Natural Language Processing

О курсе

Are you curious about how chatbots hold conversations or how ChatGPT generates human-like responses? This course in Natural Language Processing (NLP) is your gateway into the fascinating world where language meets AI. Designed for students and professionals alike, the course blends essential theory with hands-on experience to equip you with the skills needed to build intelligent language systems. We start by unravelling what makes language so complex—and why teaching machines to understand it is such a challenging task. You’ll explore the inner workings of Natural Language Understanding (NLU) and Generation (NLG), investigate real-world NLP applications, and dive into current trends like large language models (LLMs) and transformer-based systems. From there, you’ll roll up your sleeves and learn core NLP techniques like tokenization, stemming, lemmatization, and sentence segmentation. You’ll master vector-based approaches like Bag of Words and TF-IDF, then progress to powerful word embeddings like Word2Vec, Skip-gram, and GloVe. As you advance, you'll build language models, train simple neural networks, and explore cutting-edge tools in POS tagging, syntactic parsing, and semantic analysis. You’ll even touch the future with knowledge graphs and Word Sense Disambiguation. By the end, you’ll be ready to innovate in the fast-evolving NLP landscape. Graduates of this NLP course can pursue roles such as NLP Engineer, Machine Learning Engineer, or Data Scientist with a focus on language technologies. Opportunities also exist in AI-driven fields like chatbots, voice assistants, sentiment analysis, and information retrieval. Advanced learners may explore careers in research, LLM fine-tuning, or knowledge graph development. Are you ready to unlock the power of cutting-edge NLP skills? Join us on this exciting journey into the world of language, AI, and intelligent data processing!

Навыки, которые вы освоите

Учитесь у экспертов

BITS Pilani Instructors Group

Преподаватель курса