Artificial Neural Networks and Deep Learning
2. Perceptron
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insper/ann-dl
Artificial Neural Networks and Deep Learning
insper/ann-dl
Ementa
Artificial Intelligence
Neural Networks
Neural Networks
Introduction
Perceptron
Multi-Layer Perceptron
Deep Learning
Deep Learning
Introduction
Convolutional Neural Networks
Generative Models
Metrics and Evaluation
Metrics and Evaluation
Introduction
Classification Metrics
Regression Metrics
Model Evaluation
Cross-Validation
Hyperparameter Tuning
References
Versions
Versions
Terms and Conditions
2025.2
2025.2
Presentation
Exercises
Exercises
1. Data
2. Perceptron
3. MLP
4. Metrics
Projects
Projects
1. Classification
2. Regression
3. Generative Models
2. Perceptron
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