Python Data Analysis: From Setup to Visual Dashboards — PickAClass
⏱ 2h 42m 📚 27 lessons 🎧 Audio version

Python Data Analysis: From Setup to Visual Dashboards

Master the fundamental Python libraries like Pandas and Matplotlib to clean, analyze, and visualize data for clear business recommendations.

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About this course

Are you ready to start your journey into data analytics but unsure where to begin with coding? This course provides a structured, text-based path to mastering the foundational tools of modern data science. By the end of this program, you will have the practical skills to handle real-world datasets, perform comprehensive data cleaning and manipulation, generate insightful statistical visualizations, and present your findings in the form of analytical reports and dashboards. What you'll learn: * Configure a stable and reproducible Python environment for practical data analysis tasks. * Master data structures and manipulation using the core NumPy and Pandas libraries. * Apply techniques for cleaning messy data, handling missing values, and ensuring basic data quality. * Build statistical charts and compelling visualizations using Matplotlib and Seaborn. * Analyze data to derive meaningful business metrics and formulate actionable recommendations. * Practice transforming analytical results into clear, report-ready dashboards. The course begins with essential Python setup and fundamental concepts, progressing through data manipulation techniques and culminating in advanced visualization and reporting methods. Written explanations are paired with practical code examples and exercises designed to reinforce core skills. This course is specifically designed for absolute beginners with no prior coding or data analysis experience. No prerequisites are required—just a willingness to read, understand, and practice. Start building your career in data analytics today by mastering these essential tools.

Course contents

What you'll get

  • 📜 Certificate of completion
    Add it to your LinkedIn profile
  • 💬 Personal AI tutor
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  • 🎧 Audio version included
    Learn on the go — no screen needed
  • ♾️ Lifetime access
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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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PickAClass
Skills profile · verifiable
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Certificate of Mastery
This certifies that
Name Surname
has successfully demonstrated mastery of
Python Data Analysis: From Setup to Visual Dashboards
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 Data Analysis: From Setup to Visual Dashboards
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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