Data mining course material.
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Updated
Jun 7, 2022 - Jupyter Notebook
Data mining course material.
Contains code to run and visualize techniques like Clustering, PCA, Generative Modeling on publicly available data.
Bayesian Classifier for filtering the spam messages implemented in Python.
Tripadvisor review sentiment analysis for final data science project
Building Machine Learning algorithms from scratch.
Project involved the building and training of machine learning models using the custom built kNN and bayesian classifier as well as the classifiers from the python sklearn library.
Using NLTK's Bayesian Classification to classify any roman string as English, Spanish or Japanese
Repository per il progetto di IC (2021)
Accuracy comparison between generative and discriminative models
Binary classification of images using Bayes classifier
Repo to store all the concepts and codes that I have learned and worked on in the Artificial Intelligence field
Face recognition with Bayesian Classifier, KNN, KernelSVM (Linear, RBF, Polynomial), Boosted SVM, PCA, LDA
Skin detection application based on Bayesian classifier
These are computer assignments of the book "An Introduction to Machine Learning" by Miroslav Kubat
Making use of bayesian learning, three common applications are developed.
A simple Android app for naive bayesian classification.
Implementation of various Data Warehouse and Mining algorithms and techniques like Apriori, Bayesian classification, KMeans and ETL processes
This repositories contains implementation of various Machine Learning Algorithms such as Bayesian Classifier, Principal Component Analysis, Fisher Linear Discriminator, Face Recognition and Reconstruction, Gaussian Mixture Model based Segmentation, Otsu's Segmentation, Neural Network etc. Relevant data sets and results are also included.
Statistical pattern recognition course projects from shiraz university.
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