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About the course
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Curriculum
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1
Start Here
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(Included in full purchase)
Generative AI Engineering Course Program Overview
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Arcitura Generative AI Engineering Training & Certification Guide
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Generative AI Engineering Master Symbol Legend Poster
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(Included in full purchase)
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2
Module 10: Fundamental Generative AI Engineering
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Module 10 Overview
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Module 10 Mind Map Poster
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Lesson 1: Neural Network Basics
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Exercise 10.1
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Lesson 2: Common Activation Functions for Generative Neural Networks
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Exercise 10.2
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Lesson 3: Step-by-Step Scenarios: Simple Generative Neural Networks
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Lesson 4: Fundamental Generative Neural Network Architectures
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Lesson 5: Adversarial Generative Neural Network Architectures
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Lesson 6: Sequence Generative Neural Network Architectures
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Exercise 10.3
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Lesson 7: Training Generative Models
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Lesson 8: Generative Adversarial Network (GAN) Sample Training Loop
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Lesson 9: Variational Autoencoder (VAE) Sample Training Loop
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Lesson 10: Transformer Sample Training Loop
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Exercise 10.4
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3
Module 11: Advanced Generative AI Engineering
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Module 11 Overview
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Module 11 Mind Map Poster
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Lesson 1: Data Preparation & Encoding Techniques
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Exercise 11.1
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Lesson 2: Model Exploration & Steering Techniques
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Exercise 11.2
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Lesson 3: Model Development & Refinement Techniques
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Exercise 11.3
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Lesson 4: Model Evaluation & Maintenance Techniques
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Exercise 11.4
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4
Module 12: Generative AI Engineering Lab
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Module 12 Overview
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Reading Exercise 12.1: Case Study: GLN Energy (~10 minutes)
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Lab Exercise 12.2: Optimizing Data Representation for Technical Logs (~30 minutes)
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Lab Exercise 12.2: Optimizing Data Representation for Technical Logs Worksheets
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Lab Exercise 12.2: Optimizing Data Representation for Technical Logs Answer
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Lab Exercise 12.3: Customizing and Steering the Generative Model (~30 minutes)
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Lab Exercise 12.3: Customizing and Steering the Generative Model Worksheets
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Lab Exercise 12.3: Customizing and Steering the Generative Model Answer
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Lab Exercise 12.4: Deployment and Field Usage Evaluation (~30 minutes)
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Lab Exercise 12.4: Deployment and Field Usage Evaluation Worksheets
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Lab Exercise 12.4: Deployment and Field Usage Evaluation Answer
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Reading Exercise 12.5: Case Study: YX2 Studios (~10 minutes)
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Lab Exercise 12.6: Refining the Visual Creative Workflow (~30 minutes)
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Lab Exercise 12.6: Refining the Visual Creative Workflow Worksheets
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Lab Exercise 12.6: Refining the Visual Creative Workflow Answer
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Lab Exercise 12.7: Aligning AI Copy with Brand Voice (~30 minutes)
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Lab Exercise 12.7: Aligning AI Copy with Brand Voice Worksheets
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Lab Exercise 12.7: Aligning AI Copy with Brand Voice Answer
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Lab Exercise 12.8: Specializing and Deploying for Client Pitches (~30 minutes)
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Lab Exercise 12.8: Specializing and Deploying for Client Pitches Worksheets
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Lab Exercise 12.8: Specializing and Deploying for Client Pitches Answer
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Reading Exercise 12.9: Case Study: ASECT Research Group (~15 minutes)
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Lab Exercise 12.10: Multi-Layered Problem (~75 minutes)
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Lab Exercise 12.10: Multi-Layered Problem Worksheets
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Lab Exercise 12.10: Multi-Layered Problem Answer
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Supplement: Module 12 Mind Map Poster
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5
Add-Ons
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Instructor-Led Training
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Virtual Coaching
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Printed Course Materials
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What people are saying
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