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Mammoth Club All levels 6 sections 12 lectures

Image Processing with Python, Seaborn, NumPy and Matplotlib Data Visualization

Learn how to transform raw image data and bring your data stories to life using Python’s most powerful visualization and numerical tools. This course gives you practical, hands-on experience in both image manipulation and high-quality data presentation—perfect for analysts, developers, and aspiring data scientists.

01
Skill level
All levels
02
Sections
6
03
Lectures
12
04
Instructor
John Bura
What's inside

This course includes.

6
Sections
12
Lectures
11
Resources
12
Quizzes
Certificate of completion
Included
Mobile and desktop access
Included
AI learning assistance
Included
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Course content

Curriculum & lectures.

6 sections · 12 lectures
+ Welcome! 1 lecture
Submit a Question/Feedback Locked
+ 01 Advanced Dataset Manipulation with Numpy 2 lectures
01 Advanced Dataset Manipulation with Numpy Demo Locked
Source Files Locked
+ 02 Image Manipulation with Numpy 2 lectures
01 Image Manipulation with Numpy Demo Locked
Source files Locked
+ 03 Advanced Data Visualization with Pyplot 3 lectures
01a Advanced Data Visualization with Pyplot Demo Locked
01b Advanced Data Visualization with Pyplot Demo Locked
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+ 04 Data Visualization with Seaborn 2 lectures
01 Data Visualization with Seaborn Demo Locked
Source Files Locked
+ 05 Visualize Probability Distributions 2 lectures
01 Visualize Probability Distributions Demo Locked
Source Files Locked
Description

About this course.

✅ Use NumPy to manipulate pixel data, apply filters, and transform images mathematically

✅ Perform image slicing, channel separation, reshaping, and normalization with NumPy arrays

✅ Visualize image data using PyPlot—plot histograms, color channels, and pixel distributions

✅ Create stunning, publication-ready charts and heatmaps with Seaborn

✅ Design insightful visuals: line charts, bar plots, box plots, scatter plots, correlation maps, and more

✅ Understand best practices for color palettes, chart aesthetics, and effective layout

✅ Combine image data and statistical insights into clear, visual narratives for reports and dashboards

✅ Apply techniques to real-world datasets and image files for complete project workflows


🎓 Get everything you need—lifetime access, code files, real-time coding assessments, and interactive quizzes.


If you're ready to merge image processing with impactful data storytelling, this course is your perfect starting point. Enroll now and turn raw data into visual intelligence.

Instructors

Taught by people who ship.

John Bura

John Bura

Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.

Ready to start building?

Learn how to transform raw image data and bring your data stories to life using Python’s most powerful visualization and numerical tools. This course gives you practical, hands-on experience in both image manipulation and high-quality data presentation—perfect for analysts, developers, and aspiring data scientists.

Buy lifetime access →