anacarolerthal/ML-and-DL-studies

A repository to store machine learning exercises

ML and DL studies

Repo for storing my past Machine and Deep Learning exercises from courses taken @ FGV EMAp.

Machine Learning course - 2023.1

• KNNs
• Regression
• Approximate Bayesian Inference
• Hyperparameters search
• Gaussian Processes
• Neural Networks
• Dimmensionality Reduction
• Mixture Models

Deep Learning course - 2023.2

• Transfer Learning
• Semantic Segmentation
• Action Recognition
• GANs and Autoencoders
• Deep KMeans