Machine Learning Projects

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 […]

ID3 Algorithm Decision Tree – Solved Example Read More »

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

What is Machine Learning? Components and Applications Read More »

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 Solved Example Read More »

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

Principal component analysis in Machine Learning Read More »

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

Dimensionality reduction in Machine Learning Read More »

Means-Ends Analysis Artificial Intelligence

Download Final Year Projects   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,

Means-Ends Analysis Artificial Intelligence Read More »