add lecture 3 woot

Beesitech · Sep 12, 2022 · 4c35597 · 4c35597
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diff --git a/README.md b/README.md
@@ -25,10 +25,19 @@ We implement a bigram character-level language model, which we will further comp
 
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+**Lecture 3: The spelled-out intro to language modeling: building makemore. PART 2: MLP**
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+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.).
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+- [YouTube video lecture](https://youtu.be/TCH_1BHY58I)
+- [Jupyter notebook files](lectures/makemore/makemore_part2_mlp.ipynb)
+- [makemore Github repo](https://github.com/karpathy/makemore)
 
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 **License**