Lesson 00, Section 0 Notes about the Demonstrations and Exercises

Resources


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.

Lesson 01


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

Lesson 02


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

Lesson 03


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

Lesson 04


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

Lesson 05


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

Self Study


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.



Lesson 06


Neural Network Modeling
Lesson 06, Section 2 Demo: Comparing One- and Two-Layer Networks, Part 1


Neural Network Modeling
Lesson 06, Section 2 Demo: Comparing One- and Two-Layer Networks, Part 2