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