Advanced Techniques in Creative Coding
( 20 Modules )

Module #1
Introduction to Advanced Creative Coding
Overview of the course, expectations, and prerequisites

Module #2
Generative Art with Noise Functions
Using Perlin noise and other noise functions to create organic, natural-looking patterns

Module #3
Fractal Geometry and Self-Similarity
Exploring the mathematical concepts of fractals and implementing them in code

Module #4
Physics-Based Animation
Simulating physical systems and usingVerlet integration for realistic motion

Module #5
Data Visualization with D3.js
Using the D3.js library to create interactive, web-based data visualizations

Module #6
Audio Signal Processing with Web Audio API
Analyzing and generating sound with the Web Audio API

Module #7
Machine Learning for Generative Art
Introduction to machine learning concepts and using TensorFlow.js for generative art

Module #8
Neural Networks and Style Transfer
Implementing style transfer using neural networks and convolutional neural networks

Module #9
Computer Vision and Object Detection
Using OpenCV and machine learning for object detection and tracking

Module #10
Advanced WebGL and Three.js
Optimizing performance and using advanced features in Three.js

Module #11
Shaders and Materials
Writing custom shaders and using materials in Three.js

Module #12
Real-Time Rendering and Post-Processing
Techniques for real-time rendering and post-processing effects in Three.js

Module #13
Interactive Installations and Sensors
Using sensors and cameras to create interactive installations

Module #14
WebVR and AR Fundamentals
Introduction to WebVR and AR, including setting up a development environment

Module #15
Advanced WebVR and AR Techniques
Using AR.js and A-Frame to create immersive experiences

Module #16
Optimization and Performance Techniques
Optimizing code for performance and using profiling tools

Module #17
Creative Coding for Social Impact
Using creative coding for social good, including accessibility and ethical considerations

Module #18
Final Project Development and Portfolio Building
Guided development of a final project and building a portfolio

Module #19
Advanced Topics in Creative Coding
Exploring cutting-edge topics, including AI-generated art and neural style transfer

Module #20
Course Wrap-Up & Conclusion
Planning next steps in Advanced Techniques in Creative Coding career

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Advanced Techniques in Creative Coding ( 20 Modules )

Advanced Techniques in Creative Coding
( 20 Modules )