Support_vector_machine_classifier contains a notebook with a thorough analysis of Soft and Hard Margin SVM classifiers that I wrote.
pipeline_face_images.ipynb includes machine learning pipelines that predict age and gender based on face images.
Face images are located in the Dataset folder.