Data Analytics Self-Study Learning Path

SQL + Power BI | From Fundamentals to Interview Confidence

A complete, beginner-friendly data analytics learning path designed for self-study learners who want real skills — not bootcamp hype.

This path combines SQL mastery with Power BI fundamentals, guiding you step by step from writing your first query to building dashboards and confidently facing interviews.

Built by a self-taught data analyst, for learners who believe skills matter more than certificates.

🚀 What This Learning Path Covers

This product includes both of my complete bundles — structured into one clear roadmap:

📘 Phase 1: SQL Mastery (Core Analytics Thinking)

🔹 SQL Mastery Bundle: From Basics to 100 Real-Time Interview Questions

3 eBooks • Complete SQL Learning Path

Learn SQL the right way — by understanding patterns, logic, and business problems.

What’s Included:

1️⃣ SQL for Data Analysts: 25+ Query Patterns You Must Know

• Learn essential SQL patterns:
  SELECT, JOIN, GROUP BY, HAVING, CTEs, and more
• Real business-style examples
• Practice exercises and reusable query templates

2️⃣ SQL Unlocked: From Queries to Clarity

• Intermediate to advanced SQL concepts
• Window functions & subqueries explained simply
• Analytical case studies
• Interview-style SQL problem solving

3️⃣ SQL Interview Vault: 100 Real Questions with Expert Answers

• 100+ real SQL interview questions
• Company-style case studies (Amazon, Swiggy, Flipkart)
• Detailed explanations + optimization tips
• Quick revision sheets & interview checklists

👉 Outcome:
You’ll stop memorizing queries and start thinking like a data analyst.

📊 Phase 2: Power BI Foundations (Turning Data into Insights)

🔹 Power BI Basics Bundle: From Beginner to Dashboards

Designed for freshers, non-tech professionals, and beginners.

✅ Power BI Basics — Volume 1

• Power BI interface & workflow
• Loading and understanding data
• Core visuals & reporting concepts
• Perfect for absolute beginners

✅ Power BI Basics — Volume 2

• Data relationships (clearly explained)
• Measures vs Columns (no confusion)
• Basic DAX logic
• Building clean, meaningful dashboards

👉 Outcome:
You’ll understand why dashboards work — not just how to build them.

🎯 Why This Learning Path Works

✅ Structured self-study roadmap (no random tutorials)
✅ SQL + Power BI combined the way real jobs use them
✅ Interview-focused, not certificate-focused
✅ Beginner-friendly explanations
✅ Real-world business scenarios
✅ Built by someone who actually self-studied and cracked it

👩‍💻 Who Is This For?

• Freshers entering data analytics
• Career switchers from non-tech backgrounds
• Analysts struggling with SQL interviews
• Anyone confused about SQL logic + Power BI basics
• Learners who want skills without expensive bootcamps

🏁 By the End of This Path, You’ll Be Able To:

• Write clean, optimized SQL queries
• Solve analytical and interview-style problems
• Build accurate Power BI dashboards
• Explain your logic confidently in interviews
• Think like a real data analyst, not a course graduate

💡 Final Note

This is not a shortcut to a job.
It’s a clear, honest learning path to build real analytics skills — at your own pace.

If you believe in self-study over hype, this path is for you.