
Question Paper Design with Bloom's Taxonomy
A 15-hour FDP for engineering and arts faculty on designing internal and external question papers calibrated to Bloom's cognitive levels and CO mapping.
📋 Course Learning Outcomes
On successful completion of this course, the learner will be able to:
- Classify a bank of existing exam questions by Bloom cognitive level and CO linkage for an assigned subject [Analyze]
- Design a question paper blueprint with target Bloom-level distribution, difficulty mix and CO coverage table [Create]
- Construct a complete internal assessment paper with marks, rubrics and CO-Bloom annotation per question [Create]
- Analyze sample question papers to detect ambiguity, cultural bias, language issues and over-clustering at Remember/Understand [Analyze]
- Evaluate a peer faculty member's question paper against blueprint, CO mapping and moderation criteria [Evaluate]
- Revise a flagged question paper based on moderator feedback and produce an audit-ready final version with mapping table [Create]
📚 Chapters
- Bloom's Revised Cognitive Levels: Remember to Create
- Mapping Questions to COs and Bloom Levels
- Difficulty Distribution: Easy, Medium and Hard
- Question Types Appropriate to Each Cognitive Level
- Marking Schemes and Analytic Rubrics
- Internal vs External Assessment Paper Design
- Question Paper Template with CO-Mapping Table
- Avoiding Common Pitfalls: Ambiguity, Language and Bias
- Sample Papers Across Bloom Levels
- Validation by External Moderators and Question Paper Audit
TutorDA LMS

NBA SAR Preparation for Engineering Departments
A 25-hour FDP for engineering faculty on preparing Tier-I/II NBA Self Assessment Reports with attainment computation and continuous improvement evidence.
📋 Course Learning Outcomes
On successful completion of this course, the learner will be able to:
- Articulate department Vision, Mission, PEOs and POs with consistent linkage to institutional Vision and Mission [Create]
- Construct CO-PO attainment tables for an assigned subject using the prescribed NBA computation methodology [Apply]
- Compile faculty information, research output and student outcome sections with verifiable supporting documents [Create]
- Analyze a sample SAR for Tier-I/II compliance gaps in curriculum articulation and continuous improvement evidence [Analyze]
- Evaluate laboratory and infrastructure documentation against NBA criteria and propose remediation actions [Evaluate]
- Draft Action-Taken Reports demonstrating closed-loop continuous improvement using two cycles of attainment data [Create]
📚 Chapters
- NBA Accreditation Overview: Tier-I and Tier-II
- Self Assessment Report (SAR) Structure and Sections
- Vision, Mission, PEO and PO Articulation
- Curriculum Design and Articulation with POs
- CO-PO Attainment Computation Methodology
- Faculty Information, Research and Student Outcomes
- Laboratory, Infrastructure and Resource Documentation
- Continuous Improvement Evidence and Action-Taken Reports
- Pre-Visit Submission and Post-Visit Responses
- Common SAR Weaknesses and Reviewer Observations
TutorDA LMS

NAAC Documentation Essentials for Math Departments
A 20-hour FDP for arts and science faculty (with focus on math departments) on preparing department-level NAAC documentation, SSR and AQAR submissions.
📋 Course Learning Outcomes
On successful completion of this course, the learner will be able to:
- Map departmental data points to the seven NAAC criteria and identify gaps in current departmental records [Analyze]
- Compute quantitative NAAC metrics such as student-teacher ratio and research output indices with verifiable evidence trails [Apply]
- Compile criterion-wise qualitative evidence files with proper indexing, naming conventions and digital storage hierarchy [Create]
- Draft Best Practice and Institutional Distinctiveness write-ups for a math department within NAAC word limits [Create]
- Evaluate a sample SSR submission and predict reviewer questions and likely audit findings [Evaluate]
- Produce a departmental AQAR section and rehearse a peer-team-visit presentation [Create]
📚 Chapters
- NAAC Framework and Assessment & Accreditation Cycles
- SSR Structure and the Seven Criteria
- Department-Level Data Points (Criteria-Wise)
- Quantitative Metrics: Calculation and Verification
- Qualitative Evidence Preparation and Storage
- Best Practices and Institutional Distinctiveness Write-Ups
- AQAR Annual Reporting Workflow
- Peer Team Visit Preparation and Departmental Presentations
- Common Audit Findings and Remediation Strategies
- Mock SSR Drafting Workshop
TutorDA LMS

AI Tools for Math Faculty (ChatGPT, Wolfram, GeoGebra)
A 20-hour FDP for math faculty on integrating AI and computational tools into teaching, assessment and lesson planning, with ethical guidelines.
📋 Course Learning Outcomes
On successful completion of this course, the learner will be able to:
- Apply structured prompt engineering techniques to elicit accurate solutions and worked examples for university-level math problems [Apply]
- Generate a draft question paper with AI assistance and refine it through iterative prompt tuning and faculty review [Create]
- Verify symbolic and numerical results using Wolfram Alpha or Mathematica before publishing answer keys to students [Apply]
- Construct interactive GeoGebra applets for embedding into Moodle pages to teach calculus or coordinate geometry [Create]
- Evaluate AI-generated solutions for mathematical correctness, pedagogical suitability and signs of hallucination [Evaluate]
- Formulate a department-level ethical use policy covering AI in lesson preparation, assessment and plagiarism detection [Create]
📚 Chapters
- Prompt Engineering for Mathematical Problems
- ChatGPT for Question Paper Drafting and Solution Hints
- Wolfram Alpha for Symbolic Computation and Verification
- GeoGebra for Interactive Geometry and Calculus
- Mathematica and Maple for Advanced Symbolic Work
- AI-Assisted Assessment and Item Generation
- Plagiarism and AI-Generated Content Detection
- Ethical Use Guidelines and Institutional Policy
- Moodle Integration: Embedded Widgets, Links and Calculator Activities
- Sample Lesson Plans Using AI Tools
TutorDA LMS

LaTeX for Academic Writing and Question Paper Setting
A 20-hour FDP for engineering and arts faculty on producing professional academic documents, presentations and university question papers using LaTeX.
📋 Course Learning Outcomes
On successful completion of this course, the learner will be able to:
- Compose a structured LaTeX document with sectioning, cross-referencing and BibTeX-managed bibliography for a research paper draft [Apply]
- Typeset complex mathematical content using align, cases, matrix and tikz environments suitable for engineering coursework [Apply]
- Construct a university-style question paper using the exam class with marks, CO tags and Bloom-level annotations [Create]
- Design a Beamer presentation with institutional branding for a conference or classroom lecture [Create]
- Implement reproducible random question generation in LaTeX so multiple paper variants share an answer key [Create]
- Evaluate and adapt journal-supplied LaTeX templates to comply with submission guidelines for a target journal [Evaluate]
📚 Chapters
- LaTeX Installation and IDEs (Overleaf, TeXstudio, VS Code)
- Document Structure, Sectioning and Cross-Referencing
- Math Mode and Equation Environments
- Tables, Figures and Floats
- Bibliography Management with BibTeX and BibLaTeX
- Beamer for Academic Presentations
- Question Paper Class Files and University Templates
- The exam Class for University Question Papers
- Reproducible Random Question Generation in LaTeX
- Templates for Journal Submissions and Theses
TutorDA LMS

Designing Digital Assessments in Moodle
A 25-hour hands-on FDP for engineering and arts faculty on building rigorous, secure and analytics-driven digital assessments using Moodle.
📋 Course Learning Outcomes
On successful completion of this course, the learner will be able to:
- Build a tagged Moodle question bank with categories aligned to course units and Bloom levels for an assigned subject [Create]
- Author Calculated and Formula questions with randomized variables and tolerance settings for STEM topics [Create]
- Configure a secure Moodle quiz with Safe Exam Browser, time limits, question shuffling and password protection [Apply]
- Design analytic rubrics in Moodle for Essay-type questions and grade a sample submission batch [Apply]
- Analyze quiz statistics including item difficulty index and discrimination index to flag defective items [Analyze]
- Evaluate the validity of a deployed Moodle quiz and export gradebook reports formatted for internal assessment records [Evaluate]
📚 Chapters
- Moodle Question Types Overview
- Building Question Banks: Categories, Tags and Sharing
- MCQ Writing Best Practices Aligned to Bloom's Taxonomy
- Calculated and Formula Questions for STEM
- Essay Questions and Rubric-Based Grading
- Adaptive Quizzes and Lesson Activities
- Quiz Security: Safe Exam Browser, Time Limits and Shuffling
- Gradebook Setup, Categories and Weighting
- Question Analysis, Item Difficulty and Discrimination Index
- Reporting and Export for Internal Assessment Records
TutorDA LMS

Outcome-Based Education and CO-PO Mapping
A 20-hour FDP for engineering and arts faculty on designing courses around measurable outcomes and producing audit-ready CO-PO documentation.
📋 Course Learning Outcomes
On successful completion of this course, the learner will be able to:
- Rewrite an existing course's vague learning objectives into 5-6 measurable Course Outcomes using Bloom's revised taxonomy verbs [Apply]
- Construct a complete CO-PO-PSO mapping matrix with written justifications for each non-zero cell of an assigned subject [Create]
- Compute Level 1/2/3 direct and indirect CO attainment from a real internal assessment dataset using a standard rubric [Apply]
- Analyze a peer faculty member's CO-PO matrix and identify gaps, over-mapping and missing PSO linkages [Analyze]
- Evaluate sample articulation matrices against NAAC and NBA accreditation expectations for compliance [Evaluate]
- Draft a course-end attainment report with CQI action items suitable for departmental audit submission [Create]
📚 Chapters
- OBE Philosophy, Origin and Global Adoption
- Bloom's Revised Taxonomy and Cognitive Levels
- Writing Measurable Course Outcomes (COs)
- Program Outcomes (POs) and Program Specific Outcomes (PSOs)
- CO-PO Mapping Matrices and Justification
- Levels of Attainment (Levels 1, 2 and 3)
- Direct vs Indirect Attainment Methods
- Course Articulation Matrix Construction
- Continuous Quality Improvement (CQI) Loop
- Audit-Ready CO-PO Documentation and Templates
TutorDA LMS