SQL for Data Analysis: Master JOINs, Subqueries, and Aggregations — PickAClass
⏱ 2h 42m 📚 27 lessons

SQL for Data Analysis: Master JOINs, Subqueries, and Aggregations

Take your basic SQL skills to the next level by learning how to combine tables, group data, and write complex nested queries for real-world data analysis.

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About this course

Ready to move beyond basic SELECT statements and start solving real-world analytical problems? To extract truly valuable insights, you must know how to connect disparate data sources and perform deep calculations. This text-only course bridges the gap between basic database syntax and practical data analysis. You will learn to write sophisticated queries that aggregate data, join multiple tables, and nest queries efficiently, transforming raw database tables into structured, actionable business reports. What you'll learn: Master multi-table JOINs to merge and analyze data from different sources; Aggregate complex datasets using GROUP BY and HAVING clauses for summarization; Write powerful subqueries and nested statements to solve multi-step data problems; Implement Common Table Expressions (CTEs) to write clean, readable, and modular SQL code; Apply essential window functions for advanced analytical ranking and running totals; Optimize query performance by understanding execution order and database structures. The course starts with a quick refresher on foundational terminology before diving into hands-on written walkthroughs. You will progress from basic table relationships to advanced query structures through clear explanations and structured SQL code examples. This course is designed for learners who already know basic SQL commands and want to build the practical skills needed for data analysis, business intelligence, or reporting roles. Start reading today and elevate your database querying skills to a professional standard.

What you'll get

  • 📜 Certificate of completion
    Add it to your LinkedIn profile
  • 💬 Personal AI tutor
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  • ♾️ Lifetime access
    Come back anytime, no expiry
  • 📱 Phone or computer
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  • 💸 14-day refund
    No questions asked
  • Short & focused
    2h 42m of practical content

Certificate of completion

Every course you complete on PickAClass issues a credential like this — original, with its own code, verifiable by URL, and detailed about what was actually demonstrated.

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Certificate of Mastery
This certifies that
Name Surname
has successfully demonstrated mastery of
SQL for Data Analysis: Master JOINs, Subqueries, and Aggregations
Skills demonstrated
Behavioral pattern analysis
Foundational
1.2 hrs
Decision-architecture frameworks
Proficient
1.4 hrs
A/B test design
Proficient
1.7 hrs
Behavioral copywriting
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1.9 hrs
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SQL for Data Analysis: Master JOINs, Subqueries, and Aggregations
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Performance detail
Coursework summary
Lessons completed 14 / 14
Practice questions 26 / 28
Assignments submitted 4 (avg 4.5 / 5)
Capstone project Reviewed — 4.6 / 5
Total practice 6.2 hrs
Performance benchmark
Cohort rank Top 12% of 1,625
Time to completion 11 days (median: 22)
Mastery score 91 / 100
Practice-question score 94%
Skill verification Verified Skill Path
Verify this credential
pickaclass.com/certificates/PCC-2026-X4F7-AP19
Issued under the academic standards of PickAClass. Skill levels reflect assessed performance against the course's competency rubric. This is an original credential of this platform.

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Frequently asked

What do I need to take this course? +

Just a phone or computer with internet. No installs, no special hardware.

How do I pay? +

By card via Stripe. We don’t store card details — Stripe handles them securely.

Can I get a refund? +

Yes — full refund within 14 days, no questions asked.

How long will I have access? +

Forever. Once you purchase, the course is yours to revisit anytime.

Will I get a certificate? +

Yes. On completion you'll receive a certificate you can add to your LinkedIn profile.

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