A Data Analyst interview syllabus covers core technical skills like SQL, Excel, Python/R, and data visualization (Tableau/Power BI), alongside foundational knowledge in statistics, data cleaning, and EDA (Exploratory Data Analysis), tested through behavioral questions about problem-solving and technical challenges on data manipulation and insight generation, all framed within business context to show real-world application via projects and case studies.