Dr. Samar Habib stands out in the data science field with her multifaceted expertise, significantly impacting areas such as program impact evaluations, strategic revenue growth management, questionnaire design, interactive dashboards, forecasts, and Certified Analytics Professional (CAP) exam preparation. In program impact evaluations, she leverages the Theory of Change methodology for comprehensive program analysis, utilizing both quasi-experimental and mixed-methods research.

For strategic revenue growth management, Dr. Habib’s analysis of sales and market data guides SMB growth strategies through the insightful use of big data and competitive intelligence. Her skills in questionnaire design ensure the creation of effective quantitative and mixed-methods research tools, while her proficiency in interactive dashboards facilitates the exploration of data to reveal key patterns and insights that are accessible even to non-technical stakeholders. Dr. Habib's forecasting employs advanced techniques, like Monte Carlo simulations, to predict future trends accurately.

Moreover, her CAP Exam Preparation Course on Udemy is a comprehensive resource for aspiring data science professionals, covering essential topics from statistics to machine learning. Dr. Habib’s contributions are both theoretical and practical, enriching the data science domain with valuable insights and methodologies."