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Tribhuvan University

BSc CSITBachelor of Science in Computer Science and Information TechnologyBCABachelor of Computer ApplicationBITBachelor of Information TechnologyBIMBachelor of Information ManagementBBABachelor of Business AdministrationBBSBachelor of Business StudiesBBMBachelor of Business ManagementBITMBachelor of Information Technology Management

Pokhara University

BE Computer (PU)Bachelor of Engineering in Computer EngineeringBBA (PU)Bachelor of Business Administration (Pokhara University)

National Examinations Board (+2)

Class 10Class 10 (SEE)+2 Science+2 Science (Class 11 and 12)+2 Management+2 Management (Class 11 and 12)+2 Humanities+2 Humanities (Class 11 and 12)
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CMP422 Data Science and Analytics

Data Science and Analytics chapter guide

Chapter guide for Data Science and Analytics. Chapter names and their order in your textbook or official syllabus may differ slightly.

PU BE Computer (PU) Semester 7. 10 units, 3 credit hours. Each bar shows the unit’s share of teaching time.

  1. Unit 1Introduction to Data Science · note
  2. Unit 2Data Collection and Cleaning · note
  3. Unit 3Exploratory Data Analysis · note
  4. Unit 4Data Visualization · note
  5. Unit 5Statistical Inference · note
  6. Unit 6Predictive Modelling · note
  7. Unit 7Classification and Clustering · note
  8. Unit 8Text Analytics
  9. Unit 9Big Data Tools · note
  10. Unit 10Data Science Projects