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BMA: AI Strategy & Digital Transformation
Advanced Generative AI Applications
Curriculum
1 Section
50 Lessons
30 hours
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Unit 4 — Advanced Generative AI Applications
50
1.1
Rethinking Your Creative Processes to Better Leverage GenAI
20 mins
1.2
Creative Collaboration: Partnering with AI for Innovative Solutions
20 mins
1.3
Ask for Iterations
20 mins
1.4
1.5 Conclusion
20 mins
1.5
2.5 Conclusion
20 mins
1.6
3.5 Feature Engineering
20 mins
1.7
4.5 Hybrid Modeling: Combining Generative and Discriminative Models
20 mins
1.8
5.5 Conclusions
20 mins
1.9
6.5 Variational Autoencoder (VAE)
20 mins
1.10
7.5 Coupling Flows
20 mins
1.11
8.5 Wasserstein GAN (WGAN)
20 mins
1.12
9.5 Experiment Results
20 mins
1.13
10.5 Customizing Your LLM: Adapting Models to Your Needs
20 mins
1.14
Checking Out Practical Uses of GenAI
20 mins
1.15
Avoiding Common Prompting Pitfalls
20 mins
1.16
Repurposing Content with GenAI
20 mins
1.17
Writing Books with GenAI
20 mins
1.18
Crafting Logos and Slogans
20 mins
1.19
Ensuring Coherence and Concision in Multi-Author Content
20 mins
1.20
Breaking the Block: AI Techniques to Overcome Creative Barriers
20 mins
1.21
Incorporate Logic and Reasoning
20 mins
1.22
2.6 Exercises
20 mins
1.23
3.6 Conclusion
20 mins
1.24
4.6 Taxonomy of Generative Models
20 mins
1.25
6.6 VAEs for Sequential Data and Time Series
20 mins
1.26
7.6 Autoregressive Flows
20 mins
1.27
8.6 Extending GANs for Time Series
20 mins
1.28
9.6 Conclusion
20 mins
1.29
10.6 Conclusions
20 mins
1.30
Separating Gen AI Fact from Fiction
20 mins
1.31
Creating Social Media Content
20 mins
1.32
Optimizing Keywords and Phrases (SEO) with GenAI for Better Search Rankings
20 mins
1.33
Customized Creativity: Tailoring AI to Your Artistic Style
20 mins
1.34
Sequence Your Prompts
20 mins
1.35
1 Computing Next-day’s Return
20 mins
1.36
4.7 Conclusion
20 mins
1.37
6.7 Conclusion
20 mins
1.38
7.7 Continuous Normalizing Flows
20 mins
1.39
8.7 Conclusion
20 mins
1.40
Pitfalls and Pitstops
20 mins
1.41
Visualizing the Unseen: Using AI to Generate New Art Forms
20 mins
1.42
Reference Past Interactions
20 mins
1.43
2 Uploading the Fama-French Factors
20 mins
1.44
7.8 Modeling Financial Time Series with Flow Models
20 mins
1.45
The Idea Incubator: GenAI as a Brainstorming Partner
20 mins
1.46
Be Explicit About Style
20 mins
1.47
3 Combining Fama-French Factors with Next-day’s Returns
20 mins
1.48
7.9 Conclusion
20 mins
1.49
From Data to Art: Transforming Numbers into Narratives with AI
20 mins
1.50
Use Meta-Prompts
20 mins
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