## Lesson 00, Section 0 Notes about the Demonstrations and Exercises

**Important**: The demonstration videos in this course show creating and using the

**dmnn41**folder in SAS Enterprise Miner. You must name your folder

**dmnn51**, as shown in the

**Demo Steps**. To view the steps, click the

**Open Demo Steps**button in the Transcript area.

Open a printable PDF with notes about the demonstrations and exercises in this course.

## Neural Network Modeling

Lesson 01, Section 2 Demo: Nonlinear Regression, Part 1

## Neural Network Modeling

Lesson 01, Section 2 Demo: Nonlinear Regression, Part 2

## Neural Network Modeling

Lesson 01, Section 2 Demo: Nonparametric Regression

## Neural Network Modeling

Lesson 01, Section 3 Demo: Two-Spirals Problem

## Neural Network Modeling

Lesson 02, Section 1 Demo: Modeling Assorted Target Distributions, Part 1

## Neural Network Modeling

Lesson 02, Section 1 Demo: Modeling Assorted Target Distributions, Part 2

## Neural Network Modeling

Lesson 02, Section 2 Demo: Compositional Data, Part 1

## Neural Network Modeling

Lesson 02, Section 2 Demo: Compositional Data, Part 2

## Neural Network Modeling

Lesson 02, Section 3 Demo: Plotting Basis Functions

## Neural Network Modeling

Lesson 03, Section 1 Demo: Early Stopping, Part 1

## Neural Network Modeling

Lesson 03, Section 1 Demo: Early Stopping, Part 2

## Neural Network Modeling

Lesson 03, Section 2 Demo: Robust Networks

## Neural Network Modeling

Lesson 03, Section 3 Demo: Training Tracks

## Neural Network Modeling

Lesson 04, Section 1 Demo: Linear Perceptrons Using PROC NEURAL

## Neural Network Modeling

Lesson 04, Section 2 Demo: Variable Importance

## Neural Network Modeling

Lesson 04, Section 2 Demo: Sensitivity-Based Pruning

## Neural Network Modeling

Lesson 04, Section 3 Demo: Sequential Network Construction

## Neural Network Modeling

Lesson 04, Section 5 Demo: Mini-Batch Gradient Descent, Part 1

## Neural Network Modeling

Lesson 04, Section 5 Demo: Mini-Batch Gradient Descent, Part 2

## Neural Network Modeling

Lesson 05, Section 1 Demo: Implementing a Time Delay Neural Network, Part 1

## Neural Network Modeling

Lesson 05, Section 1 Demo: Implementing a Time Delay Neural Network, Part 2

## Neural Network Modeling

Lesson 05, Section 2 Demo: Interpreting a Neural Network with a Continuous Target

## Neural Network Modeling

Lesson 05, Section 2 Self-Study Demo: Interpreting a Neural Network with a Categorical Target

To learn how to interpret a neural network with a categorical target, click

**Open Self-Study**and perform the steps in the self-study document.