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Introduction to Neural Network Architectures: Perceptrons, MLPs, and CNNs

May 22, 2025

A foundational overview of neural network units (perceptrons), Multilayer Perceptrons (MLPs) including their structure and learning algorithms, and Convolutional Neural Networks (CNNs) with their distinct layers and operations.

May 22, 2025

Key Concepts in Machine Learning: Evaluation and Model Behavior

May 22, 2025

An overview of fundamental machine learning concepts, including evaluation methods like Cross Validation, Confusion Matrix, ROC/AUC, and an explanation of model behaviors such as Bias and Variance.

May 22, 2025