Artificial Intelligence and Machine Learning mind maps
460 mind maps by 362 users · Page 3 of 12
This page gathers over 400 community-made Artificial Intelligence and Machine Learning mind maps, covering knowledge representation, neural networks and expert systems. They offer mostly university-level material, with resources for university students and professional candidates studying these topics, school students practicing them, and teachers seeking ready-made material. Pick a map that matches what you are studying.
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Mind maps
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39 nodesARTIFICIAL INTELLIGENCE USES · GOALS · CHALLENGES · FIELDS OF SCIENCE · DEFINITION
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45 nodesExpert systems What is it? · How do they work? · Representation · Where are they used? · Expert system problems
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25 nodesExpert Systems An expert system is a... · how does it work: · Disadvantages · Advantages · Where are they used
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20 nodesWEEK 7 Introduction to Machi... · Image Classification ... · Nearest Neighbors wit... · Image Classification · Text Clustering · More iImage Classific...
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26 nodesExpert Systems Advantages/Disadvantages · What is an expert sys... · How does it work? · Where are they used?
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43 nodesCOMP2611 - Natural LanguageProccessing Formal Grammers · Statistical Approach
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34 nodesNLE Keywords Tokenisation · Segmentation · Stemming · Lemmatisation · POS Tagging · Phrasal chunking
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30 nodesSwarm intelligence Social insects solve ... · Applications · Allocation of Labor · Simple Rules · New markets
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20 nodesLearning by Building Identification Trees Identification Tree · Disorder formula · From Trees to rules
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28 nodesExpert Systems What is an expert sys... · 3 components of an ex... · How does an expert sy... · Expert system shells · Medical use of expert... · Advantages
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24 nodesGenerative Image Models Texture Synthesis by ... · Scene Completion Usin... · variety of deep learn... · Learning to Generate ... · DRAW: A Recurrent Neu... · Generative Image Mode...
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21 nodesTop 10 AI Tools for Software Development - Artificial Intelligence for Software Development 1. GitHub Copilot · 2. ChatGPT · Amazon CodeWhisperer · 4. Tabnine · 5. DeepCode · 6. Replit Ghostwriter
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19 nodesExpert systems what is an expert sys... · Where are they used? · how does it work · disadvantages
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21 nodesExpert systems What is an expert sys... · How does it work? · Advantages · Disadvantages
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14 nodesSearch Uninformed · Informed · Adversarial
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11 nodesThe Turing test, developed by Alan Turing in 1950 Turing test · is a test of a machin...
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39 nodesArtificial Intelligence (AI) Basic concept of AI · Areas of AI Application · Benefits of AI · Ethical Challenges of AI · Regulations and Gover... · Future of AI
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25 nodesexpert systems what is it? · advantages · disadvantages · how does it work?
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35 nodesMachine Learning Prediction
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35 nodesMachine Learning Prediction
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71 nodesFuzzy Logic Intelligent Agents · Fuzzy Rule based · Is playing an importa... · BDI · Logical System
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25 nodesExpert Systems Definition · How does it work? · Where are they used? · Advantages · Disadvantages
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25 nodesConvolutional Neural Networks ... is used to reduce... · ... are using filter ... · 1 0 -1 1 0 -1 1 0 -1 · 1 1 1 0 0 0 -1 -1 -1 · Padding ... · Output matrix size fo...
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21 nodesSLR Machine Learning Techniques for Code Smell Detection Objectives · Research Questions
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9 nodesKnowledge Based Systems made up of four parts · Uses of knowlege base...
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24 nodesDeep Learning GANS · CNNs · RNNs · Artificial General In... · Infinitely customizab... · Tensorflow
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54 nodesArtificial intelligence What is AI ? · Philosophy · Goals · What contributes to AI ? · Programming · Applications of AI
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9 nodesImplementations: Real machine learning schemes Decision trees · Classification rules · Association Rules · Extending linear models · Instance-based learning
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16 nodesExpert Systems An expert system is a... · Made up of 3 parts. · Where are they used? · Disadvantages · Advantages
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26 nodesConvolutional Networks - Case Studies Classic Networks · Residual Networks · 1x1 Convolution · Inception Network (Go...
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25 nodesAGENTS Simple Reflex Agents · Model Based Reflex Ag... · Goal Based Agents · Utility based Agent
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30 nodesKohonen network / Adaptive resonance theory computational method ... · vector quantization · Self-Organizing Map · is a theory developed... · The Stability-Plastic... · Equations for short-t...
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27 nodesExpert systems An expert system is a... · A knowledge - based s... · Components · Medical diagnosis · Advantages · Disadvantages
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35 nodesArtificial Intelligence Limits · Types · wide-ranging branch o... · Benefits · examples
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12 nodesARTIFICIAL INTELLIGENCE (AI) Generic Categories · How Expert Systems Work · Knowledge Representat... · Inference Engine
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31 nodesExpert systems Made of.. · Advantages · Examples · Disadvantages · Are..
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29 nodesMachine learning What is it? · Types of Machine Lear... · Advantages and Disadv... · Applications · Examples of Companies
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30 nodesImage Processing Study of any algorith... · Low-level Processing · Intermediate-level Pr... · High-level Processing
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17 nodesAgents and State Machines All AI agents go thro... · Goal based Agent
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34 nodesFuzzy Logic an approach to uncert... · proposed by Zadeh in ... · uncertainty due to in... · it controls wide rang... · Classical Logic · Applications: