Hi, Welcome to my GIG!! I have years of experience in the field of data analysis, data science, and applied predictive modeling using R programming, RStudio, and R Shiny. I provide the following Services using these tools and languages:
- Data Cleaning
- Data Preprocessing
- Data Visualization
- Statistical Testing (t-test, ANOVA, non-parametric tests)
- Regression Analysis and Logistic Regression Analysis
- Applied Predictive Modelling
- Machine Learning modeling (Decision Trees, Random Forest, Bagging, Boosting, KNN, SVM Linear, SVM Radial, LASSO, RIDGE, Elastic Net, C50)
- Unsupervised Analysis (PCA, FA, Cluster Analysis)
The Packages & Libraries that I used:
- tidyverse
- ggplot2
- caret
- r shiny
- tidymodels
- glmnet
- ISLR & ISLR2
The Deliverable include:
- .R script
- .Rmd file if need
- A Word, HTML, and PDF report including charts & visualization, and analytical summaries based on requirements.