I completed my PhD in Computational Ecology at Cambridge University in Feb 2017 and from 2010-12 I completed my MPhil (in Environmental Sciences) at Oxford University, UK.  Throughout my studies I focused on using statistical data analysis for examining the factors influencing forest loss and degradation in SE Asia. Consequently, I have a high level of expertise in statistical data analysis related tasks, from descriptive statistics to data visualizations to inferential statistics to regression modelling to multivariate analysis. As a result of my expertise in statistical analysis, I have had 9 of my papers published in peer reviewed journals(https://www.researchgate.net/profile/Minerva_Singh). I am also a bestselling course author on Udemy and my course on Statistical Data Analysis is a bestseller and in less than 6 weeks saw 180 enrollments (https://www.udemy.com/user/minervasingh/). I am also proficient in spatial data analysis and spatial statistics. 

I completed my PhD in Computational Ecology at Cambridge University in Feb 2017 and from 2010-12 I completed my MPhil (in Environmental Sciences) at Oxford University, UK.  Throughout my studies I focused on using statistical data analysis for examining the factors influencing forest loss and degradation in SE Asia. Additionally, throughout my 4 year PhD I also focused on using machine learning techniques for modelling forest structure parameters. One of my widely read and cited research papers compared the efficacy of conventional regression modelling with machine learning techniques and compared the efficacy of different machine learning techniques for predictive analysis. i(https://www.researchgate.net/profile/Minerva_Singh). Consequently, I have both a solid foundation and the ability to apply different ML techniques practically and infer their efficacy. I have also used machine learning techniques for classification, including image classification. 

I completed my PhD in Computational Ecology at Cambridge University in Feb 2017 and from 2010-12 I completed my MPhil (in Environmental Sciences) at Oxford University, UK.  As a result of my academic training I am proficient in the field of GIS and spatial data analysis. I use a wide variety of tools for my GIS analysis- ArcGIS, QGIS, R, GRASS and can implement advanced techniques such as interpolation, spatial statistics and web-mapping. I have 3 well regarded Udemy courses on GIS related topics  (https://www.udemy.com/user/minervasingh/)

I completed my PhD in Computational Ecology at Cambridge University in Feb 2017 and from 2010-12 I completed my MPhil (in Environmental Sciences) at Oxford University, UK.  As a result of my academic training I am proficient in the field of remote sensing; 8 out of my 9 peer reviewed papers used remote sensing analysis, as did my PhD thesis. I use a wide variety of tools for my remote sensing analysis, ranging from paid softwaretools like ENVI and IDRISI to free tools like QGIS, R, GRASS. I have worked with a wide variety of RS datasets (Landsat, LiDAR, ALOS) and can process and analyze these very well.
 I am also proficient in the application of machine learning for the image processing of these data and have a well-regarded course on Udemy related to satellite remote sensing  (https://www.udemy.com/user/minervasingh/)

Personal details

Minerva S.

Summary

Technical skills