How can I practice SQL without real company data?
I want to improve my SQL by solving realistic problems. What types of datasets and exercises are useful for practicing joins, aggregations, subqueries and window functions?
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I want to improve my SQL by solving realistic problems. What types of datasets and exercises are useful for practicing joins, aggregations, subqueries and window functions?
I often see Data Science and Data Analytics used together. What are the practical differences in skills, tools, projects and job roles?
What design principles should I follow for layout, KPIs, filters, charts, colors and storytelling when building a business dashboard?
I know SELECT, WHERE, GROUP BY and joins. What should I learn next to become comfortable with real analytics work?
What makes a portfolio project useful to a recruiter? I want to create projects that demonstrate business thinking instead of only showing code.
How is Generative AI different from traditional machine learning, and where can a Data Analyst use it for research, reporting, SQL or productivity?
I understand the basics of Power BI but want to become comfortable building professional dashboards. What projects should I build and what should I focus on beyond charts?
I am preparing for entry-level Data Analyst interviews. What should I practice for SQL, Excel, Power BI, case studies and common HR questions?
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