Back to Course Home

Module 4: Convolutional Neural Networks

Advanced topics in deep learning - Module 4

4-5 hours

🎯 Learning Objectives

Understand the core concepts of Convolutional Neural Networks
Apply theoretical knowledge to practical problems
Implement key algorithms and architectures
Analyze performance and optimization strategies
Lecture Materials
Core video lectures and presentations

Introduction to Convolutional Neural Networks

Comprehensive introduction to the key concepts of Module 4.

30 min
Watch
Required Readings
Essential texts and research papers

Research Papers - Module 4

Key research papers for Module 4.

45 min
Read
Code Examples & Notebooks
Hands-on programming exercises

Module 4 Implementation

Practical implementation exercises for Module 4.

Open in ColabCode
Additional Resources
Supplementary materials for deeper learning

Module 4 Resources

Additional learning resources for Module 4.

View
Ready to continue your learning journey?Return to Course