Sql, Tableau, Hypothesis Testing, Python, Advanced Excel, PostgreSQL, Experimental Design, Data retrieval and querying techniques, Statistical analysis fundamentals, Data cleaning and preprocessing workflows, Data cleaning pipelines, Structured reporting approaches, Dataset transformation techniques, Data interpretation for business decision-making, Data extraction workflows, Statistical reasoning and interpretation