System of Linear Equations
Matrix rank, row-echelon form, Gaussian elimination and applications of linear systems
Browse the first-year VIT Pune DESH curriculum by course and topic. Availability refers to Abhyaas VIT study materials, not to the university syllabus itself.
Source: Vishwakarma Institute of Technology, DESH, Pattern 2026–27, Issue 01 Rev 02 dated 03 July 2026 (63-page syllabus). Page references appear beside each course. Some courses use sections or topical blocks rather than officially numbered units, so these are labelled accordingly.
Module-specific subjects listed in the official first-year structure
The PDF groups this subject by topics, not numbered units. Abhyaas labels these six study blocks for navigation.
Matrix rank, row-echelon form, Gaussian elimination and applications of linear systems
Subspaces, linear combinations, span, dependence and independence, basis, dimension, row/column/null space
Norm, distance, orthogonality, projection, Gram–Schmidt and least-squares fitting
Matrix representations, kernel and range, rank–nullity, one-to-one/onto and geometric transformations
Algebraic/geometric multiplicity, Cayley–Hamilton theorem and matrix diagonalisation
Orthogonal diagonalisation, nature and canonical form, principal axes theorem and singular value decomposition
Internet, OSI/TCP-IP, wired and wireless networks, 1G–5G, IoT, cloud and cybersecurity
Voltage, current, AC/DC circuits, energy sources, power grids and semiconductors
Metals, ceramics, polymers and composites; casting, forming, machining, welding, quality, additive manufacturing, robotics and automation
Loads, structural systems, earthquake-resistant design, smart cities, building bylaws and measurement
AI/ML/DL, blockchain, nanotechnology, satellites and space technology
Design process, systems thinking, standards, case studies, sustainability and intellectual property
Value education, self-regulation and holistic physical/mental wellbeing
Human aspirations, needs, prosperity, self-exploration and harmony
Trust, respect, affection, care and social harmony
Human relationships, family values and responsibilities
Interconnectedness, four orders of nature and coexistence
Professional conduct, ethics and responsibility
The PDF organises this course into sections/topics. The numbered rows below are navigation aids, not official unit numbers.
Vedas, Vedangas, Sanskrit and ancient universities
Traditional art forms and contributions of Indian scholars
Historical mathematical concepts, science and knowledge traditions
Engineering, materials, metallurgy and the Indus civilisation
Historical civilisations, economy, management, architecture and temples
Nature, Panchabhutas, ecology, agriculture and Ayurveda
The course is listed in the official course structure, but a unit-wise breakdown is not provided in this uploaded syllabus. Study materials: upcoming.
The course is listed in the official course structure, but a unit-wise breakdown is not provided in this uploaded syllabus. Study materials: upcoming.
The course is listed in the official course structure, but a unit-wise breakdown is not provided in this uploaded syllabus. Study materials: upcoming.
The course is listed in the official course structure, but a unit-wise breakdown is not provided in this uploaded syllabus. Study materials: upcoming.
The PDF organises this course into sections/topics. The numbered rows below are navigation aids, not official unit numbers.
Citizen, senior-citizen and farmer schemes, eligibility, access and fraud prevention
Infosys Springboard and documented self-learning
Self-awareness, behaviour, motivation and stress coping
SMART goals, SWOT/SWOC analysis and career planning
Listening practice, resumes, cover letters and professional email writing
Priorities, schedules, calendars and time blocking
Interview types, preparation, STAR method and mock interviews
Community service, teamwork and documentation of a social activity
The course is listed in the official course structure, but a unit-wise breakdown is not provided in this uploaded syllabus. Study materials: upcoming.
Alternative module subjects listed in the first-year structure
The PDF groups this subject by topics, not numbered units. Abhyaas labels these six study blocks for navigation.
Convergence tests, alternating and power series, Taylor and Maclaurin expansions
First/higher derivatives, Euler’s theorem, total and implicit derivatives
Two-variable extrema, Lagrange multipliers and Jacobians
Gradient, directional derivative, divergence, curl and scalar potential
Double/triple integration, polar coordinates, changing integration order and areas
Higher-order linear differential equations and standard solution methods
The PDF groups this subject by topics, not numbered units. Abhyaas labels these six study blocks for navigation.
Control systems, robots, configurations, degrees of freedom
Renesas ARM Cortex-M4, architecture, peripherals, timers, PWM and interrupts
Proximity, tactile, light, Hall-effect, temperature and ultrasonic sensors
Serial I/O, I²C, SPI and CAN
Pneumatic, hydraulic, DC, BLDC, stepper and servo motors
Grippers, forward/inverse kinematics and transformation matrices
Sustainability, SDGs, global protocols and ESG
Water parameters, pH, turbidity, hardness and total/dissolved solids
DO, BOD, COD, oils, heavy metals and wastewater assessment
Air pollutants, weather factors and Air Quality Index
Decibels, SPL and noise mitigation
Municipal waste sources, composition and disposal
The PDF groups this subject by topics, not numbered units. Abhyaas labels these six study blocks for navigation.
Innovation, invention, definitions, principles and examples
Empathy, define, ideate, prototype and test
Five Ws, point of view, crazy eights, journey and persona maps
Brainstorming, SCAMPER, mind mapping, sketching and storyboarding
Story structures and communicating an innovative idea
Pitch planning and presentation of a finalised concept
The course is listed in the official course structure, but a unit-wise breakdown is not provided in this uploaded syllabus. Study materials: upcoming.
The course is listed in the official course structure, but a unit-wise breakdown is not provided in this uploaded syllabus. Study materials: upcoming.
The course is listed in the official course structure, but a unit-wise breakdown is not provided in this uploaded syllabus. Study materials: upcoming.
The course is listed in the official course structure, but a unit-wise breakdown is not provided in this uploaded syllabus. Study materials: upcoming.
Courses studied irrespective of module
The PDF organises this course into sections/topics. The numbered rows below are navigation aids, not official unit numbers.
PCL philosophy, team formation and project planning
Technology mapping, engineering tools and socially relevant domains
Brainstorming, literature review, problem statement and project synopsis
Feasible designs and problem-solving methods
Fabrication, testing, validation and refinement
Report writing, poster and final presentation
Recruitment roles, assessment formats, negative marking and attempt strategy
Number properties, HCF/LCM, divisibility, ratios, mixtures and proportions
Percentages, growth, profit/loss, speed, distance and work
Permutations, combinations, probability and expected value
Tables, charts, caselets, data sufficiency and estimation
Version control, digital hygiene, AI literacy and professional profile
Programming languages, Python basics, variables, identifiers, keywords, indentation and I/O
Arithmetic, relational, logical and bitwise operators, precedence, math functions and strings
if/elif/else, nested conditions, for/while, range, break, continue and pass
Lists, tuples, sets, dictionaries, mutability, conversion and comprehensions
Definitions, arguments, lambda, recursion, returns, defaults and keyword parameters
Files, NumPy arrays, broadcasting and Matplotlib visualisation
Courses studied irrespective of module
The PDF organises this course into sections/topics. The numbered rows below are navigation aids, not official unit numbers.
Project groups and project-centric learning concepts
Project domains, techniques and tools
Problem statements, project synopsis and planning
Engineering methods and feasible solution design
Implementation, testing and refinement
Reporting and communicating project outcomes
Review, arrangements, puzzles and systematic deduction
Syllogisms, statements, analogies, series and ranking
Patterns, figures, rotation, paper folding, cubes and dice
Cognitive tasks, situational judgement and work-style inventories
Email, professional tone, technical writing and documentation
Meetings, contracts, internships and public professional portfolio
Algorithms, flowcharts, pseudocode, program structure and debugging
C data types, operators, selection and looping
Swapping, Fibonacci, number conversions, factors and prime numbers
Functions, recursion, C structs and file handling
Array operations, searching and string handling
Divide-and-conquer, analogy and working-backwards strategies
The PDF organises this course into sections/topics. The numbered rows below are navigation aids, not official unit numbers.
Indian parliamentary democracy, Lok Sabha and Rajya Sabha
Constitutional rights, duties and national integration
Governance and Directive Principles of State Policy
History, constitutionalism and constitutional features
Preamble and constitutional articles
Directive Principles of State Policy and Fundamental Duties
Linear Algebra and PFE are available across six blocks. For BOE, only Unit 3 is available. Everything else is upcoming.