Classifying dog breeds and predicting their age.
- Linear Regression, Logistic Regression, KNN and Decision Trees
- Hyperparameter tuning
- Cross-Validation
- Model Evaluation
Classify author
- SVM
- Hyperparameter (GridSearch)
- Clustering ( K-Means, DBScan and Hierarchical Clustering)
- Clustering evaluation
- Dimensionality Reduction (PCA)
- Process text (Bag of Words, TF-IDF )
Recognize images with three-digit numbers and learn to add them
- Convolutions and filters
- Data generators
- LSTM
- Training plots
- Network evaluation