Back to Courses

NLP with Transformers

Intermediate 4.9 (1.2k reviews)

Build state-of-the-art language models and chatbots using Hugging Face and Transformer architectures.

NLP with Transformers
Best Seller

Course Roadmap

Step 1

NLP Foundations

Regex, Text Cleaning, Stemming, and Lemmatization

Step 2

Vector Space Models

TF-IDF, Word2Vec, GloVe, and Semantic Similarity

Step 3

The Transformer Revolution

The "Attention Is All You Need" Paper Explained

Step 4

Hugging Face Ecosystem

Datasets, Tokenizers, and the Transformers Library

Step 5

BERT & Fine-Tuning

Classification, NER, and Question Answering

Step 6

Generative LLMs (GPT)

Text Generation, Prompting, and Decoding Strategies

Step 7

Production NLP

Quantization, Distillation, and ONNX Runtime

Step 8

Final Project

Build a Semantic Search Engine for Legal Documents