diff --git a/book/intro.md b/book/intro.md index 10153bde..5d6d446e 100644 --- a/book/intro.md +++ b/book/intro.md @@ -2,8 +2,6 @@ **Most ML education teaches you to _use_ frameworks. TinyTorch teaches you to _build_ them.** -TinyTorch is an educational framework designed specifically for learning by building. Instead of using PyTorch or TensorFlow, you implement every component from scratch: tensors, autograd, optimizers, even MLOps monitoring. This hands on approach develops the deep systems understanding that distinguishes ML engineers from ML users. - ```{admonition} 🎯 What You'll Build :class: tip **A complete ML framework from scratch**: your own PyTorch style toolkit that can: @@ -15,6 +13,8 @@ TinyTorch is an educational framework designed specifically for learning by buil **Result:** You become the expert others ask about "how PyTorch actually works." ``` +TinyTorch is an educational framework designed specifically for learning by building. Instead of using PyTorch or TensorFlow, you implement every component from scratch: tensors, autograd, optimizers, even MLOps monitoring. This hands on approach develops the deep systems understanding that distinguishes ML engineers from ML users. + --- ## 💡 **The Core Difference**