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Welcome!
Lectures and Laboratories
Lesson 1: Foundational Concept of Deep Learning
Lecture Task 1
Laboratory Task 1
Lesson 2: Understanding Deep Learnin
Laboratory Task 2
Laboratory Task 3
Laboratory Task 4
Laboratory Task 5
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
Repository
Open issue
Index
