Multilingual Natural Language Processing Courses and Certifications

Graham Neubig

CMU Multilingual NLP - Information Extraction

Explore information extraction over low-resource languages with Alan Black in this under 1-hour material from Graham Neubig. Ideal for disaster response projects.

• YouTube
• 41 minutes
• On-Demand
• Free Online Course

Graham Neubig

CMU Multilingual NLP: Active Learning

Explore active learning in Multilingual Natural Language Processing with Graham Neubig. Understand token and sequence level learning, and human effort considerations. Less than 1-hour workload.

• YouTube
• 29 minutes
• On-Demand
• Free Online Course

Graham Neubig

CMU Multilingual NLP 2020 - Data Annotation

Learn about data annotation, tools, and practices in multilingual natural language processing from Graham Neubig, with less than an hour of material.

• YouTube
• 53 minutes
• On-Demand
• Free Online Course

Graham Neubig

CMU Multilingual NLP 2020 - Text to Speech

Explore text-to-speech systems, multilingual NLP, and low-resource language handling in this concise, less than 1-hour material by Graham Neubig.

• YouTube
• 39 minutes
• On-Demand
• Free Online Course

Graham Neubig

CMU Multilingual NLP 2020 - Automatic Speech Recognition

Explore automatic speech recognition with Graham Neubig's under 1-hour material, covering pronunciation, acoustic, and language modeling. Offered by CMU.

• YouTube
• 40 minutes
• On-Demand
• Free Online Course

Graham Neubig

CMU Multilingual NLP 2020 - Speech

Explore speech production and its variations across languages in this less than 1-hour material by Graham Neubig, featuring insights from Alan Black.

• YouTube
• 41 minutes
• On-Demand
• Free Online Course

Graham Neubig

CMU Multilingual NLP - Unsupervised Translation

Explore unsupervised training of translation systems with Graham Neubig's material, covering topics from adversarial training to multilingual NLP. Less than 1hr workload.

• YouTube
• 51 minutes
• On-Demand
• Free Online Course

Graham Neubig

CMU Multilingual NLP 2020 - Multilingual Training and Cross-Lingual Transfer

Explore multilingual systems, zero-shot adaptation, and multilingual learning challenges in this less than 1-hour material by Graham Neubig.

• YouTube
• 40 minutes
• On-Demand
• Free Online Course

Graham Neubig

CMU Multilingual NLP: Language Contact and Similarity Across Languages

Explore computational models of language contact and change with Graham Neubig's under 1-hour material on multilingual natural language processing.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Graham Neubig

CMU Multilingual NLP 2020 - Data Augmentation for Machine Translation

Explore data augmentation methods for machine translation with Graham Neubig's less than 1-hour material, covering topics from back translation to dictionary-based augmentation.

• YouTube
• 25 minutes
• On-Demand
• Free Online Course

Graham Neubig

Multilingual NLP: Words, Parts of Speech, Morphology

Explore multilingual natural language processing, word structure, parts of speech, and morphology in this under 1-hour material by Graham Neubig.

• YouTube
• 39 minutes
• On-Demand
• Free Online Course

Graham Neubig

CMU Multilingual NLP - The LORELEI Project

Learn to develop low-resource information extraction in new languages with Graham Neubig's less than 1-hour material, including real disaster scenarios.

• YouTube
• 44 minutes
• On-Demand
• Free Online Course

Graham Neubig

CMU Multilingual NLP 2022 - Speech

Explore the fundamentals of speech, its applications, and variations with Graham Neubig's concise guide. Learn about ASR, TTS, speech translation, and privacy in under an hour.

• YouTube
• 54 minutes
• On-Demand
• Free Online Course

Graham Neubig

Multilingual NLP 2022 - Language Contact and Change

Explore language change and contact, dialects, nonnative writing, and computational models of transliteration with Graham Neubig in under an hour.

• YouTube
• 32 minutes
• On-Demand
• Free Online Course

Graham Neubig

CMU Multilingual NLP 2022 - Data-Driven Strategies for NMT

Explore data-driven strategies for Neural Machine Translation (NMT) with Graham Neubig. Learn about data augmentation, translation evaluation, and high/low resource languages.

• YouTube
• 41 minutes
• On-Demand
• Free Online Course