NLP with Transformers

Course Overview

This course delves into transformer architectures and their applications in NLP. You'll learn to implement and fine-tune transformer models for various NLP tasks gaining practical experience in building language-powered applications.

What you'll learn

Understand the fundamentals of transformer architectures.

Implement transformer models for NLP tasks.

Fine-tune pre-trained transformer models.

Apply transformers to tasks like text classification

named entity recognition

and machine translation.

Address challenges such as model efficiency and bias in NLP applications.

Course Content

Introduction to Transformers
Implementing Transformers with Hugging Face
Fine-Tuning Transformers for NLP Tasks
Advanced Applications of Transformers
Challenges and Future of Transformers in NLP