1. 01 / FOUNDATION

   Mechanical, aerospace, robotics & automation fundamentals

   Mechanical • Aerospace • Robotics • Automation • GATE Preparation   •   Mechanical • Aerospace • Robotics • Automation • GATE Preparation   •  

   Industry / Research Need & ImpactReliable engineering starts with understanding the physics and function of a system. These foundations help you identify forces, energy transfers, fluid behaviour, sensing and control before choosing an analysis or design method.

   BuildMechanical: forces, motion, energy and fluids. Aerospace: flight, lift, drag and propulsion. Robotics: sensors, actuators, controllers and robot subsystems. Automation: feedback, control logic and repeatable processes. Engineering mathematics supports all four fields.

   OutcomeExplain how a simple engineering system works, identify its inputs and outputs, draw a system diagram and solve foundational calculations with clear assumptions.

   What PRISM offers & whyBuild your fundamentals with PRISM’s available lectures and handbook. Click an offering below to explore it.▷ GATE 2027 Thermodynamics · Watch lectures ↓▤ Properties of Fluids · View handbook ↗▷ GATE 2027 Thermodynamics · Watch lectures ↓▤ Properties of Fluids · View handbook ↗

   What’s upcomingFurther GATE Thermodynamics lectures, revision resources and sectional practice covering first-law applications, control volumes, the second law and entropy.GATE 2027 · Shared preparationGeneral Aptitude; Engineering Mathematics (with paper-specific coverage).Mechanical Engineering (ME) · Other planned subjectsEngineering Mechanics; Mechanics of Materials; Theory of Machines; Vibrations & introductory Control Systems; Machine Design; Fluid Mechanics; Heat Transfer; Power Engineering; I.C. Engines & Combustion; Refrigeration & Air Conditioning; Turbomachinery; Engineering Materials; Casting, Forming & Joining; Machining & Machine Tools; Additive Manufacturing; Metrology & Inspection; CAD/CAM, CNC & Automation; Production Planning & Control; Operations Research.Aerospace Engineering (AE) · Other planned subjectsFlight Mechanics & Space Dynamics; Aerodynamics (including fluid mechanics and compressible flow); Structures (including mechanics of materials, flight-vehicle structures and structural dynamics); Propulsion (including aero-thermodynamics, engine performance, combustion, turbomachinery and rocket fundamentals).View official GATE 2027 syllabi ↗Planned resources · Release dates to be announced

   Start Stage 1 ↓
2. 02 / APPLICATION

   Engineering analysis

   Numerical Methods • Python • Engineering Calculations • Data Analysis   •   Numerical Methods • Python • Engineering Calculations • Data Analysis   •  

   Industry / Research Need & ImpactIndustry & research need quantitative problem formulation, numerical methods, coding and uncertainty assessment. These skills turn an open-ended engineering question into reproducible analysis and defensible design decisions.

   BuildSystem boundaries, conservation laws, dimensional analysis, Python and numerical methods.

   OutcomeCreate a calculation notebook, check units and quantify performance for a simple engineering system.

   What PRISM offers & whyThermodynamics lessons, engineering explainers and the free CFD industry guide connect equations with practical engineering questions. PRISM offers these to help you frame problems, check assumptions and interpret results.GATE Thermodynamics · Video lessons ↗Engineering explainers · Watch ↗Introduction to CFD · Free guide ↗GATE Thermodynamics · Video lessons ↗Engineering explainers · Watch ↗Introduction to CFD · Free guide ↗

   What’s upcoming01VIDEO COURSEEngineering MathematicsVectors, matrices, calculus and differential equations.Build the mathematical model.COMING SOON02PRACTICAL LESSONSPython for Engineering AnalysisCalculation scripts, data plots, units and assumption checks.Turn equations into reusable code.COMING SOON03WORKED EXAMPLESNumerical MethodsRoot finding, integration and differential-equation solvers.Check accuracy and convergence.COMING SOON04GUIDED PRACTICEEngineering Calculation ProjectsGeneric thermal and fluid-system problems using conservation laws.Create a reproducible notebook.COMING SOON05SUPPORTING MATERIALSPractice ResourcesExample notebooks, problem sets and report guidance.Document results and limitations.COMING SOONPlanned resources · Release dates to be announced

   Explore Stage 2 ↓
3. 03 / SIMULATION

   CFD & multiphysics or advanced robotics

   CFD • Multiphysics • Embedded • Industrial • Humanoid • Swarm Robotics   •   CFD • Multiphysics • Embedded • Industrial • Humanoid • Swarm Robotics   •  

   Industry / Research Need & ImpactIndustry & research need meshing, boundary-condition selection, turbulence modelling, verification and validation. These skills help assess simulation credibility before results inform design or research conclusions.

   BuildChoose CFD and multiphysics, or advanced robotics covering embedded systems, industrial robots, humanoids and swarm robotics.

   OutcomeDevelop a verified simulation, or a robotics project integrating sensing, actuation, control and testing.

   What PRISM offers & whyThe free Introduction to CFD guide and Turbulence Handbook support the transition into simulation. PRISM offers these to explain modelling choices and the checks needed for credible CFD results.Introduction to CFD · Free guide ↗Turbulence Handbook · View book ↗CFD explainers · Watch ↗Introduction to CFD · Free guide ↗Turbulence Handbook · View book ↗CFD explainers · Watch ↗

   What’s upcomingCFD and multiphysics foundations, plus advanced robotics resources covering embedded, industrial, humanoid and swarm systems. Planned releases will include project guidance and verification or testing workflows.Planned resources · Release dates to be announced

   Explore Stage 3 ↓
4. 04 / INTELLIGENCE

   AI & digital engineering

   Artificial Intelligence • Automation • Surrogate Models • Digital Engineering   •   Artificial Intelligence • Automation • Surrogate Models • Digital Engineering   •  

   Industry / Research Need & ImpactIndustry & research need engineering data preparation, model evaluation, physics-aware AI and workflow automation. These skills support faster analysis, repeatable workflows and evidence-based assessment of predictive models.

   BuildData preparation, surrogate models, introductory PINNs, automation and digital twin concepts.

   OutcomeDemonstrate a small prediction or automation project and report its accuracy and limitations.

   What PRISM offers & whyThe introductory AI video and AI in CFD books connect AI concepts with engineering workflows. PRISM offers these to help you understand suitable applications, evaluation and limitations.What Is AI? · Video lesson ↗AI in CFD Part 1 · View book ↗AI in CFD Part 2 · View book ↗AI in CFD Part 3 · View book ↗What Is AI? · Video lesson ↗AI in CFD Part 1 · View book ↗AI in CFD Part 2 · View book ↗AI in CFD Part 3 · View book ↗

   What’s upcomingFurther AI lessons, automation scripts, solver-to-AI workflows and introductory digital twin and automation content.Planned resources · Release dates to be announced

   Explore Stage 4 ↓
5. 05 / SPECIALISATION

   Specialization — Aerospace / Robotics / Automation

   Aerospace Specialization • Robotics Specialization • Automation Specialization   •   Aerospace Specialization • Robotics Specialization • Automation Specialization   •  

   Industry / Research Need & ImpactAerospace industry & research need compressible-flow analysis, aerodynamic performance assessment and aero-thermal modelling. These skills support evaluation of lift, drag, pressure losses and thermal loads in aerospace systems.

   BuildChoose a specialization in aerospace, robotics or automation, supported by domain models, tools and practical projects.

   OutcomeDemonstrate a validated aerospace case study, robotics task or industrial automation workflow.

   What PRISM offers & whyAerodynamics and shock-wave explainers connect core physics with generic aerospace applications. PRISM offers these to build understanding before specialist analysis; a complete aerospace course is not currently listed.Aerodynamic lift · Watch explainers ↗Shock waves · Watch video ↗Thermodynamics · Build foundations ↗Aerodynamic lift · Watch explainers ↗Shock waves · Watch video ↗Thermodynamics · Build foundations ↗

   What’s upcomingSpecialization resources and project guidance in aerospace, robotics and automation.Planned resources · Release dates to be announced

   Explore Stage 5 ↓
6. 06 / NEXT GENERATION

   Next Gen Engineer

   Digital Twins • PINNs • Neural Operators • Robotics • Physics-Aware AI   •   Digital Twins • PINNs • Neural Operators • Robotics • Physics-Aware AI   •  

   Industry / Research Need & ImpactIndustry and research need engineers who connect physical models, live data and AI. Digital twins, physics-informed neural networks (PINNs), neural operators and uncertainty-aware prediction support condition monitoring, faster simulation and informed operational decisions.

   BuildDigital twin architecture, sensor-data integration, PINNs, neural operators, surrogate modelling, model calibration, uncertainty assessment and human-supervised automation.

   OutcomePrototype a digital representation of a generic thermal or fluid system, connect simulated or measured data, and compare a physics-informed or surrogate model against a conventional baseline. Report accuracy, latency, uncertainty and operating limits.

   What PRISM offers & whyAI in CFD Part 3 covers PINNs and neural operators. PRISM offers this to connect simulation with emerging physics-aware AI methods. Digital twin, automation and further advanced resources are planned.PINNs & Neural Operators · AI in CFD Part 3 ↗Digital Twin explainer · Watch ↗AI Models & Deployment · Part 2 ↗PINNs & Neural Operators · AI in CFD Part 3 ↗Digital Twin explainer · Watch ↗AI Models & Deployment · Part 2 ↗

   What’s upcomingDigital twin learning resources, deeper PINN and neural-operator content, AI simulation models and projects that integrate physics, data and automation.Planned resources · Release dates to be announced

   Explore Stage 6 ↓
7. 07 / DELIVERY & LEADERSHIP

   Capstone Projects & Leadership

   Capstone Projects • Portfolio Development • Technical Leadership • Project Delivery   •   Capstone Projects • Portfolio Development • Technical Leadership • Project Delivery   •  

   Industry / Research Need & ImpactIndustry and research need engineers who can own a technical problem, coordinate contributors, manage risks and deliver reproducible results. Project planning, technical communication and evidence-based decisions turn individual skills into useful team outcomes.

   BuildCapstone scoping, engineering model development, automation pipelines, requirements, milestones, version control, validation plans, risk management, technical reviews and team leadership.

   OutcomeDeliver a generic engineering capstone combining a validated model and automated workflow. Present requirements, a working demonstration, test evidence, limitations, a project report and a documented review or team handover.

   What PRISM offers & whyCurrent CFD and AI books and engineering explainers provide technical starting points for an independently built capstone. PRISM connects these resources to project outcomes so learners can demonstrate application and communicate their engineering decisions.CFD & AI books · Project reference ↗Engineering explainers · Project inspiration ↗CFD industry guide · Free resource ↗CFD & AI books · Project reference ↗Engineering explainers · Project inspiration ↗CFD industry guide · Free resource ↗

   What’s upcomingGuided capstone briefs, automation examples, reusable engineering model templates, portfolio execution resources and project-planning and technical-leadership guidance.Planned resources · Release dates to be announced

   Explore Stage 7 ↓

A learning pathway, not a job or certification guarantee. Advanced topics form the progression; availability varies across current and upcoming resources.