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Explore the fascinating intersection of telenovelas and deep learning in this engaging conference talk. Dive into the world of popular telenovelas to synthesize a typical dramatic arc, then learn how to train a deep learning model to generate telenovela-style scripts. Compare three Python deep learning frameworks - Keras, PyTorch, and TensorFlow - to determine the best approach for translating telenovela elements into a neural network. Discover the process of creating a machine-generated telenovela script, complete with amor, pasiòn, and misterioso plot twists. Join Lorena Mesa, a political scientist turned coder and data engineer, as she combines her unique background in research and applied mathematics with her passion for engineering and data science to bring this creative project to life.
