Unlock the power of human language with our comprehensive Natural Language Processing course. Learn how to build intelligent systems that can understand, interpret, and generate human language with remarkable accuracy.
This intermediate-level course covers everything from basic text preprocessing to advanced topics like sentiment analysis, named entity recognition, and machine translation. You'll work with cutting-edge NLP libraries and frameworks, including spaCy, NLTK, and Hugging Face Transformers.
Master tokenization, stemming, lemmatization, and text normalization techniques.
Build models to detect emotions and opinions in text data from social media and reviews.
Learn to identify and extract important entities like names, locations, and organizations.
Develop systems to automatically categorize documents and messages.
Work with Word2Vec, GloVe, and transformer-based embeddings for semantic understanding.
Create chatbots and text generation systems using modern NLP techniques.