3: Deep Learning for Computer Vision – Building Convolutional Neural Networks from Scratch

Name: 3: Deep Learning for Computer Vision – Building Convolutional Neural Networks from Scratch
Uploaded: 2026-01-07T00:00:00.000Z
Duration: 1 h 17 min 12 s
Description: This lecture walks through the full neural-net training loop—epochs, mini-batch SGD, overfitting, and Keras/TensorFlow—then implements a heart-disease classifier in Colab (about 83.6% test accuracy versus a 72.6% majo...

MIT OpenCourseWare · 77:12

This lecture walks through the full neural-net training loop—epochs, mini-batch SGD, overfitting, and Keras/TensorFlow—then implements a heart-disease classifier in Colab (about 83.6% test accuracy versus a 72.6% majo...

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