oxford-cs-deepnlp-2017/lectures

Project overview

University course material covering deep learning techniques for natural language processing. It provides lecture slides, video links, practical exercises, and curated reading lists for understanding speech and text analysis and generation.

Use cases

Learning & Education

Deployment

Refer to project documentation

License

License pending

Best for

• Researchers, educators, and developers looking for an academic approach to learning deep learning applications for text and speech analysis.

Key capabilities

• Curated slides and video lectures covering advanced NLP topics such as text classification, RNNs, speech recognition, and question answering
• Links to practical programming exercises covering word2vec, text classification, and recurrent neural networks
• Further reading references including academic papers, textbooks, and blog posts supporting each lecture topic

Limitations and risks

• The course was offered in Hilary Term 2017 and is not actively maintained, which may affect the currency of the techniques and references discussed.

Getting started

• Navigate to the repository and click the video or slides links in the lecture sections. The setup is easy and requires no local installation to begin viewing the content.

Evidence and sources

• GitHub project description: Oxford Deep NLP 2017 course
• README: This repository contains the lecture slides and course description for the [Deep Natural Language Processing](http://www.cs.ox.ac.uk/teaching/courses/2016-2017/dl/) course offered…
• README: [[slides]](Lecture%201a%20-%20Introduction.pdf) [[video]](http://media.podcasts.ox.ac.uk/comlab/deep_learning_NLP/2017-01_deep_NLP_1a_intro.mp4)
• README: 1. [Practical 1: word2vec](https://github.com/oxford-cs-deepnlp-2017/practical-1) 2. [Practical 2: text classification](https://github.com/oxford-cs-deepnlp-2017/practical-2) 3. […
• README: * [Firth, John R. "A synopsis of linguistic theory, 1930-1955." (1957): 1-32.](http://annabellelukin.edublogs.org/files/2013/08/Firth-JR-1962-A-Synopsis-of-Linguistic-Theory-wfihi…

Reviewed at: 2026-07-17T14:13:55Z