This functions as a tutorial.
Notebooks that I've prepared while teaching Programming in Python
All handout materials and code.
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
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