SQL for Data Analysis: Joins, Aggregations, and Multi-Table Queries — PickAClass
⏱ 2h 42m 📚 27 lessons 🎧 Audio version

SQL for Data Analysis: Joins, Aggregations, and Multi-Table Queries

Combine data from multiple database tables and perform complex aggregations to extract meaningful business insights using industry-standard SQL.

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About this course

Real-world data rarely lives in a single database table. To uncover valuable business insights, you must know how to link related tables and summarize large datasets efficiently.\n\nThis text-based course guides you from SQL basics to writing multi-table queries and performing complex data aggregations. You will learn to confidently write queries that join tables, group records, and calculate key business metrics, preparing you for real-world data analysis tasks.\n\nWhat you'll learn:\n- Understand core relational database concepts, primary keys, and foreign keys.\n- Master different types of SQL JOINs to combine data from multiple tables.\n- Apply aggregate functions like SUM, AVG, COUNT, MIN, and MAX to summarize datasets.\n- Group data using the GROUP BY clause and filter aggregated results with HAVING.\n- Write readable, modern SQL using Common Table Expressions (CTEs) for complex multi-table queries.\n- Optimize query performance when working with large volumes of joined data.\n\nYou will start by establishing a strong foundation in database relationships and key terminology. From there, you will progress step-by-step through practical written explanations and code examples, learning how to combine, group, and analyze data from multiple sources.\n\nThis course is designed for beginners who have a basic grasp of simple SELECT statements and want to level up their data analysis skills. No advanced programming experience is required.\n\nStart reading today to unlock the full analytical power of SQL and transform raw data into structured insights.

What you'll get

  • 📜 Certificate of completion
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  • 📱 Phone or computer
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  • 💸 14-day refund
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  • 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
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has successfully demonstrated mastery of
SQL for Data Analysis: Joins, Aggregations, and Multi-Table Queries
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Behavioral pattern analysis
Foundational
1.2 hrs
Decision-architecture frameworks
Proficient
1.4 hrs
A/B test design
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1.7 hrs
Behavioral copywriting
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SQL for Data Analysis: Joins, Aggregations, and Multi-Table Queries
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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
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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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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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