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1. Deep-Learning-CNN-CIFAR-10 Deep-Learning-CNN-CIFAR-10 Public

   A Python project where I've achieved 88% accuracy score on test set on CIFAR-10 dataset using some deep learning techniques (with max 2 FC layers and other constraints).

   Jupyter Notebook

2. Sentiment-Analysis-with-BoW-and-Transformers Sentiment-Analysis-with-BoW-and-Transformers Public

   A Python project where I've done sentiment analysis on a Trustpilot real reviews dataset using some text mining techniques like BoW and Transformers. I've also done fine-tuning on a BERT pre-traine…

   Jupyter Notebook

3. Similar-products-clustering Similar-products-clustering Public

   A Python project where I've grouped similar products in a real ecommerce dataset using some unsupervised learning techniques (clustering).

   Jupyter Notebook

4. PyTorch-Multiclassification PyTorch-Multiclassification Public

   A Python project where I've done classification on a hair dataset with tensors and CNN. I've also used GridSearchCV for hyperparameters tuning and overfitting avoiding.

   Jupyter Notebook

5. Environmental-Data-Analysis Environmental-Data-Analysis Public

   A supervised machine learning project in R that forecasts minimum temperatures in Florence.

6. Time-series-analysis Time-series-analysis Public

   I've done a non-seasonal time series analysis in R about Nike stock prices using ARIMA model.