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Laboratory Activities

Lab 2: Implementing a Forward Pass
Lab 3: Understanding Backpropagation
Lab 4: Building a Regression Model in PyTorch
Lab 5: Tensor Manipulations
Lab 6: CNN Architecture in PyTorch

Exercises

Exercise 1
Lecture Task 1: Reaction Paper – Living in the Age of AI

Projects

PulmoScope: AI for Lung Sound Analysis
- Exploratory Data Analysis
- Model Development & Experiments

Deep Learning Blog

How Learning Rate Shapes the Journey of a Neural Network

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By Joanna Reyda D. Santos

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