How to Tune a Neural Network in PyTorch - Spotify Song Classifier | Tamil #regularization #dropout

Kaggle Notebook link - https://www.kaggle.com/code/keerthiceg/song-popularity-classifier-ann-tuned-version

0:00 - Introduction
0:23 - Use case of the session
5:28 - Data Analysis
12:36 - Data Preparation
14:13 - Neural Network Tuning Steps
16:27 - Baseline Model
26:49 - Underfitting?
31:22 - Weight Decay
35:25 - Dropout
40:10 - Early Stopping
43:40 - When to use which overfitting technique?

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Видео How to Tune a Neural Network in PyTorch - Spotify Song Classifier | Tamil #regularization #dropout канала Data Science with Keerthi (தமிழில்)