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Learn Linguistics online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
MIT OpenCourseWare
This course is a graduate introduction to natural language processing - the study of human language from a computational perspective. It covers syntactic, semantic and discourse processing models, emphasizing machine learning or corpus-based methods and algorithms. It also covers applications of th…
Natural language processing (NLP) or computational linguistics is one of the most important technologies of the information age. Applications of NLP are everywhere because people communicate almost everything in language: web search, advertising, emails, customer service, language translation, virt…
This project-oriented class is focused on developing systems and algorithms for robust machine understanding of human language. It draws on theoretical concepts from linguistics, natural language processing, and machine learning. There will be special lectures on developing projects, presenting res…
Taught by professor Christopher Potts, this professional Stanford Online course draws on theoretical concepts from linguistics, natural language processing, and machine learning. Topics include domain adaptation for supervised sentiment, retrieval augmented in-context learning, advanced behavioral…
The videos in this series are part of the lectures in this Stanford Graduate course CS224U. This project-oriented class is focused on developing systems and algorithms for robust machine understanding of human language. It draws on theoretical concepts from linguistics, natural language processing,…
MIT OpenCourseWare
This course is a graduate level introduction to automatic discourse processing. The emphasis will be on methods and models that have applicability to natural language and speech processing. The class will cover the following topics: discourse structure, models of coherence and cohesion, plan recogn…
DeepLearning.AI
In Course 2 of the Natural Language Processing Specialization, you will: a) Create a simple auto-correct algorithm using minimum edit distance and dynamic programming, b) Apply the Viterbi Algorithm for part-of-speech (POS) tagging, which is vital for computational linguistics, c) Write a better au…
Alison
Neuro-linguistic programming (NLP) comes down to the conscious use of language to change thoughts and behaviours. With its focus on NLP, this course will help you realize you can achieve anything you put your mind to. It will teach you how to achieve remarkable results using our NLP master guide. W…
Instructor: Prof. Norvin A. Richards View the complete course: https://ocw.mit.edu/courses/24-900-introduction-to-linguistics-spring-2022/ [Note: Due to technical problems with the recording, no video is available for lectures 1 and 7.] This class provides some answers to basic questions about the…
MIT OpenCourseWare
6.863 is a laboratory-oriented course on the theory and practice of building computer systems for human language processing, with an emphasis on the linguistic, cognitive, and engineering foundations for understanding their design.
Microsoft
Prepare your semantic layer for AI by adding metadata and linguistic context to gold-layer data stores and semantic models, then generate ontologies that AI agents use to answer business questions.
MIT OpenCourseWare
Quantum mechanics–even in the ordinary, non-relativistic, “particle” formulation that will be the primary focus of this course–has been a staggeringly successful physical theory, surely one of the crowning achievements of 20th century science. It’s also rather bizarre–bizarre enough to lead very in…
MIT OpenCourseWare
This course presents a tutorial on the ToBI (Tones and Break Indices) system, for labelling certain aspects of prosody in Mainstream American English (MAE-ToBI). The course is appropriate for undergrad or grad students with background in linguistics (phonology or phonetics), cognitive psychology (p…
Georgetown University
What myths and truths about sign languages have been revealed through research? Whether you are fluent in sign language or simply interested in learning more, join us on a journey through the history and evolution of American Sign Language!
Stanford University
First-order logic is a restricted, formalized language which is particularly suited to the precise expression of ideas. The language has uses in many disciplines including computer science, mathematics, linguistics and artificial intelligence. We will describe how to write sentences in the language…
IIT Kharagpur
Humanities and Social Sciences course by Prof. Bornini Lahiri Prof. Dripta Piplai (Mondal).
IIT Kharagpur
Humanities and Social Sciences course by Prof. Bornini Lahiri, Prof. Dripta Piplai (Mondal).
MIT OpenCourseWare
6.345 introduces students to the rapidly developing field of automatic speech recognition. Its content is divided into three parts. Part I deals with background material in the acoustic theory of speech production, acoustic-phonetics, and signal representation. Part II describes algorithmic aspects…
MIT OpenCourseWare
This course begins with an introduction to the theory of computability, then proceeds to a detailed study of its most illustrious result: Kurt Gödel’s theorem that, for any system of true arithmetical statements we might propose as an axiomatic basis for proving truths of arithmetic, there will be…
