Deep Learning Tutorials
In this video we discussed about GD Algorithm:
Gradient Descent is the most common optimization algorithm in machine learning and deep learning. It is a first-order optimization algorithm.
In above video we talk about GD Algorithm and Vectorized GD Algorithm:
1. Modified SN class.
2. Overall setup - What is the data, model, task.
3. Plotting functions - 3D, contour.
4. Individual algorithms and how they perform.
5. Exercise.
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