AI & Machine Learning
Natural Language Processing (NLP)
Learn how to build AI models that understand, interpret, and generate human language.
5 Days
₹19,999
Course Overview
Natural Language Processing (NLP) is the technology behind ChatGPT, Siri, and Google Search. This advanced course bridges the gap between traditional text analytics and state-of-the-art Deep Learning models.
You will progress from basic text processing to implementing advanced Transformer architectures using the HuggingFace library, building systems capable of sentiment analysis, translation, and text generation.
Course Curriculum
- 1Text Preprocessing (Tokenization, Stemming)
- 2Vectorization (TF-IDF, Word Embeddings)
- 3Sequence Models (RNNs, LSTMs)
- 4Attention Mechanisms and Transformers
- 5Using HuggingFace for Text Generation
Who Should Attend
Data Scientists, Machine Learning Engineers, AI Researchers
Key Information
Prerequisites:
Strong proficiency in Python and a solid understanding of basic Machine Learning concepts.
Exam Format:
Build an NLP classification or generation model (Take-home project).
Key Benefits
- Build chatbots & summarizers
- Master Transformers
- Cutting-edge NLP techniques