Introduction to Data Analytics and Visualization Unit 1 – Introduction to Data Analytics: important questions for AKTU
Unit 1 (Introduction to Data Analytics) questions that AKTU repeats most often. This unit carries about 27 marks per paper. Start with the repeated questions, then the most asked topics.
Most repeated Unit 1 questions
- Explain Data Analytics lifecycle with a neat diagram and example. (7 marks, 2026, Analytics Lifecycle) – also asked in 2023, 2024, 2025
- Analyze the role of data analytics in modern organizations. (7 marks, 2026, Analytics Foundations) – also asked in 2023, 2024, 2025
- Explain the phase of Data analytics life cycle in detail. (7 marks, 2024, Analytics Lifecycle) – also asked in 2023, 2025, 2026
Most important Unit 1 topic
- Analytics Foundations (Unit 1: Introduction to Data Analytics) – asked 9 times in 2023, 2024, 2025, 2026
Most asked Unit 1 topics
- Analytics Foundations – asked 9 times
- Analytics Lifecycle – asked 5 times
- Data Basics – asked 4 times
More Unit 1 previous year questions
- Define Data Analytics and explain its importance in decision making. (2 marks, 2026, Analytics Foundations)
- Differentiate between structured, semi-structured and unstructured data. (2 marks, 2026, Data Basics)
- List and briefly explain the phases of Data Analytics lifecycle. (2 marks, 2026, Analytics Lifecycle)
- Explain sources and characteristics of data with suitable examples. (7 marks, 2026, Data Basics)
- What are the challenges and solutions associated with scaling analytics in modern organizations? (2 marks, 2025, Analytics Foundations)
Unit 1 syllabus topics
- Data Basics
- Analytics Foundations
- Process And Tools
- Analytics Lifecycle