Titanic Disaster
Python
Titanic survival project utilizing data cleaning, feature engineering, EDA, feature importance, correlations and machine learning (model selection and evaluation).
CNN Image Classification
Python
Convolutional Neural Network (CNN) image classification of MNIST CIFAR-10 image data set using tensorflow with Sequential model.
Data Science Survey
power bi
Power BI dashboard of Data Science Professional Survey covering salaries, countries, programming languages and work-life balance.
Nashvile Housing
SQL
Data cleaning of Nashville Housing Dataset in SQL.
COVID-19 Deaths
SQL
Exploratory Data Analysis of World-Wide COVID-19 Deaths in SQL.
Bike Sales
excel
Excel dashboard of Bike Sales using Pivot Tables and Slicers.
CNN Image Classification
Python
Convolutional Neural Network (CNN) image classification of MNIST NUMBERS data set using tensorflow with Sequential model.
Kaggle
Python
Various Jupyter notebook projects including tutorials on ArcGIS (longitude/latitude), sub-plots, annotation (text & numbers), stock market, Word Clouds and Statistics. Also included are various notebooks using data cleaning, visualizations, EDA and machine learning.