Table of Contents
Program overview
This course is intended to offer an introductive perspective on the Machine Learning (ML) field, with a focus on the Natural Language Processing (NLP) aspects.
What you will learn
- Historical knowledge of the artificial intelligence research
- Fundamental algorithms of machine learning, with a focus on sequential data processing
- Basic ability to apply machine learning algorithms for solving simple problems
- Basic ability on scientific Python programming, with the NumPy and PyTorch frameworks
Prerequisites
Basic knowledge of linear algebra and calculus