Data Collection, processing, and analysis. Libraries: Pandas, Numpy, Geopandas, Tensorflow, Scikit Learn, Matplotlib, Arcpy, etc.

Spatial data collection, preprocessing, data processing, and Analysis. Data visualizations and information dashboards.

Data preprocesing, processing and analysis. Data visualization. Libraries: Numpy, raster, ggplot2, rgdal, sp, ”PerformanceAnalytics”, cluster, etc.

ArcGIS Pro, ArcGIS online, Webmap, WebApp, Information Dashboard, Story Map, Survey123, Field apps, Arcpy

Spatial Data processing, analysis, and visualizations. Data extraction and preprocessing.

Image data preprocessing, processing, and analysis.

Data management preprocessing, processing, and analysis. Data visualizations and information dashboards. (SPSS, MINITAB, SAS, SQL, PowerBI)