Summary: Introduction to Natural Language Processing
Explore foundational NLP concepts including key tasks and objectives. Understand traditional methods and their challenges, then learn how deep learning simplifies feature engineering and advances NLP. Gain insight into the course roadmap covering word embeddings, LSTMs, and transformers.
We'll cover the following...
We'll cover the following...
Overview of NLP tasks and objectives
In this chapter, we broadly explored NLP to get an impression of the kind of tasks involved in building a good NLP-based system. First, we explained why we need NLP and then discussed various tasks of NLP to generally understand the objective of each task and how ...