Data Science Support Needed

@glanegonsalves

Hey there Glane here, hope you're doing well. I can help in your data science project doing end to end analysis using RMarkdown via RStudio. The main focus would be using tidyverse library for data manipulation and visualisation. Using caret library for splitting the data into train, test, validation and then using supervised / unsupervised model libraries like randomforest to build the model that would focus on , accuracy, specificity, sensitivity, f1 score etc. The full approach would be first defining the objectives and the hypothesis. Doing EDA, building models and then the discussion section would be satisfying the objectives via hypothesis. Feel free to get in touch.

@bajiji283

Hello, I can help you clean, explore, and analyze your datasets to generate clear and actionable insights. I have practical experience working with real datasets, including data cleaning, exploratory data analysis, and visualization using Python (Pandas, NumPy, Matplotlib, and Seaborn). I have worked with missing data, explored patterns, and created visual insights to support decision-making. I am comfortable setting up a structured and reproducible workflow for data ingestion, cleaning, and analysis. I focus on making results easy to understand for non-technical users. I have also studied machine learning concepts and can apply basic models if needed, depending on the problem. I will document everything in well-commented notebooks so the code runs smoothly on your system, and I will provide a clear summary report with visuals and key insights. I can walk you through my approach and experience during our discussion. I am ready to start and work step-by-step based on your feedback. Looking forward to working with you.