Artificial Intelligence and Machine Learning

ID3 Algorithm Decision Tree – Solved Example

Download Final Year Projects   Join for Regular Updates ID3 Algorithm Decision Tree – Solved Example – Machine Learning Problem Definition: Build a decision tree using ID3 algorithm for the given training data in the table (Buy Computer data), and predict the class of the following new example: age<=30, income=medium, student=yes, credit-rating=fair age income student […]

What is Machine Learning? Components and Applications

Download Final Year Projects   What is Machine Learning? Components and Applications of Machine Learning Definition of Machine Learning: Learning is any process by which a system improves performance from experience. A branch of artificial intelligence, concerned with the design and development of algorithms that allow computers to evolve behaviors based on empirical data. Definition

Tic-Tac-Toe Game using Magic Square – Program 2 in AI

Download Final Year Projects   Tic-Tac-Toe Game Playing using Magic Square – Program 2 in AI It’s a paper and pencil game of two players X and O, who choose to mark a space on a grid of 3×3. The game is won by the player who succeeds in putting three of their marks in

Tic-Tac-Toe Game Playing – Program 1 in AI

Download Final Year Projects   Tic-Tac-Toe Game Playing – Program (Approach) 1 in AI It’s a paper and pencil game of two players X and O, who choose to mark a space on a grid of 3×3. The game is won by the player who succeeds in putting three of their marks in a horizontal

Types of Knowledge Artificial Intelligence

Download Final Year Projects   Types of knowledge – Artificial Intelligence Knowledge can be defined as the body of facts and principles accumulated by humankind or the act, fact, or state of knowing. For example, in biological organisms, knowledge is stored as complex structures of interconnected neurons. The structures correspond to symbolic representations of the

Principal Component Analysis Solved Example

Download Final Year Projects   Principal Component Analysis Solved Example Principal component analysis (PCA) is a statistical procedure that uses an orthogonal transformation to convert a set of observations of possibly correlated variables into a set of values of linearly uncorrelated variables called principal components. In this article, I will discuss how to find the

Principal component analysis in Machine Learning

Download Final Year Projects   Introduction to Principal component analysis in Machine Learning Principal component analysis (PCA) is a statistical procedure that uses an orthogonal transformation to convert a set of observations of possibly correlated variables into a set of values of linearly uncorrelated variables called principal components. The number of principal components is less

Dimensionality reduction in Machine Learning

Download Final Year Projects   The complexity of any classification or regression algorithm depends on the number of inputs to the model. This determines the time and space complexity and the necessary number of training examples to train such a classification or regression algorithm. In this article, we discuss what is dimensionality reduction, how dimensionality

Approaches to Artificial Intelligence

Download Final Year Projects   Approaches to Artificial Intelligence Turing Test and Rational Agent Approaches According to latest research, definitions of artificial intelligence vary along main dimensions thought processes and reasoning, and behavior. Thus views of Al fall into four categories Thinking Humanly (The Cognitive approach) Acting Humanly (The Turing Test approach) Thinking Rationally (The

Artificial Intelligence Introduction

Download Final Year Projects   Introduction to Artificial Intelligence What is Artificial Intelligence (Al)? Artificial Intelligence (Al) is a branch of Science which deals in development of modern machines, which can find solutions to complex problems in human like fashion Artificial intelligence basically works on insulting human intelligence characteristics, and algorithms m a computer so