Computational Linguistics Courses and Certifications

Leiden University;  Meertens instituut (KNAW)

Miracles of Human Language: An Introduction to Linguistics

115 reviews

There is no human society, no matter how small or how isolated, which does not employ a language that is rich and diverse. This course introduces you to linguistics, featuring interviews with well-known linguists and with speakers of many different langu…

• Coursera
• 22 hours 38 minutes
• On-Demand
• Paid Course

• Best of All Time

Large Language Models and the Changing Face of Computational Linguistics

Explore the impact of Large Language Models on computational linguistics, discussing their transformative effects and future implications for language processing and understanding.

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

Complexity Explorer

Arriving at an Understanding of Computational Linguistics' Virtues - Lecture 1

Explore computational linguistics' virtues in humanities research. Learn text analysis methods, content extraction, and meaning derivation from digital sources to enhance humanities scholarship.

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

Graham Neubig

Linguistics and Computational Linguistics - Lecture 18

Explore fundamental concepts of linguistics and computational linguistics, examining their intersection and applications in modern natural language processing.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Fundamentals of Natural Language Processing

13 ratings at Coursera

Explore the foundations of NLP through probabilistic language models, neural networks, and vector-based meaning representations, learning to implement N-gram models, text classifiers, and word embeddings.

• Coursera
• 1 day 6 minutes
• On-Demand
• Paid Course

Corpus linguistics and new technologies: data, language and society

Explore computational language analysis using digital text collections and cutting-edge tools to understand real-world language use across discourse, sociolinguistics, and education.

• edX
• 8 weeks, 2-6 hours a week
• On-Demand
• Free Online Course (Audit)

NLP in Engineering: Concepts & Real-World Applications

Master practical NLP techniques and their engineering applications through word embeddings, neural networks, and deep learning models. Implement advanced methods for real-world problem-solving in natural language processing.

• Coursera
• 13 hours 28 minutes
• On-Demand
• Paid Course

Ousiometrics and Telegnomics - Measuring Essential Meaning and Remote Knowledge

Explore the study of essential meaning and remotely sensed knowledge through innovative frameworks, examining language patterns, storytelling, and temporal dynamics in various contexts.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Paul G. Allen School

NLP Research Group Colloquium - Advances in Natural Language Processing

Graduate students present cutting-edge NLP research on semantic representation, commonsense knowledge acquisition, religious rhetoric analysis in Congress, and efficient deep learning for text and visual data.

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

Paul G. Allen School

Natural Language Processing - Lecture 1

Introduction to Natural Language Processing, covering fundamental concepts, techniques, and applications in analyzing and understanding human language computationally.

• YouTube
• 2 hours 54 minutes
• On-Demand
• Free Video

MITCBMM

Boundary Conditions for Language in Biological and Artificial Neural Systems

Explore computational requirements for language processing in neural systems, focusing on hierarchical structures, neural oscillations, and integrating linguistic insights with neural computation principles.

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

Bridging the Divide Between Vectors and Symbols in Language Processing

Explore the intersection of vectors and symbols in language processing, focusing on innovative approaches to bridge computational and cognitive models of meaning.

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

Text-Based Timeline Analysis and New Instruments for the Science of Stories

Exploring Twitter data as a telescope for observing collective human thought, revealing insights into sentiment, narrative power, and social dynamics through innovative text analysis techniques.

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

Compositionality in Vector Space Models of Meaning

Explore compositional structures in vector space models of meaning, focusing on deep neural networks, grammar, and role-filler bindings to understand language representation.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Free Video

Painting Emotions in Music and Text - Video 12a

Explore computational analysis of emotional expression through text and music correlation in this MIT research presentation.

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