Course Overview

This 10-hour course covers Natural Language Processing and Neural Networks with a focus on business analysis applications, combining theoretical foundations with practical implementations.

Details

Institution: SAA School of Management, Torino (via Corep)
Program: “Business Analysis & Natural Language Processing”
Duration: 10 hours
Date: November 2023
Level: Professional/Graduate

Course Topics

  • Fundamentals of Natural Language Processing
  • Neural network architectures for NLP
  • Text processing and feature extraction
  • Sentiment analysis and classification
  • Named Entity Recognition
  • Applications in business analysis
  • Practical implementations and case studies

Learning Objectives

Students will learn to:

  • Understand core NLP concepts and techniques
  • Apply neural networks to text data
  • Implement NLP solutions for business problems
  • Analyze and interpret text-based business data
  • Evaluate NLP model performance
  • Choose appropriate techniques for different business scenarios