Python and SQL: Foundational Data Analysis and Portfolio Projects — PickAClass
⏱ 2h 54m 📚 29 lessons 🎧 Audio version

Python and SQL: Foundational Data Analysis and Portfolio Projects

Master the essential syntax of SQL and Python, then apply these skills to process real-world datasets and build a foundational portfolio for data analysis roles.

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About this course

Are you ready to start a career in data analysis but need the core technical skills? Data professionals rely on the powerful combination of Python for computation and SQL for robust data retrieval. This course provides a comprehensive, text-based path that takes you from understanding basic database logic to writing efficient code for data processing. By the end, you will have the practical skills necessary to query, analyze, and present data using industry-standard tools. What you'll learn: * Understand fundamental SQL syntax, including querying, filtering, grouping, and joining multiple tables. * Learn Python programming basics, focusing on variables, control flow, and functions essential for scripting. * Master the use of the Pandas library in Python for efficient data loading, cleaning, manipulation, and preparation. * Apply advanced SQL concepts like subqueries and window functions to solve complex analytical problems. * Configure and manage isolated project environments using virtual environments for reproducible Python workflows. * Practice writing robust scripts that connect to databases, extract data using SQL, and perform analysis in Python. The course begins with foundational terminology and syntax for both languages, then systematically guides you through practical exercises and case studies. You will move step-by-step from theoretical understanding to building functional analytical scripts. This course is designed for absolute beginners with no prior programming or database experience. All required software is free and easy to set up. Begin mastering the essential tools for modern data analysis today.

What you'll get

  • 📜 Certificate of completion
    Add it to your LinkedIn profile
  • 💬 Personal AI tutor
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  • 🎧 Audio version included
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  • ♾️ Lifetime access
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  • 📱 Phone or computer
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  • 💸 14-day refund
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  • Short & focused
    2h 54m 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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PickAClass
Skills profile · verifiable
Document
Certificate of Mastery
This certifies that
Name Surname
has successfully demonstrated mastery of
Python and SQL: Foundational Data Analysis and Portfolio Projects
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
Advanced
1.9 hrs
P
PickAClass — Name Surname
Python and SQL: Foundational Data Analysis and Portfolio Projects
Page 2 of 2
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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