Nº 210: Redes Neuronales 19 - Optimización 01

Donations: https://www.paypal.me/jliglesiasferia In this first video on improvements to neural networks, we'll look at the different hyperparameters, how to process datasets, how to calculate errors, how to diagnose problems in the neural network (bias and variance), and how to correct them. We'll also see the main differences between the techniques used in traditional machine learning versus those used in neural networks. PDF with the Presentation Slides: https://www.dropbox.com/s/cwa7bqvaajf... Recommended Books: • "AI: A Modern Approach" https://amzn.to/2VCZn20 • "AI: Fundamentals, Practice, and Applications" https://amzn.to/2OGhum3 • "Advanced AI" https://amzn.to/3133xkI • "Probability and Statistics" https://amzn.to/2VzeDwL • "Machine Learning" https://amzn.to/2ILC1ll • "Logic for Beginners" https://amzn.to/35sfJin CC-BY-NC License Creative Commons Attribution-NonCommercial