VIP Exclusive
Natural Language Processing VIP Certification Exam
Natural Language Processing — No single standardized industry-wide NLP certification exam exists; this is an original comprehensive practice set aligned with graduate-level NLP curricula (Stanford CS224N, DeepLearning.AI NLP Specialization), cloud ML practitioner exams (AWS MLS-C01, Google Professional ML Engineer), and ACL/EMNLP benchmark task competencies — covering the core skills assessed across industry and academic NLP roles.
31
Questions
90m
Time Limit
75.00%
To Pass
Question 1 of 31👑 VIP
A data scientist is building a sentiment analysis pipeline for customer reviews. During preprocessing, she notices the word 'running' appears as both a verb (e.g., 'she is running') and a noun (e.g., 'running is her hobby'). She wants to normalize words to their base dictionary form while preserving part-of-speech context. Which technique should she use?
Questions 2–31 and full explanations are VIP-exclusive.