BASIRA Lab

#IntuitiveDeepLearning #SimpleMathematicsOfDL #linearalgebra
📚🔗 The summary map of the DL linear algebra of the second lecture videos 2.1 to 2.2 can be found at: https://drive.google.com/file/d/1pBFjN7q1YdM0hcmE9HMAus8BKrL8EXSE/view?usp=sharing

Unlock the world of Deep Learning with our new “Intuitive Deep Learning” video series!
🚀 Dive into the mathematical foundations of DL using an intuitive approach and the power of linear algebra.
🧠 We hope that you will find the joy of clarity and multi-layer understanding of DL methods in this new series.

In this DL map video we briefly cover the following topics:
1. Fully-connected single-layer neural network

📊💡 Join us on this journey to gain a simplified understanding of complex concepts in DL.

Special thanks go to Jeremey Watts, Simon Prince and co-authors for producing foundational textbooks:
• Machine Learning Refined; https://github.com/jermwatt/machine_learning_refined
• Understanding Deep Learning; https://github.com/udlbook/