Semantic Analysis Courses and Certifications

Center for Language & Speech Processing(CLSP), JHU

Latent Semantic Analysis and Concept Inventories - Discovering and Classification

Explore Latent Semantic Analysis techniques for discovering and classifying concepts in educational assessment inventories through computational linguistics methods.

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

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
• 16 hours
• On-Demand
• Free Online Course

AI Engineer

Surfacing Semantic Orthogonality Across Model Safety Benchmarks - A Multi-Dimensional Analysis

Explore semantic clustering analysis of AI safety benchmarks, revealing distinct harm categories and coverage gaps across five open-source datasets using UMAP and k-means clustering techniques.

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

Venelin Valkov

Automated Prompt Engineering with DSPy - Prompt Optimization for Financial News Semantic Analysis

Master DSPy for automated prompt optimization, transforming mediocre baselines into high-performing financial sentiment analysis pipelines using powerful prompt models.

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

Natural Language Processing (NLP) with BERT

1561 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

基于语义生成概率的无监督常识问答方法

基于语义生成概率的无监督常识问答方法

• XuetangX
• On-Demand
• Free Online Course

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

C/C++ Compiler design from scratch

40 ratings at Udemy

Discover how to build a complete C++ compiler from scratch, covering lexical analysis, parsing, semantic analysis, and code generation through hands-on implementation.

• Udemy
• 4 hours 53 minutes
• On-Demand
• Paid 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
• Paid Course

Google Cloud Tech

BigQuery Vector Search and Embedding Generation for Semantic Analysis

Unlock semantic search with BigQuery: transform unstructured data into embeddings, enabling powerful analysis and connections beyond traditional keyword searches.

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

PASS Data Community Summit

Developing and Managing a Business Intelligence Semantic Model in SQL Server Analysis Services

Learn to create, manage, and troubleshoot BI Semantic Models using SQL Server "Denali" features, with PowerPivot as a starting point for enhanced business intelligence capabilities.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

SCDetector - Software Functional Clone Detection Based on Semantic Tokens Analysis

Explore SCDetector: an innovative approach to software functional clone detection using semantic tokens analysis, enhancing accuracy and efficiency in identifying similar code functionality.

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

Open Data Science

Foundation Models for Time Series Analysis and Semantic Search

Explore cutting-edge foundation models for time-series analysis, including specialized neural architectures, predictive capabilities, semantic search with Milvus, and building RAG and agentic systems for temporal data.

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