B.E Artificial Intelligence and Machine Learning Research Methodology Syllabus - Mumbai University 2026
This is the Fourth Year AI-ML syllabus under REV-2019 'C' Scheme, in force from the academic year 2023-24. The University has not yet published an NEP 2020 syllabus for this year of the degree, and this is the scheme its examinations are set on.
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Syllabus for Research Methodology
Module 1: Introduction and Basic Research Concepts Research – Definition; Concept of Construct, Postulate, Proposition, Thesis, Hypothesis, Law, Principle.Research methods vs Methodology
- Need of Research in Business and Social Sciences Objectives of Research Issues and Problems in Research Characteristics of Research:Systematic, Valid, Verifiable, Empirical and Critical
Module 2: Types of Research Basic Research Applied Research Descriptive Research Analytical Research
- Empirical Research
- 2.6 Qualitative and Quantitative Approaches
Module 3
- Research Design and Sample Design Research Design – Meaning, Types and Significance Sample Design – Meaning and Significance Essentials of a good sampling Stages in Sample Design Sampling methods/techniques Sampling Errors
Module 4: Research Methodology
- 4.1 Meaning of Research Methodology
- 4.2 Stages in Scientific Research Process:
- A Identification and Selection of Research Problem
- B Formulation of Research Problem
- C Review of Literature
- D Formulation of Hypothesis
- E Formulation of research Design
- F Sample Design
- G Data Collection
- H Data Analysis i. Hypothesis testing and Interpretation of Data j. Preparation of Research Report
Module 5: Formulating Research Problem
- 5.1 Considerations: Relevance, Interest, Data Availability, Choice of data, Analysis of data, Generalization and Interpretation of analysis
Module 6: Outcome of Research Preparation of the report on conclusion reached Validity Testing & Ethical Issues
- Suggestions and Recommendation
REFERENCES
- 1 Dawson, Catherine, 2002, Practical Research Methods, New Delhi, UBS Publishers Distributors.
- 2 Kothari, C.R.,1985, Research Methodology-Methods and Techniques, New Delhi, Wiley Eastern Limited.
- 3 Kumar, Ranjit, 2005, Research Methodology-A Step-by-Step Guide for Beginners, (2nd ed), Singapore, Pearson Education
Reproduced from the University of Mumbai syllabus for B.E. (Artificial Intelligence and Machine Learning) under REV-2019 'C' Scheme, in force from the academic year 2023-24. Wording is as printed in that syllabus. Module numbering is as printed there too.
The complete syllabus
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