Artificial Intelligence and Machine Learning
Definition and History of AI41Types of AI41Applications of AI46Supervised Learning41Unsupervised Learning47Reinforcement Learning44Neural Networks46Convolutional Neural Networks (CNNs)47Recurrent Neural Networks (RNNs)48Ethical Considerations in AI45Social Impact of AI43Regulation and Governance of AI48
Computer Science and Software Engineering
Arrays46Linked Lists43Stacks42Queues46Trees45Graphs40Sorting Algorithms48Searching Algorithms46Classes and Objects46Inheritance40Polymorphism46Encapsulation43Design Patterns42Software Development Life Cycle42Agile Development46Software Testing47Software Maintenance44Software Project Management41Database Concepts42SQL41Database Normalization41Database Management Systems41HTML and CSS46JavaScript26Web Frameworks48Web Security44
Advanced Materials and Manufacturing
Introduction to Advanced Materials43Metallic Materials41Ceramic Materials46Polymeric Materials42Composite Materials46Nanomaterials41Biomaterials43Introduction to Advanced Manufacturing Processes48Additive Manufacturing27Subtractive Manufacturing25Forming Processes48Joining Processes44Surface Engineering44Metrology and Inspection41Design Principles for Advanced Materials43Analysis of Advanced Manufacturing Processes43Simulation and Modeling48Optimization Techniques44Quality Control and Assurance41
Electrical and Electronic Engineering
Ohm s Law42Kirchhoff s Laws21AC Circuit Analysis46Number Systems44Logic Gates43Combinational Circuits45Microprocessor Architecture43Assembly Language Programming44Microcontroller Applications41Power Generation48Power Transmission and Distribution32Power System Protection43Feedback Control44PID Controllers45State-Space Analysis46
Nanotechnology and Advanced Materials
Definition and History of Nanotechnology33Nanoscale Properties and Phenomena43Measurement and Characterization Techniques45Bottom-Up Approaches30Top-Down Approaches47Self-Assembly and Directed Assembly41Electronics and Computing42Biomedicine and Healthcare42Environmental and Energy44Quantum Nanotechnology47Molecular Nanotechnology16Nanobiotechnology49
Biomedical Engineering
Types of Biomaterials40Properties of Biomaterials45Applications of Biomaterials44Musculoskeletal System42Biomechanical Analysis43Biomechanics in Rehabilitation46X-ray Imaging47Magnetic Resonance Imaging (MRI)40Computed Tomography (CT)46Electrocardiography (ECG)47Electromyography (EMG)43Biomedical Signal Processing Techniques46Sensors and Transducers44Medical Imaging Systems47Biomedical Measurement Systems41
Civil and Structural Engineering
Introduction to Structural Analysis46Analysis of Statically Determinate Structures46Analysis of Statically Indeterminate Structures16Analysis of Continuous Structures25Analysis of Nonlinear Structures48Introduction to Structural Design42Design of Concrete Structures46Design of Steel Structures42Design of Timber Structures42Design of Masonry Structures40Introduction to Geotechnical Engineering46Soil Mechanics47Foundation Engineering40Slope Stability43Environmental Geotechnics45Introduction to Water Resources Engineering41Hydrology42Hydraulics40Water Treatment and Distribution44Wastewater Treatment and Disposal46Introduction to Transportation Engineering41Highway Engineering43Railway Engineering46Airport Engineering40Public Transportation42
Energy and Environmental Engineering
Conventional Energy Sources43Renewable Energy Sources49Energy Conversion Technologies41Energy Efficiency in Buildings46Energy Efficiency in Transportation44Energy Conservation Strategies42Air Pollution from Energy Production34Water Pollution from Energy Production45Land Use and Energy Production40Energy Policy Frameworks42Energy Regulation and Markets44International Energy Cooperation47
Mechatronics and Robotics
Definition and Overview of Mechatronics44History and Evolution of Robotics41Types and Classifications of Robots48Types and Principles of Sensors48Actuators for Mechatronic Systems47Interfacing Sensors and Actuators42Feedback Control Principles46Microcontrollers and Embedded Systems44Motion Control and Robotics41Industrial Automation and Manufacturing41Service Robotics and Healthcare46Autonomous Vehicles and Transportation47
Telecommunications and Networking
Definition and Scope of Telecommunications and Networking46Evolution of Telecommunications and Networking45Types of Telecommunications and Networking Systems41OSI and TCP IP Models42Routing and Switching46Network Security2Data Representation and Transmission46Transmission Media45Error Detection and Correction46Network Management Systems35Network Troubleshooting47Performance Monitoring and Analysis42Cloud Computing and Virtualization49Software-Defined Networking (SDN)44Internet of Things (IoT)41
Transportation Engineering
Definition and Scope of Transportation Engineering45Transportation Systems and Networks42Transportation Planning and Policy43Traffic Flow Theory42Traffic Signalization45Intersection Design44Roadway Design and Construction46Bridge Engineering37Public Transportation Systems37Road Safety Engineering41Vehicle Safety49Transportation Security44Intelligent Transportation Systems43Sustainable Transportation48Transportation and Smart Cities43
Chemical and Process Engineering
Introduction to Chemical Engineering41Material and Energy Balances47Thermodynamics41Fluid Mechanics41Heat Transfer47Mass Transfer46Chemical Reaction Engineering40Process Control48Process Design43Plant Design47Process Economics40Process Simulation46Process Safety42Bioprocess Engineering46Environmental Engineering42Materials Engineering43Nanotechnology47
Industrial and Systems Engineering
Definition and Scope of Industrial and Systems Engineering43History and Evolution of Industrial and Systems Engineering47Systems Thinking and Modeling45Methods Engineering and Work Measurement40Human Factors and Ergonomics42Job Evaluation and Wage Determination42Production Planning and Control41Facility Planning and Design45Supply Chain Management43Quality Control and Assurance38Six Sigma Methodology48Lean Manufacturing and Continuous Improvement47Economic Analysis and Evaluation43Decision Making and Optimization46Risk Analysis and Management40Manufacturing and Production Systems43Healthcare Systems29Service and Logistics Systems49
Petroleum and Natural Gas Engineering
Introduction to Petroleum Geology43Petroleum Reservoir Rocks46Petroleum Reservoir Fluids42Petroleum Exploration Methods21Drilling Engineering40Production Engineering40Well Control41Reservoir Engineering45Introduction to Petroleum Refining48Distillation and Separation Processes48Conversion Processes43Petroleum Product Quality and Testing44Petroleum Economics43Petroleum Management44Petroleum Law and Regulations45Petroleum Sustainability46
Water Resources Engineering
Hydrologic Cycle42Precipitation41Evaporation40Transpiration43Infiltration40Runoff42Groundwater46Hydrologic Budget42Fluid Properties42Fluid Statics41Fluid Dynamics38Pipe Flow40Open Channel Flow33Pumps47Turbines42Water Supply40Wastewater Treatment45Flood Control41Dams41Reservoirs44Water Quality41Water Conservation44
Nuclear Engineering
Introduction to Nuclear Reactors43Nuclear Fission and Chain Reactions46Neutron Transport and Diffusion40Reactor Kinetics and Control44Fuel Management and Burnup43Reactor Core Design43Reactor Pressure Vessel and Internals46Nuclear Safety Systems40Radiation Shielding and Dosimetry44Nuclear Waste Management49Nuclear Fuel Cycle44Nuclear Power Plants48Nuclear Medicine and Radioisotopes44Nuclear Non-Proliferation and Security45Emerging Nuclear Technologies42