math 12

• Deriving categorical cross entropy and softmax Jan 10, 2023
• Universal approximation theorem - The intuition Jun 10, 2021
• PyTorch - Computation graph Dec 6, 2020
• Defining model complexity and its math Jun 28, 2019
• Optimization Algorithms – Gradient Descent Extensions Jun 20, 2019
• Kernels 101 May 19, 2019
• A beginners guide to SVM May 19, 2019
• A beginners guide to regularization May 8, 2019
• Introduction to gradience descent (a beginner's guide) Apr 22, 2019
• Introduction to neural networks Apr 20, 2019
• Logistic regression - the math behind it Apr 17, 2019
• A basic Markov model for NLP Mar 27, 2019