- Lectures 2 & 3: Exploring Gradient Descent and Introduction to Backpropagation
- Lecture 4: Understanding Stochastic Gradient Descent
- Lectures 5 & 6: Navigating Numpy and PyTorch: Broadcasting and Acceleration and Supervised Learning
- Lectures 7 & 8: Constructing an Autograd Engine from Scratch
- Lecture 9: Exploring (Computational) Graph Traversal Algorithms
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This repository contains my code-based studying for the course 'Foundations of Deep Learning (SBE2250)' by Dr. Meena Abd-Elmaseeh taught in Spring 2023. In this course, we implemented various basic deep learning algorithms from scratch.
nouran-19/Foundations_of_Deep_Learning_Spring_2023
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This repository contains my code-based studying for the course 'Foundations of Deep Learning (SBE2250)' by Dr. Meena Abd-Elmaseeh taught in Spring 2023. In this course, we implemented various basic deep learning algorithms from scratch.
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