DAV Unit 1 Notes AKTU (BCDS501)

AKTU · BTECH · Semester 5 · Introduction to Data Analytics and Visualization · Unit 1 · Notes

AKTU Introduction to Data Analytics and Visualization (BCDS501) Unit 1 notes for B.Tech Semester 5 – Introduction to Data Analytics. Topics: Data Basics…

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Unit 1: Introduction to Data Analytics – AKTU syllabus topics

  • Data Basics: Sources And Nature, Structured Semi Unstructured, Characteristics Of Data
  • Analytics Foundations: Need Of Analytics, Analytic Scalability, Applications Of Analytics
  • Process And Tools: Analytic Process, Modern Analytic Tools, Analysis Versus Reporting
  • Analytics Lifecycle: Project Roles, Lifecycle Phases, Operationalization

Most asked AKTU PYQ questions from Unit 1

  1. Q3b. Describe all the phases of data analytics life cycle. (10 marks, 2022-23)
  2. Q3a. Explain Data Analytics lifecycle with a neat diagram and example. (7 marks, 2025-26)
  3. Q3b. Analyze the role of data analytics in modern organizations. (7 marks, 2025-26)
  4. Q3a. Explain the phase of Data analytics life cycle in detail. (7 marks, 2023-24)
  5. Q1c. List and briefly explain the phases of Data Analytics lifecycle. (2 marks, 2025-26)
  6. Q1a. Define Data Analytics and explain its importance in decision making. (2 marks, 2025-26)
  7. Q3b. Define the term 'analytic lifecycle.' How do the roles of stakeholders vary across its different phases? (7 marks, 2024-25)
  8. Q2a. Discuss Classification of Data. Explain all the categories in detail with examples. (7 marks, 2023-24)
  9. Q2a. Differentiate between structured, semi-structured and unstructured data. (7 marks, 2022-23)
  10. Q1b. Why there is need of data analytics? (2 marks, 2022-23)

AKTU paper codes: BCDS501, KDS501

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