├── Coursework ├── Coursework.pdf ├── Quizzes │ ├── .DS_Store │ ├── Coursework_Slides.pdf │ ├── Quiz_Coursework_Creating_the_training_Dataset.pdf │ ├── Quiz_Coursework_Preprocessing.pdf │ ├── Quiz_Coursework_Training.pdf │ ├── Solution_Coursework_Creating_the_training_Dataset.pdf │ ├── Solution_Coursework_Preprocessing.pdf │ └── Solution_Coursework_Training.pdf └── data │ └── RedditNews.csv ├── Lectures ├── Lecture_1.pdf ├── Lecture_2.pdf ├── Lecture_4.pdf ├── Lecture_4_old.pdf ├── Lecture_5.pdf ├── Lecture_6.pdf ├── Lecture_8.pdf ├── Lecture_8_Optional_Reading.pdf └── Review.pdf ├── Past_Exams_Courseworks ├── Courseworks │ ├── 2020 │ │ ├── .DS_Store │ │ ├── Coursework.pdf │ │ └── data │ │ │ ├── RedditNews.csv │ │ │ └── TweetSentiment.csv │ ├── 2021 │ │ ├── .DS_Store │ │ ├── Coursework.pdf │ │ └── data │ │ │ └── RedditNews.csv │ ├── 2022 │ │ ├── .DS_Store │ │ ├── Coursework.pdf │ │ └── data │ │ │ └── RedditNews.csv │ └── .DS_Store └── Exams │ ├── 2020 │ ├── .DS_Store │ ├── Exam_2020.pdf │ └── Solution_2020.pdf │ ├── 2021 │ ├── .DS_Store │ ├── Exam_2021.pdf │ └── Solution_2021.pdf │ ├── 2022 │ ├── .DS_Store │ └── Exam_2022.pdf │ └── .DS_Store ├── Programming_Sessions ├── Programming_Session_2 │ ├── Programming_Session_2.ipynb │ └── images │ │ ├── Chvar.png │ │ ├── GS_LR.png │ │ ├── GS_LogR.png │ │ ├── Iris.png │ │ ├── Loss_Gradient_LR.png │ │ ├── Loss_Gradient_LogR.png │ │ ├── Matrix_Notation.png │ │ └── NormalEq.png ├── Programming_Session_3 │ ├── Programming_Session_3.ipynb │ ├── credit_dataset.csv │ └── images │ │ ├── Categorical_variables_processed.PNG │ │ ├── Final_dataset.PNG │ │ ├── Normalized_numerical_variables.PNG │ │ ├── NumFeatures.png │ │ ├── OneHotEncoding.PNG │ │ ├── Oversampling.png │ │ ├── Splitting_features_targets.PNG │ │ ├── Splitting_numvars_rest.PNG │ │ ├── Splitting_train_test.PNG │ │ ├── Undersampling.png │ │ ├── boxplot.png │ │ ├── confusion_matrix.png │ │ ├── crossval.png │ │ ├── score_prediction.png │ │ ├── scores_targets.png │ │ ├── tuning.png │ │ └── variables.png ├── Programming_Session_4 │ ├── Programming_Session_4.ipynb │ ├── Reading │ │ ├── .DS_Store │ │ ├── Optional_Reading.ipynb │ │ └── images │ │ │ ├── BatchNorm.PNG │ │ │ └── TransferLearning.PNG │ └── images │ │ ├── NN.png │ │ ├── NN_dropout.png │ │ ├── SGD.png │ │ ├── architecture.png │ │ ├── big_architecture.png │ │ ├── corpus.png │ │ ├── loss.png │ │ ├── review_example.png │ │ ├── tensor.png │ │ ├── vectorize.png │ │ └── word2idx.png ├── Programming_Session_5 │ ├── Programming_Session_5.ipynb │ ├── data │ │ └── RedditNews.csv │ └── images │ │ ├── Preprocessing.PNG │ │ ├── algo_ALS.PNG │ │ ├── algo_GD.PNG │ │ ├── algo_co_occurence.PNG │ │ ├── algo_co_occurence_modified.PNG │ │ ├── co-occurence.png │ │ └── weighting_function.png ├── Programming_Session_6 │ ├── Programming_Session_6.ipynb │ └── images │ │ ├── Objective.png │ │ ├── RNN_image.png │ │ └── StandardRNN.png ├── Programming_Session_7 │ ├── Programming_Session_7.ipynb │ ├── data │ │ ├── bbc-text.csv │ │ └── news_headlines.csv │ └── images │ │ ├── Embedding_Matrix1.png │ │ ├── Embedding_Matrix2.png │ │ ├── Model_1.png │ │ ├── Model_2.png │ │ ├── Preprocessing.png │ │ ├── Recap.png │ │ ├── adam.png │ │ ├── attention.png │ │ ├── embeddings.png │ │ ├── seq2seq.png │ │ └── tgf.png ├── Programming_Session_8 │ ├── .DS_Store │ ├── Optional_Reading.ipynb │ └── images │ │ ├── EM.png │ │ ├── Observation_Matrix.png │ │ ├── Observation_Matrix_2.png │ │ ├── Observations.png │ │ ├── Transition_Diagram.png │ │ ├── Viterbi.png │ │ ├── fake_data.png │ │ ├── next_hs.png │ │ └── next_obs.png ├── Programming_session_1 │ ├── Optional_Reading_Session_1.ipynb │ ├── Programming_session_1.ipynb │ ├── credit_data.csv │ └── images │ │ ├── Oversampling.png │ │ ├── Undersampling.png │ │ ├── auc.png │ │ ├── confusion_matrix.png │ │ ├── logo.png │ │ ├── score_prediction.png │ │ ├── score_predictions.png │ │ ├── scores_targets.png │ │ └── splitting_data.png └── Python_Session │ ├── 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