B.S. in Data Science & Analytics (DSE364)

Course Outcomes

CO	COGNITIVE ABILITIES	COURSE OUTCOMES
CO1	REMEMBERING	Recall fundamental concepts, linguistics basics, and NLP pipeline components.
CO2	UNDERSTANDING	Explain text preprocessing, feature extraction, and statistical & deep learning models for NLP.
CO3	APPLYING	Implement NLP tasks such as tokenization, POS tagging, sentiment analysis, and text classification.
CO4	ANALYSING	Compare traditional machine learning and deep learning approaches for NLP applications.
CO5	EVALUATING	Evaluate NLP models using precision, recall, F1-score, BLEU, and perplexity metrics.
CO6	CREATING	Design and develop end-to-end NLP solutions for real-world applications such as chatbots, translation, and information retrieval.