Computational Linguistics Courses and Certifications

IIT Kharagpur;  NPTEL

Introduction to Language and Linguistics

Explore language structure, analysis, and classification. Learn phonetics, morphology, syntax, and semantics. Gain skills in linguistic data collection and basic computational linguistics.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Microcredential

Text Analytics with Python

Explore text analytics and NLP using Python, covering core techniques, machine learning pipelines, and ethical considerations while working with real-world case studies and popular libraries.

• edX
• 12 weeks, 3-6 hours a week
• On-Demand
• $498.00
• 2 courses

IIT Madras;  NPTEL

Language and Mind

Explore the relationship between language and mind, covering acquisition, innate abilities, and cognitive processes. Gain insights into linguistic structures and their connection to human cognition.

• Swayam
• 8 weeks, 2-3 hours a week
• On-Demand
• Free Online Course

Explore a revolutionary approach to understanding nature through simple program models and discover how computational language may reshape human-computer interaction in the AI era.

• World Science U
• On-Demand
• Free Online Course

Alan Turing Institute

Computational Semantics Evaluation - The Origins of Senseval and Evolution of SemEval

Explore the evolution of computational semantics evaluation, from Senseval's origins in word sense disambiguation to SemEval's diverse tasks. Learn about key challenges, benefits, and future considerations in semantic analysis.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Graham Neubig

CMU Multilingual NLP: Language Contact and Similarity Across Languages

Explore computational models of language contact, lexical borrowing, and cross-lingual similarities in this multilingual NLP lecture on language evolution and interaction.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Graham Neubig

CMU Multilingual NLP - Syntax and Parsing

Explore syntax, dependency parsing, and linguistic discovery with AutoLex. Learn about major word orders, parsing models, and tools for multilingual NLP research and applications.

• YouTube
• 1 hour
• On-Demand
• Free Video

Graham Neubig

Multilingual NLP 2022 - Language Contact and Change

Explore language change, contact, and crosslingual similarities. Learn about loanwords, cognates, and computational models for transliteration and lexicon induction.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Graham Neubig

CMU Multilingual NLP 2022 - Words, Parts of Speech, Morphology

Explore words, parts of speech, and morphology in multilingual NLP, covering linguistic concepts, UD Treebank annotations, and morphological analysis techniques.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Complexity Explorer

Probability and Its Interpretation - Foundations of Humanities Analytics

Explore probability theory, its historical development, and interpretations in this humanities analytics lecture, focusing on frequency and subjective approaches to understanding uncertainty.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Fission

Alternatives to Modern Programming Languages - Causal Islands Podcast Episode 3

Explore the creation of Arabic and Cree programming languages with experts, discussing challenges, cultural implications, and innovative approaches to non-Latin alphabet-based coding.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

TED

Computing a Rosetta Stone for the Indus Script

Discover how modern computational techniques are being used to decipher the 4000-year-old Indus script, unlocking secrets of an ancient civilization in this fascinating TED talk by Rajesh Rao.

• YouTube
• 17 minutes
• On-Demand
• Conference Talk

TED

The Giant Leaps in Language Technology - And Who's Left Behind

Explore the impact of language technology on global communication and the importance of inclusive systems for low-resource languages. Discover how bridging linguistic gaps can shape a more equitable digital future.

• YouTube
• 16 minutes
• On-Demand
• Conference Talk

BasisTech

Emotion Detection in Text: Latest Developments and Challenges

Explore latest developments in emotion detection from text, covering techniques, datasets, and challenges in building production-level systems for enhanced NLP applications.

• YouTube
• 33 minutes
• On-Demand
• Free Video

LLM Research and Development at National Institute of Informatics

Explore cutting-edge LLM research and development at Japan's National Institute of Informatics with Professor Sadao Kurohashi, gaining insights into the latest advancements in natural language processing.

• YouTube
• 30 minutes
• On-Demand
• Free Video