Simple sunflower image compression using Principal Component Analysis (PCA)

Using Chicago crime dataset, we will make a prediction model to forecasting crime frequency based on time series, and analyze whether is there any pattern for a crime to likely to happen and time that required to be more careful.

Find the best model to predict number of survivor in Titanic Sank using Naive Bayes, Decision Tree, and Random Forest.

Find the best model to predict number of survivor in Titanic Sank using Logistic Regression and K-Nearest Neighbor.

Linear Regression on Graduate Admission data set to to predict the chance of admit in shortlisting universities based on the historical data.

Exploratory data analysis and visualization using the US trips datasets (2019-2021) to find the changes in US travel behavior before and after the pandemic.

Simple exploratory data analysis using the IMDB Top 1000 datasets to find the type of movies with good rating and gross amount.