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Computational Linguistics Courses

Computational linguistics courses can help you learn natural language processing, syntax analysis, and semantic understanding. You can build skills in text mining, language modeling, and machine translation techniques. Many courses introduce tools like Python libraries such as NLTK and spaCy, as well as frameworks for AI-driven applications, helping you apply these skills to analyze and generate human language effectively.


Popular Computational Linguistics Courses and Certifications


  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Natural Language Processing

    Skills you'll gain: Natural Language Processing, Supervised Learning, Transfer Learning, Recurrent Neural Networks (RNNs), Markov Model, Embeddings, Text Mining, Dimensionality Reduction, Machine Learning Methods, Statistical Machine Learning, Artificial Neural Networks, Classification Algorithms, Data Preprocessing, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Feature Engineering, Applied Machine Learning, Algorithms, Keras (Neural Network Library)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    6.2K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Introduction to Large Language Models

    Skills you'll gain: Large Language Modeling, Google Gemini, Prompt Engineering, LLM Application, Generative AI

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.3K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Natural Language Processing with Probabilistic Models

    Skills you'll gain: Natural Language Processing, Markov Model, Embeddings, Text Mining, Data Preprocessing, Artificial Neural Networks, Machine Learning Methods, Algorithms, Statistical Modeling, Probability & Statistics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.8K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Data Structures and Algorithms

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Program Development, Bioinformatics, Data Storage, Development Testing, Theoretical Computer Science, Computational Thinking, Network Analysis, Test Case, Programming Principles, Computer Programming, Python Programming, C and C++, Java, Rust (Programming Language), Javascript, Software Testing, Debugging

    4.6
    Rating, 4.6 out of 5 stars
    ·
    17K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    G

    Google

    Crash Course on Python

    Skills you'll gain: Program Development, Programming Principles, Python Programming, Computer Programming, Computational Thinking, Problem Management, Data Structures, Integrated Development Environments, Debugging, Development Environment

    4.8
    Rating, 4.8 out of 5 stars
    ·
    40K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Washington

    Dynamic Public Speaking

    Skills you'll gain: Public Speaking, Persuasive Communication, Presentations, Verbal Communication Skills, Communication, Storytelling, Infographics, Peer Review, Motivational Skills, Constructive Feedback, Driving engagement, Performing Arts, Concision, Diagram Design, Action Oriented, Trustworthiness, Communication Strategies, Writing, Non-Verbal Communication, Composure

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.8K reviews

    Beginner · Specialization · 3 - 6 Months

What brings you to Coursera today?

  • Status: New
    New
    B

    Birla Institute of Technology & Science, Pilani

    Formal Languages and Applications

    Skills you'll gain: Theoretical Computer Science, Computer Programming, Pseudocode, Algorithms, Computer Science, Formal Learning, Software Engineering, Program Development, Data Science, Analysis, Debugging, Technical Analysis

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Clinical Natural Language Processing

    Skills you'll gain: Natural Language Processing, Text Mining, Clinical Informatics, Clinical Documentation, Clinical Data Management, R Programming, Google Cloud Platform, Health Informatics, Unstructured Data, Data Processing

    3.7
    Rating, 3.7 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Shanghai Jiao Tong University

    Learn Mandarin Chinese

    Skills you'll gain: Oral Comprehension, Language Learning, Cultural Sensitivity, Cultural Diversity, Culture, Vocabulary, Language Competency, Grammar

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.7K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Computational Social Science

    Skills you'll gain: Social Network Analysis, Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Social Sciences, Data Ethics, Databases, Artificial Intelligence, Research, Simulations, Data Processing, Big Data, Systems Thinking, Social Studies, Trend Analysis, Data Science, AI Enablement, Research Methodologies, Agentic systems

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.2K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    M

    Meta

    Meta Database Engineer

    Skills you'll gain: MySQL, Database Management, Database Administration, Data Warehousing, Linux Commands, Data Integrity, Unit Testing, Algorithms, Software Versioning, Command-Line Interface, Software Visualization, Linux, Pseudocode, Query Languages, Collaborative Software, Django (Web Framework), Database Architecture and Administration, Programming Principles, Computational Thinking, Test Driven Development (TDD)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7.6K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Java Programming and Software Engineering Fundamentals

    Skills you'll gain: File I/O, Java Programming, Software Design, Debugging, Software Engineering, Javascript, Computer Programming, Event-Driven Programming, Encryption, Algorithms, Image Analysis, AI Personalization, Program Development, Data Processing, Statistical Analysis, Data Import/Export, Predictive Modeling, Integrated Development Environments, Data Analysis, Cascading Style Sheets (CSS)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    22K reviews

    Beginner · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular computational linguistics courses

  • Natural Language Processing: DeepLearning.AI
  • Introduction to Large Language Models: Google Cloud
  • Natural Language Processing with Probabilistic Models: DeepLearning.AI
  • Data Structures and Algorithms: University of California San Diego
  • Crash Course on Python: Google
  • Dynamic Public Speaking: University of Washington
  • Formal Languages and Applications: Birla Institute of Technology & Science, Pilani
  • Clinical Natural Language Processing: University of Colorado System
  • Learn Mandarin Chinese: Shanghai Jiao Tong University
  • Computational Social Science: University of California, Davis

Skills you can learn in Mobile And Web Development

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Mobile App (9)
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Mobile Application Development (8)
Web Development (8)
Android Software Development (7)
CSS (6)
Programming Language (6)
Web Application (6)
Android Studio (5)
Angularjs (5)
Computer Program (5)

Frequently Asked Questions about Computational Linguistics

Computational linguistics is an interdisciplinary field that combines linguistics and computer science to enable computers to understand, interpret, and generate human language. This area of study is crucial as it underpins many technologies we use today, such as speech recognition, machine translation, and natural language processing (NLP). As our reliance on technology grows, the importance of computational linguistics continues to expand, driving advancements in AI and enhancing human-computer interaction.‎

A variety of job opportunities exist in computational linguistics, reflecting its diverse applications. Potential roles include computational linguist, NLP engineer, data scientist, and software developer specializing in language technologies. Additionally, positions in academia and research institutions are available for those interested in advancing the field. These roles often require a blend of linguistic knowledge and technical skills, making them suitable for individuals with backgrounds in both areas.‎

To pursue a career in computational linguistics, you should develop a strong foundation in several key skills. Proficiency in programming languages such as Python or Java is essential, as is a solid understanding of algorithms and data structures. Familiarity with linguistic concepts and theories will also be beneficial. Additionally, knowledge of machine learning and statistical methods can enhance your capabilities in this field, enabling you to work effectively with language data.‎

There are numerous online courses available that can help you learn computational linguistics. Some recommended options include specializations like the Introduction to Computational Statistics for Data Scientists Specialization and the Computational Social Science Specialization. These courses provide a structured approach to understanding the principles and applications of computational linguistics.‎

Yes. You can start learning computational linguistics on Coursera for free in two ways:

  1. Preview the first module of many computational linguistics courses at no cost. This includes video lessons, readings, graded assignments, and Coursera Coach (where available).
  2. Start a 7-day free trial for Specializations or Coursera Plus. This gives you full access to all course content across eligible programs within the timeframe of your trial.

If you want to keep learning, earn a certificate in computational linguistics, or unlock full course access after the preview or trial, you can upgrade or apply for financial aid.‎

To learn computational linguistics effectively, start by identifying your current skill level and knowledge gaps. Enroll in introductory courses to build foundational knowledge, then progress to more advanced topics. Engage with practical projects to apply what you've learned and reinforce your understanding. Joining online communities or forums can also provide support and networking opportunities as you navigate your learning journey.‎

Computational linguistics courses typically cover a range of topics, including natural language processing, machine learning techniques, linguistic theory, and algorithm design. You may also explore applications in areas such as sentiment analysis, text classification, and speech recognition. These subjects provide a comprehensive understanding of how language and technology intersect, equipping you with the skills needed to tackle real-world challenges.‎

For training and upskilling employees in computational linguistics, consider courses that focus on practical applications and industry-relevant skills. Programs like the Introduction to Computational Statistics for Data Scientists Specialization can be particularly beneficial, as they combine statistical methods with computational techniques. Tailoring training to the specific needs of your workforce can enhance their capabilities and drive innovation within your organization.‎

This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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