NLP Ninja: Unlocking the Power of Language AI
Unlock the power of Natural Language Processing (NLP) with this practical course. Learn to process text data, implement language models for sentiment analysis and Named Entity Recognition, and build real-world applications like chatbots. Enjoy 80% hands-on learning, certification, and access to advanced NLP tools like Hugging Face and NLTK.
Tools and Technologies:
- NLTK
- SpaCy
- Hugging Face
- TensorFlow
Modules
Text Tech Foundations (4 hours)
- Introduction to NLP and text preprocessing.
- Tokenization, stemming, and lemmatization.
Language Magic: Core Techniques (8 hours)
- Sentiment analysis with machine learning.
- Named Entity Recognition (NER).
Talking Machines: Advanced NLP (12 hours)
- Building language models using transformers.
- Summarization and text classification.
NLP in Action (16 hours)
- Real-time sentiment analyzer.
- Custom chatbot using Hugging Face models.