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Neural Networks: Zero to Hero | https://www.youtube.com/watch?v=TCH_1BHY58I | Building makemore Part 2: MLP | We implement a multilayer perceptron (MLP) character-level language model. In this video we also introduce many basics of machine learning (e.g. model training, learning rate tuning, hyperparameters, evaluation, train/dev/test splits, under/overfitting, etc.).
Links:
- makemore on github: https://github.com/karpathy/m... | Hi everyone. Today we are continuing our implementation of Makemore. Now in the last lecture we implemented the bi-gram language model and we implemented it both using counts and also using a super simple neural network that has single linear layer. Now this is the Jupyter Notebook that we built out last lecture and w... | [{"start": 0.0, "end": 5.94, "text": " Hi everyone. Today we are continuing our implementation of Makemore. Now in the last"}, {"start": 5.94, "end": 9.32, "text": " lecture we implemented the bi-gram language model and we implemented it both"}, {"start": 9.32, "end": 13.76, "text": " using counts and also using a supe... |
Neural Networks: Zero to Hero | https://www.youtube.com/watch?v=PaCmpygFfXo | The spelled-out intro to language modeling: building makemore | "We implement a bigram character-level language model, which we will further complexify in followup (...TRUNCATED) | " Hi everyone, hope you're well. And next up what I'd like to do is I'd like to build out Makemore. (...TRUNCATED) | "[{\"start\": 0.0, \"end\": 2.0, \"text\": \" Hi everyone, hope you're well.\"}, {\"start\": 2.0, \"(...TRUNCATED) |
Neural Networks: Zero to Hero | https://www.youtube.com/watch?v=P6sfmUTpUmc | Building makemore Part 3: Activations & Gradients, BatchNorm | "We dive into some of the internals of MLPs with multiple layers and scrutinize the statistics of th(...TRUNCATED) | " Hi everyone. Today we are continuing our implementation of Makemore. Now in the last lecture we im(...TRUNCATED) | "[{\"start\": 0.0, \"end\": 5.6000000000000005, \"text\": \" Hi everyone. Today we are continuing ou(...TRUNCATED) |
Neural Networks: Zero to Hero | https://www.youtube.com/watch?v=VMj-3S1tku0 | The spelled-out intro to neural networks and backpropagation: building micrograd | "This is the most step-by-step spelled-out explanation of backpropagation and training of neural net(...TRUNCATED) | " Hello, my name is Andre and I've been training deep neural networks for a bit more than a decade a(...TRUNCATED) | "[{\"start\": 0.0, \"end\": 5.86, \"text\": \" Hello, my name is Andre and I've been training deep n(...TRUNCATED) |
Diana Uribe | https://www.youtube.com/watch?v=dayDTsaM1Gc | Drive My Car | "#miercolesdecine #drivemycar #mubi \nImagínense que nuestro patrocinador de #Miércolesdecine que(...TRUNCATED) | " Buenas, les cuento una historia hoy en mi el cole de cine después de 4 años tenemos un patrocina(...TRUNCATED) | "[{\"start\": 0.0, \"end\": 20.72, \"text\": \" Buenas, les cuento una historia hoy en mi el cole de(...TRUNCATED) |
Diana Uribe | https://www.youtube.com/watch?v=MZV9fQB0hnM | Feria de Manizales | "#podcastdianauribe #dianauribefm #feriademanizales \nEsta vez el turno es para una de las festivid(...TRUNCATED) | " buenas siguiendo las tradiciones de las ferias y fiestas en las que estamos montados encontrando e(...TRUNCATED) | "[{\"start\": 0.0, \"end\": 6.5, \"text\": \" buenas siguiendo las tradiciones de las ferias y fiest(...TRUNCATED) |
Diana Uribe | https://www.youtube.com/watch?v=CUDzFxG6cJ4 | Hable con ella | "#miercolesdecine #almodovar \nNuestro patrocinador @MUBI nos regaló 30 días gratis de cine en su (...TRUNCATED) | " Buenas, les conté que muy bien nos está patos de ineados que tenemos una lianza con muy, les con(...TRUNCATED) | "[{\"start\": 0.0, \"end\": 18.88, \"text\": \" Buenas, les cont\\u00e9 que muy bien nos est\\u00e1 (...TRUNCATED) |
Diana Uribe | https://www.youtube.com/watch?v=1ZDKBghlo-g | Festival y Carnaval de la Subienda de Honda | "#podcastdianauribe #honda \nEsta vez en nuestra serie de Ferias y Fiestas de Colombia nuestro dest(...TRUNCATED) | " ¡Buenas! Hoy nos vamos a meter con un carnaval para el cual tenemos que tocar toda la arteria fun(...TRUNCATED) | "[{\"start\": 0.0, \"end\": 15.14, \"text\": \" \\u00a1Buenas! Hoy nos vamos a meter con un carnaval(...TRUNCATED) |
Diana Uribe | https://www.youtube.com/watch?v=kcP8uzJ-OHc | Festival Iberoamericano de Teatro | "#podcastdianauribe #\nBogotá celebra alrededor de la cultura. El invitado en esta ocasión es el F(...TRUNCATED) | " Hoy vamos a ver uno de los eventos con los que, digamos, más personalmente estoy ligada de todas (...TRUNCATED) | "[{\"start\": 0.0, \"end\": 9.72, \"text\": \" Hoy vamos a ver uno de los eventos con los que, digam(...TRUNCATED) |
Diana Uribe | https://www.youtube.com/watch?v=_e2AY70KrKU | Adiós, señor Haffmann | "#miercolesdecine \nAdiós, señor Haffmann\nParís, 1942. François Mercier es un hombre corriente (...TRUNCATED) | " Buenas, hoy en mi árcoles de cine les tenemos una cantidad de dilemas éticos, es una película f(...TRUNCATED) | "[{\"start\": 0.0, \"end\": 18.48, \"text\": \" Buenas, hoy en mi \\u00e1rcoles de cine les tenemos (...TRUNCATED) |
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