Mathematical Functions and Python Plotting for Beginners — PickAClass
⏱ 2h 48m 📚 28 lessons

Mathematical Functions and Python Plotting for Beginners

Learn to reconstruct function equations from graphs and data points while mastering programmatic visualization with Python.

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About this course

Understanding how mathematical functions relate to visual graphs is a fundamental skill in data analysis and technical computing. This course bridges the gap between algebraic equations, geometric properties, and Python code. You will start with core mathematical concepts—such as slope, intercepts, and coordinate points—and learn how to determine function formulas directly from graph features. Then, you will transition into writing clean Python code to plot linear, quadratic, and polynomial functions programmatically. What you'll learn: Understand foundational mathematical concepts including slope, intercepts, and coordinate systems. Reconstruct linear and non-linear function equations from given points and slopes. Plot mathematical functions using modern Python libraries such as Matplotlib and NumPy. Apply standard plotting workflows to customize axes, labels, grids, and line styles. Analyze algebraic relationships through structured text explanations and code snippets. The course begins with essential definitions and theoretical foundations before moving into practical code implementations. Designed for beginners in math and programming, this material assumes no advanced prerequisites. Start reading today to master function analysis and Python plotting.

What you'll get

  • 📜 Certificate of completion
    Add it to your LinkedIn profile
  • 💬 Personal AI tutor
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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 48m 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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has successfully demonstrated mastery of
Mathematical Functions and Python Plotting for Beginners
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1.4 hrs
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Mathematical Functions and Python Plotting for Beginners
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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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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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