1. Discover Neural Designer

• What is Neural Designer?
• Neural Designer components
• Neural Designer features
• Neural Designer unique features

2. Installation guide

• Use Neural Designer without an Internet connection
• Use Neural Designer in the cloud with Amazon Web Services (AWS) 

3. Quick start tutorial

• Build a neural network model in 7 steps

4. Machine learning use cases

• Industry
• Energy and utilities
• Healthcare
• Finance

5. Machine learning tutorial

• Introduction 
• Types of models
• Data set
• Neural network
• Training strategy
• Model selection
• Testing analysis
• Model deployment

6. Machine Learning Examples

• Industry
• Energy and utilities
• Healthcare
• Finance
• Environment
• Physics

7. Advanced topics

• What is advanced analytics?
• Types of neural networks models
• The modeling process with neural networks
• Mathematics of artificial intelligence
• How is a data set for machine learning
• Types and uses of variables in machine learning
• Training, validation, and testing samples in machine learning
• Handle missing values in the data set
• 3 methods to treat outliers in machine learning
• Understand the perceptron neuron model
• 5 algorithms to train Neural Network
• Feature selection algorithms
• Genetic algorithm for feature selection
• 6 testing methods for binary classification models
• Neural Designer model in Microsoft Power BI
• Export Neural Designer to python language

8. FAQ and support

• Frequently Asked Questions (FAQ)
• Official support

9. Additional resources

• Video Tutorials YouTube channel
• Books and Publications: Scientific research