Deep Learning for Natural Language Processing | Oxford University
Oxford University
Explore the latest advancements in deep learning for natural language processing, including speech recognition, language translation, and text analysis. Gain practical experience in implementing these cutting-edge techniques.
University CoursesDeep LearningNatural Language Processing
Introduction
This is an advanced course on natural language processing that focuses on recent advances in analyzing and generating speech and text using recurrent neural networks. The course covers a range of applications of neural networks in NLP including analyzing latent dimensions in text, transcribing speech to text, translating between languages, and answering questions.
Highlights
Covers mathematical definitions of relevant machine learning models and their optimization algorithms
Discusses practical implementation of such models on CPU and GPU hardware
Organized by Phil Blunsom and delivered in partnership with the DeepMind Natural Language Research Group
Recommendation
This course is recommended for those interested in the latest developments in deep learning for natural language processing, and who want to gain practical experience in implementing and applying these techniques.
How GetVM Works
Learn by Doing from Your Browser Sidebar
Access from Browser Sidebar
Simply install the browser extension and click to launch GetVM directly from your sidebar.
Select Your Playground
Choose your OS, IDE, or app from our playground library and launch it instantly.
Learn and Practice Side-by-Side
Practice within the VM while following tutorials or videos side-by-side. Save your work with Pro for easy continuity.