This repository is comprised of the four assignments in the "practical deep learning workshop" course in ben-gurion university of the negev.
Each assingmet has a relevent notebook with detail code and work process and a final report of the task at hand.
the report include the pourpose of each task, the work process, reasoning used in each step of the work, analysis and conclusions.
Assignment 1 - EDA, CIFAR-10 CNNs, Transfer learning, Features extraction.
Assignment 2 - EDA, RNNs, time-sereis valiadtion, Embeddings, kaggle "elo" competition.
Assignment 3 - Product recommendations, siamese-networks, embedding, Feature extraction.
Assignment 4 - Super resolutions.
All work was done with tal ben-senior.