Classification of IBM Employee Attrition by Using Neural Network (using keras and neuralnet)

Unsupervised Learning: Customer Personality Analysis Segmentation Using K-Means Clustering and Principal Component Analysis (PCA)

Time Series Forecasting: The number of Room Nights in Hotels, Motels, and Guesthouses in Victoria, Australia, Using Holt-Winters, SARIMA, and TBATS Models.

LBB Classification II Diabetes Patient Classification Using Naive Bayes, Decision Tree, and Random Forest Model

Heart Disease Classification: Logistic Regression and K-Nearest Neighbor

Regression Model: NVIDIA Corporation Stock Market Report

Task: LBB P4DS Dataset: https://archive.ics.uci.edu/ml/datasets/bank+marketing/

The happiness scores and rankings use data from the Gallup World Poll . The columns following the happiness score estimate the extent to which each of six factors – economic production, social support, life expectancy, freedom, absence of corruption, and generosity. Source: https://www.kaggle.com/datasets/ajaypalsinghlo/world-happiness-report-2021/data

Flexdashboard Interactive Plotting Course