Do R Programming, Rstudio, Data Analysis, Visualization, Machine Learning

If you are looking for someone to build machine learning models for your data, then you are in the right place.

Please for quality service, let us discuss before you place orders

I have experience building regression and classification models in both python (google colab) and R (Rstudio).

Here are some algorithms that I will usedefinitely not limited to them:

• Logistic regression
• Lasso regression
• Ridge regression
• Elastic net
• Random Forest
• Decision trees
• Simple linear regression
• Multiple linear regression
• K-nearest Neighbour (KNN)
• PCA
• LDA
• QDA
• Generalised Linear Models (GLM)
• Generalised Additive Models (GAM), cubic splines, natural cubic splines
• Mixed-effects models
• Feature selection
• Variable importance

Clustering (unsupervised learning):

• Hierarchical clustering
• K-means
• Fuzzy C-means

Performance Evaluation:

• Confusion Matrix
• AUC-ROC curves

Optimization

• Cross validation
• Leave-one-out cross-validation