Portfolio: IRENE NAKIYINGI

Projects

• PROJECT 1

  Case Study: Analyzing Healthcare Data in Tableau

  Using Tableau from the data camp website, I studied health care data to create insightful visualisations that would aid in the provision of better health services while aslo understanding the demographics and conditions of the patients.

  SKILLS:

  • Statistical techniques in Tableau
  • Calculations in Tableau

• Project 2

  Climate Change and Impacts in Africa

  Part of partial fulfilment of the Data Scientist certification, using python withvisualisations, pandas and numpy, I studied the data from the IEA-EDGAR CO2 dataset to better study how climate change affects the environment especially carbondioxide and oxygen levels.

  SKILLS:

  • Python and data cleaning, visualisations
  • Seaborne
  • Pandas
  • Numpy

• Project 3

  BCG

  Completed a customer churn analysis simulation for XYZ Analytics, demonstrating advanced data analytics skills, identifying essential client data and outlining a strategic investigation approach. Conducted efficient data analysis using Python, including Pandas and NumPy. Employed data visualization techniques for insightful trend interpretation. Completed the engineering and optimization of a random forest model, achieving an 85% accuracy rate in predicting customer churn. Completed a concise executive summary for the Associate Director, delivering actionable insights for informed decision-making based on the analysis.

  SKILLS:

  • Data Visualization
  • Exploratory Data analysis
  • Hypothesis Framing
  • Mathematical modelling
  • Model evaluation
  • Model interpre
  • Programming
  • Business understanding
  • Client communication

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