Natural Language Processing
7
Overview
AI and Big Data
About this Course
Foundations
1
Introduction
2
Programming in Python
Supervised Learning
3
Basic Concepts
4
Decision Trees
5
Neural Networks
6
Practice Session I
Natural Language Processing
7
Overview
8
Classical NLP Approaches
9
Practice Session II
Generative AI
10
Overview
11
Large Language Models
12
Practice Session III
References
Appendices
A
Unsupervised Learning
Natural Language Processing
7
Overview
7
Overview of Natural Language Processing (NLP)
6
Practice Session I
8
Classical NLP Approaches