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Lab 2: CNNs and Synthetic Data - Full Stack Deep Learning - Spring 2021
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New course announcement ✨
We're teaching an in-person LLM bootcamp in the SF Bay Area on November 14, 2023. Come join us if you want to see the most up-to-date materials building LLM-powered products and learn in a hands-on environment.
Hope to see some of you there!
--------------------------------------------------------------------------------------------- In this lab, you train a single-line ConvNet predictor on the EMNIST dataset and then synthetically generate your own data.
00:00 - Introduction
05:23 - Look at the EMNIST dataset
09:52 - Train a base ConvNet model
12:43 - Examine the ConvNet code
17:33 - Lab 2 homework
19:35 - Make a synthetic dataset of EMNIST lines
We're teaching an in-person LLM bootcamp in the SF Bay Area on November 14, 2023. Come join us if you want to see the most up-to-date materials building LLM-powered products and learn in a hands-on environment.
Hope to see some of you there!
--------------------------------------------------------------------------------------------- In this lab, you train a single-line ConvNet predictor on the EMNIST dataset and then synthetically generate your own data.
00:00 - Introduction
05:23 - Look at the EMNIST dataset
09:52 - Train a base ConvNet model
12:43 - Examine the ConvNet code
17:33 - Lab 2 homework
19:35 - Make a synthetic dataset of EMNIST lines