Semantic Analysis Courses and Certifications

Penny Pexman - Multimodal Grounding for Concrete and Abstract Concepts

Explore multimodal grounding for concrete and abstract concepts with Professor Penny Pexman, examining lexical-semantic processing, sensorimotor experience, and dimensions of meaning in language comprehension.

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

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

Compilers: Theory and Practice

This course teaches the theory and practice behind building compilers for higher level programming languages.

• Udacity
• On-Demand
• Free Online Course

Natural Language Processing (NLP) with BERT

1519 ratings at Udemy

Explore semantic analysis of movie reviews using BERT, covering data preprocessing, model building, and evaluation in Google Colab. Learn practical NLP skills with Python and Ktrain.

• Udemy
• 1 hour 1 minute
• On-Demand
• Free Online Course

Codio

Select Topics in Python: Natural Language Processing

Hands-on introduction to Natural Language Processing, covering text analysis, speech processing, and chatbot creation. Learn to implement NLP techniques using Python and NLTK.

• Coursera
• 6 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

Compiler Design

1 review

Comprehensive exploration of compiler design, covering lexical analysis, parsing techniques, syntax-directed translation, code generation, and optimization strategies for efficient language processing.

• YouTube
• 5 hours
• On-Demand
• Free Video

What Is Feminist Data Science? - Incorporating Feminist Thinking into Data-Driven Research

Explore feminist data science principles and their application in humanities research, including case studies on women's invisible labor, Black activism, and innovative data visualization techniques.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Integrating Close-Range 3D Computer Vision

Explore close-range 3D computer vision and synthetic aperture radar satellite remote sensing integration, covering image processing, point cloud analysis, and compressive sampling techniques.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Paul G. Allen School

Compiler Design and Implementation - Lecture 4

Explore static semantics, semantic checks, and type checking in programming languages. Dive into field references and attributes with practical examples.

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

The Rust Borrow Checker - A Deep Dive

Explore Rust's borrow checker: from basics to advanced concepts. Learn to leverage its guidance for writing safer, more powerful code, understanding its critical role in Rust's functionality and philosophy.

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

Data Independent

The 5 Levels of Text Splitting for Retrieval

Explore five text splitting techniques for efficient information retrieval, from basic character splits to advanced semantic and agentic methods, enhancing your data processing capabilities.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Code Sync

Erlang Language Platform: Revolutionizing the Erlang Development Experience

Revolutionize Erlang development with the open-source Erlang Language Platform (ELP). Discover a scalable, incremental IDE-first library for semantic analysis, enhancing coding, debugging, and maintenance.

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

Center for Language & Speech Processing(CLSP), JHU

Natural Language Processing

Explore fundamental concepts and applications of Natural Language Processing in this comprehensive lecture from JSALT 2023, covering key techniques and current trends.

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

Center for Language & Speech Processing(CLSP), JHU

Scaling of Information in Natural Language - 2004

Explore the relationship between semantic accuracy and representation complexity in language using information theory and hierarchical clustering techniques.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Introduction to Arabic Natural Language Processing - Part 1

Explore Arabic NLP fundamentals, covering linguistic challenges and computational approaches for processing the Arabic language.

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