AI Art Revolution - Train Neural Networks to Create Masterful Illustrations with Python
Created by John Bura
01
Skill level
All levels
02
Sections
8
03
Lectures
30
04
Instructor
John Bura
What's inside
This course includes.
✓
8
Sections
✓
30
Lectures
✓
34
Resources
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
Unlock all courses with our Subscription Bundle! Get unlimited access to entire course library, books and assets. Learn more and subscribe today!
Course content
Curriculum & lectures.
+ 01 Machine Learning Fundamentals 5 lectures
01 What is Machine Learning
Locked
02 What is Deep Learning
Locked
03 What is a Neural Network
Locked
04 What is Unsupervised Learning
Locked
05 Build Models On The Web
Locked
+ 02 Collect and Process Data 5 lectures
01 Load Drawings Dataset
Locked
02 Label Data
Locked
03 Build A Training Dataset
Locked
04 Visualize Dataset
Locked
05 Batch And Shuffle Data
Locked
+ 03 Build a Generative Neural Network 2 lectures
01 Build A Generator
Locked
02 Generate Noise
Locked
+ 03a Generative Neural Network Fundamentals 8 lectures
01 What Is A Generative Neural Network
Locked
02 What Is A Convolutional Neural Network
Locked
03 How To Build A Convolutional Neural Network
Locked
04 How To Build A Dense Layer
Locked
05 How To Build A Batch Normalization Layer
Locked
06 Leaky ReLu Activation Function
Locked
07 Transposed Convolution Layer
Locked
08 Hyperbolic Tangent (TanH) Activation Function
Locked
+ 04 Build a Discriminator Neural Network 2 lectures
00 How Do You Build a Discriminator
Locked
01 Build a Discriminator
Locked
+ 05 Evaluate the Model's Performance 4 lectures
00 Performance of a Machine Learning Algorithm
Locked
01 Calculate Loss
Locked
02 Assign Optimizers
Locked
02a What is the Adam Optimizer
Locked
+ 06 Train the Model to Draw 3 lectures
01 Build a Training Step
Locked
02 Train the Model
Locked
03 Visualize Training
Locked
+ 07 Test the Model's Drawing Ability 1 lecture
01 Test the Model
Locked
Instructors
Taught by people who ship.
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?
Join Mammoth Club and move through the course with structured lessons, previews, and certificates.