Heres a structured version of your gig with clear headings:
Welcome to My GIG!
Hi, I'm Awais, and I bring years of experience in data analysis, data science, and applied predictive modeling using R programming, RStudio, and R Shiny.
Services I Offer
- Data Cleaning
- Data Preprocessing
- Data Visualization
- Statistical Testingt-tests, ANOVA, non-parametric tests
- Regression AnalysisLinear and Logistic Regression
- Applied Predictive Modeling
- Machine Learning ModelingDecision Trees, Random Forest, Bagging, Boosting
- KNN, SVM (Linear & Radial)
- LASSO, RIDGE, Elastic Net, C5.0
- Unsupervised AnalysisPCA (Principal Component Analysis)
- FA (Factor Analysis)
- Cluster Analysis
Packages and Libraries I Use
- tidyverse
- ggplot2
- caret
- tidymodels
- glmnet
- ISLR & ISLR2
Deliverables
- .R scripts
- .Rmd files (if needed)
- Reports in Word, HTML, or PDF
- Includes charts, visualizations, and analytical summaries tailored to your requirements