Understanding emotions from audio files using neural networks and multiple datasets.

Detecting Frauds in Online Transactions using Anamoly Detection Techniques Such as Over Sampling and Under-Sampling as the ratio of Frauds is less than 0.00005 thus, simply applying Classification Algorithm may result in Overfitting

Artificial intelligence (AI, ML, DL) performance metrics implemented in Python

Engaged in research to help improve to boost text sentiment analysis using facial features from video using machine learning.

Faces recognition example using eigenfaces and SVMs

Kaggle Machine Learning Competition Project : In this project, we will create a classifier to classify fashion clothing into 10 categories learned from Fashion MNIST dataset of Zalando's article images

Conducted data analysis, statistical analysis, and data visualization on an Indian crime dataset. Applied various machine learning algorithms to gain insights from the data. Utilized Time-Series models for prediction and forecasting based on the crime data analysis.

Sentiment analysis on customer reviews using machine learning and python

Tool demonstrating building credit risk models

Machine-Learning project that uses a variety of credit-related risk factors to predict a potential client's credit risk. Machine Learning models include Logistic Regression, Balanced Random Forest and EasyEnsemble, and a variety of re-sampling techniques are used (Oversampling/SMOTE, Undersampling/Cluster Centroids, and SMOTEENN) to re-sample th…

Faces recognition example using eigenfaces and SVMs

This is in regard to algorithmic trading bot with the use of machine learning to predict potential returns and actual returns.

Supervised Machine Learning and Credit Risk

NU Bootcamp Module 20

The project aims to apply Naives Bayes on TF-IDF and Word2Vec Models .Use one of Selection Best Feature techniques to chose only features that contribute to the performance of the prediction

predict where the patient will be discharged to before surgery

This is projects of Data Mining

This repo is about Machine Learning and Classification

A collection of statistical methods

Loan Approval Prediction