A friendly introduction to Recurrent Neural Networks
Serrano.Academy
@serranoacademyAbout
Welcome to Serrano.Academy! I'm Luis Serrano and I love demystifying concepts, capturing their essence, and sharing these videos with you. I prefer illustrations, analogies, and cartoons, rather than formulas (although we don't shy away from the math when needed). The topics I have are machine learning, mathematics (probability and statistics), but I'm open to many others. If you have any topics you'd like to suggest, feel free to add them in the comments or drop me a line! For more information, check out http://serrano.academy. And also check out my book! Grokking Machine Learning http://manning.com/books/grokking-machine-learning (40% discount code: serranoyt)
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Video Description
Announcement: New Book by Luis Serrano! Grokking Machine Learning. bit.ly/grokkingML 40% discount code: serranoyt A friendly explanation of how computers predict and generate sequences, based on Recurrent Neural Networks. For a brush up on Neural Networks, check out this video: https://www.youtube.com/watch?v=BR9h47Jtqyw 0:00 A friendly introduction to Recurrent Neural Networks 1:38 A friendly introduction to Deep Learning and Neural Networks 2:11 Vectors 5:22 Perfect Roommate 7:13 Simple Neural Network 7:54 Simple (Recurrent) Neural Network 10:03 Cooking Schedule 11:47 More Complicated RNN 12:06 Food 13:31 Weather 14:38 Add 16:02 Merge 20:53 Start with random weights 21:05 Use Gradient Descent 21:41 New Error Function
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