Curriculum
- 11 Sections
- 55 Lessons
- 26 Weeks
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- About The Course.course-payment { float: right; display: inline-block; position: relative; margin-bottom: 40px; display: none; } /*! CSS Used from: Embedded */ *, ::after, ::before { box-sizing: border-box; border-width: 0; border-style: solid; border-color: #e5e7eb; } ::after, ::before { --tw-content: ''; } h2 { font-size: inherit; font-weight: inherit; } a { color: inherit; text-decoration: inherit; } h2, p { margin: 0; } :disabled { cursor: default; } *, ::before, ::after { --tw-border-spacing-x: 0; --tw-border-spacing-y: 0; --tw-translate-x: 0; --tw-translate-y: 0; --tw-rotate: 0; --tw-skew-x: 0; --tw-skew-y: 0; --tw-scale-x: 1; --tw-scale-y: 1; --tw-scroll-snap-strictness: proximity; --tw-ring-offset-width: 0px; --tw-ring-offset-color: #fff; --tw-ring-color: rgb(59 130 246 / 0.5); --tw-ring-offset-shadow: 0 0 #0000; --tw-ring-shadow: 0 0 #0000; --tw-shadow: 0 0 #0000; --tw-shadow-colored: 0 0 #0000; } .mx-auto { margin-left: auto; margin-right: auto; } .mb-2 { margin-bottom: 0.5rem; } .mb-4 { margin-bottom: 1rem; } .mb-6 { margin-bottom: 1.5rem; } .mr-2 { margin-right: 0.5rem; } .max-w-screen-sm { max-width: 640px; } .max-w-screen-xl { max-width: 1280px; } .rounded-lg { border-radius: 0.5rem; } .bg-primary-700 { --tw-bg-opacity: 1; background-color: rgb(29 78 216 / var(--tw-bg-opacity)); } .bg-white { --tw-bg-opacity: 1; background-color: rgb(255 255 255 / var(--tw-bg-opacity)); } .px-4 { padding-left: 1rem; padding-right: 1rem; } .px-5 { padding-left: 1.25rem; padding-right: 1.25rem; } .py-2.5 { padding-top: 0.625rem; padding-bottom: 0.625rem; } .py-8 { padding-top: 2rem; padding-bottom: 2rem; } .text-center { text-align: center; } .text-4xl { font-size: 3rem; line-height: 2.5rem; } .text-sm { font-size: 0.875rem; line-height: 1.25rem; } .font-extrabold { font-weight: 800; } .font-light { font-weight: 300; } .font-medium { font-weight: 500; } .leading-tight { line-height: 1.25; } .tracking-tight { letter-spacing: -0.025em; } .text-gray-500 { --tw-text-opacity: 1; color: rgb(107 114 128 / var(--tw-text-opacity)); } .text-gray-900 { --tw-text-opacity: 1; color: rgb(17 24 39 / var(--tw-text-opacity)); } .text-white { --tw-text-opacity: 1; color: rgb(255 255 255 / var(--tw-text-opacity)); } .hover\:bg-primary-800:hover { --tw-bg-opacity: 1; background-color: rgb(30 64 175 / var(--tw-bg-opacity)); } .focus\:outline-none:focus { outline: 2px solid transparent; outline-offset: 2px; } .focus\:ring-4:focus { --tw-ring-offset-shadow: var(--tw-ring-inset) 0 0 0 var(--tw-ring-offset-width) var(--tw-ring-offset-color); --tw-ring-shadow: var(--tw-ring-inset) 0 0 0 calc(4px + var(--tw-ring-offset-width)) var(--tw-ring-color); box-shadow: var(--tw-ring-offset-shadow), var(--tw-ring-shadow), var(--tw-shadow, 0 0 #0000); } .focus\:ring-primary-300:focus { --tw-ring-opacity: 1; --tw-ring-color: rgb(147 197 253 / var(--tw-ring-opacity)); } @media (min-width: 640px) { .sm\:py-16 { padding-top: 4rem; padding-bottom: 4rem; } } @media (min-width: 768px) { .md\:text-lg { font-size: 1.5rem; line-height: 1.75rem; } } @media (min-width: 1024px) { .lg\:px-6 { padding-left: 1.5rem; padding-right: 1.5rem; } } .imgdata { width: 35% } @media (max-width: 767px) { .imgdata { width: 40% } }0
- DescriptionThis course enables learning on different graph traversal techniques (BFS & DFS)
along with enhanced search algorithms like A* algorithm. Genetic algorithms are discussed along with Min-Max algorithms.
Expert systems and ANN are also discussed in detail along with Fuzzy logic in SC.
Along with a pdf with important notes and explanations
Modules Covered:
Introduction to AI / SC
Problem solving algorithms
Knowledge, Reasoning and Planning.
Fuzzy Logic.
Artificial Neural Network.
Expert System.1 - How to Pass AISC1
- Introduction to Artificial Intelligence(AI) and Soft Computing5
- Problem Solving10
- 5.1BFS ( Breadth First Search ) Algorithm with solved Example5 Minutes
- 5.2DFS ( Depth First Search ) Algorithm with solved Example3 Minutes
- 5.3IDFS ( Iterative Depth First Search ) Algorithm with solved Example3 Minutes
- 5.4GBFS Solved Example7 Minutes
- 5.5A Star solved Example13 Minutes
- 5.6Hill Climbing4 Minutes
- 5.7Min Max Solved Example6 Minutes
- 5.8Alpha-Beta Pruning Solved Example13 Minutes
- 5.9Genetic Algorithm5 Minutes
- 5.10Genetic Algorithm Max one Problem Solved Example8 Minutes
- Fuzzy Logic6
- 6.1Introduction to Fuzzy Logic4 Minutes
- 6.2Fuzzification and De-Fuzzification6 Minutes
- 6.3Properties and Operation of Crisp and Fuzzy Sets5 Minutes
- 6.4Crisp and Fuzzy Sets and Relations11 Minutes
- 6.5Fuzzy Membership Function8 Minutes
- 6.6Mamdani Fuzzy Model (Fuzzy Controller) with Solved Example33 Minutes
- Knowledge, Reasoning and Planning6
- Artificial Neural Network7
- 8.1Introduction to ANN and structure of ANN6 Minutes
- 8.2Mc-Culloch-Pitts Neural Model3 Minutes
- 8.3Neural Network Architecture5 Minutes
- 8.4Perceptron Learning (with solved example)11 Minutes
- 8.5Activation functions in ANN (Discrete and Continuous)4 Minutes
- 8.6Backpropagation Network (with solved example)19 Minutes
- 8.7Self Organizing Maps and KSOMs10 Minutes
- Expert System4
- Notes6
- Extra Notes9
- 11.1Introduction to Artificial Intelligence and Soft Computing (Module 1 Notes)
- 11.2Artificial Intelligence Notes #1
- 11.3Artificial Intelligence Notes #2
- 11.4Soft Computing Module 4
- 11.5Soft Computing Module 5
- 11.6Soft Computing Handmade Notes
- 11.7Artificial Intelligence and Soft Computing Complete Notes ( Toppers Solution )
- 11.8Mobile Communication and Computing Notes ( Toppers Solution )
- 11.9Digital Signal Processing Handmade Notes
Agent and Peas Description
Agent and Peas Description
In this video we have explain what is Agent in artificial intelligence and how to write peas description for an agent. We know that there are different types of agents in AI. PEAS System is used to categorize similar agents together. The PEAS system delivers the performance measure with respect to the environment, actuators and sensors of the respective agent. PEAS stands for Performance measure, Environment, Actuator, Sensor.
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