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Lectures and Laboratories

Lesson 1: Foundational Concept of Deep Learning
- Lecture Task 1
- Laboratory Task 1
Lesson 2: Understanding Deep Learnin
PyTorch Tensor Objects Attributes and Methods
Main Types of Deep Learning Neural Networks
Lesson 3: Applications of Deep Learning
CNN Implementation

Project

1 Background of the Study
- Phase 1 - Narrative Report
2 Methodology
- Phase 2 - Narrative Report
3 Implementation
- Phase 3 - Narrative Report
- Phase 4 - Narrative Report
Project PulmoScope
- Exploratory Data Analysis
- Model Implementation

Blog

Riding the Learning Curve: How a Single Number Decides Whether Your Neural Network Succeeds or Crashes

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By Genheylou Felisilda

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