Downloads

Here you’ll find all the downloadable items in all the weeks of the course.

Slides

Under the risk of being pedantic, I should note that the slides W1 Introduction and W3 Corpus Linguistics (part 1) are not only my work, but were initially created/idealized by Philipp Blandfort. See licence to know how to use them.

• W1 Introduction: link
• W3 Corpus Linguistics (part 1): link
• W5 Tokenization: link
• W6 Machine Learning: link
• W9 Distributional Semantics: link
• W10 Wordnet: link
• W10 Lesk: link

Notebooks

• W2 Intro to Python: link
• W2 Intro to NLTK: link
• W5 Tokenization: link
• W6 Preprocessing: link
• W7 Regression: link
• W8 Neural Networks: link
• W8 Overfitting: link
• W8 POS Tagging with the NLTK (and a few other tasks): link
• W9 Context and Co-occurences: link
• W11 Vector Embeddings: link