What is Artificial Intelligence? List the task domains of Artificial Intelligence (AI) Definition: Artificial Intelligence is “the study of how to make computers do things, which, at the moment, people do better”. According to the father of Artificial Intelligence, John McCarthy, it is “The science and engineering of making intelligent machines, especially intelligent computer programs”. […]
Means-Ends Analysis Search Technique (Algorithm) – Artificial Intelligence In this tutorial, I will how to apply Means-Ends Analysis Search Technique (Algorithm) to solve the given problem. Video Tutorial – Means-Ends Analysis Means-Ends Analysis In Artificial Intelligence, we have studied many search strategies which traverse either in forward or backward direction, but a mixture of these
Simple Linear Regression Model Solved Example in Machine Learning Regression modeling is a process of determining a relationship between one or more independent variables and one dependent or output variable. Example: 1. Predicting the height of a person given the age of the person. 2. Predicting the price of the car given the car model,
Quadratic Polynomial Regression Model Solved Example in Machine Learning Regression modeling is a process of determining a relationship between one or more independent variables and one dependent or output variable. Example: 1. Predicting the price of the car given the car model, year of manufacturing, mileage, engine capacity. 2. Predicting the height of a person
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Types of Regression Models in Machine Learning Regression modeling is a process of determining a relationship between one or more independent variables and one dependent or output variable. Examples: 1. Predicting the price of the car given the car model, year of manufacturing, mileage, engine capacity, etc. 2. Predicting the height of a person given
K-Nearest Neighbors Algorithm Solved Example in Machine Learning K-Nearest Neighbors Algorithm is an instance-based supervised machine learning algorithm. It is also known as the Lazy Learner algorithm as it delays the learning process till the arrival of a new example. In this tutorial, we will understand how to apply k nearest neighbors algorithm to classify
Implementation of AO Star Search Algorithm in python – Artificial Intelligence In this tutorial, we will understand the AO Star Search Algorithm with a solved numerical example and implementation in python. Implementation of AO Star Search Algorithm in python class Graph: def __init__(self, graph, heuristicNodeList, startNode): #instantiate graph object with graph topology, heuristic values, start
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Implementation of A Star Search Algorithm in python – Artificial Intelligence In this tutorial, we will understand the A Star Search Algorithm with a solved numerical example and implementation in python. A Star Solved Numerical Examples A Star Search Algorithm with a solved numerical example Numbers written on edges represent the distance between nodes. Numbers
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18CSL76 Artificial Intelligence and Machine Learning Laboratory – VTU AIML Lab and Theory 18CS71 Artificial Intelligence and Machine Learning Laboratory – 18CSL76 (VTU AIML Lab) covers the different algorithms such as A* Search, A** Search, Find-S algorithms, Candidate elimination algorithm, Decision tree (ID3) algorithm, Artificial Neural Networks, Backpropagation Algorithm, Naïve Bayes classifier for text classification,
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Implementation of Linear and Polynomial Regression in Python – Machine Learning In this tutorial, we will understand the Implementation of Polynomial Linear Regression in Python – Machine Learning. Importing the Necessary libraries To begin the implementation first we will import the necessary libraries like NumPy for numerical computation, MatPlotlib for visualization, and pandas for reading
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