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BMA: AI Strategy & Digital Transformation
Foundations of Generative AI for Business
Curriculum
1 Section
51 Lessons
30 hours
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Unit 1 — Foundations of Generative AI for Business
51
1.1
So, What Exactly Is Generative AI?
20 mins
1.2
First Things First: What Is a Prompt?
20 mins
1.3
Exploring Human-AI Partnerships in Creative Fields
20 mins
1.4
Identifying Key Players and Evaluating GenAI Providers
20 mins
1.5
GenAI as Writing Assistant
20 mins
1.6
GenAI’s Shame That No One Is Talking About
20 mins
1.7
Writing Academic Papers with GenAI Assistance
20 mins
1.8
Tailoring GenAI to Produce Content for Specialized Fields
20 mins
1.9
Getting Better Results by Combining Different Types of AI
20 mins
1.10
Getting Ready to Create with GenAI
20 mins
1.11
Getting to the Point with GenAI-Powered Summarization
20 mins
1.12
Evaluating AI Models in Terms of Your Specific Needs
20 mins
1.13
Discovering the Difference Enterprise-Level AI Tools Make
20 mins
1.14
Capturing Inspiration and Cashing In: A Case Study
20 mins
1.15
Achieving Originality and Excellence in GenAI-Generated Content
20 mins
1.16
Are We Humans Becoming Obsolete?
20 mins
1.17
Unleashing Your Inner Artist: Exploring the Power of AI Play
20 mins
1.18
Leverage Keywords
20 mins
1.19
1.1 Retrieving Historical Market Data
20 mins
1.20
2.1 Creating Codes from a Strategy Specification
20 mins
1.21
3.1 Unsupervised Learning
20 mins
1.22
4.1 Why Generative Models
20 mins
1.23
5.1 Representation Complexity
20 mins
1.24
6.1 Introduction
20 mins
1.25
7.1 Introduction
20 mins
1.26
8.1 Introduction
20 mins
1.27
9.1 Sentiment Analysis in Fed Press Conference Speeches Using Large Language Models
20 mins
1.28
10.1 Introduction
20 mins
1.29
11.1 Diffusion Models
20 mins
1.30
A.1 Retrieving Adjusted Closing Prices and Computing Daily Returns
20 mins
1.31
A.2 Installing Python
20 mins
1.32
A.3 Plotting the Risk-free-rate over the Years
20 mins
1.33
A.4 Computing the Sharpe Ratio of SPY
20 mins
1.34
A.5 Matlab Code for Computing Efficient Frontier and Finding the Tangency Portfolio
20 mins
1.35
What Is AI?
20 mins
1.36
What Is Discriminative AI?
20 mins
1.37
What Is Generative AI?
20 mins
1.38
Note
20 mins
1.39
Why Generative Models?
20 mins
1.40
From Birth to Maturity: Tracing the Development of Generative Models
20 mins
1.41
GANs: The Era of Modern Generative AI Begins
20 mins
1.42
From Pixels to Perfection: The Evolution of AI Image Generation
20 mins
1.43
A Crucial Tech Disruption: Text Generation
20 mins
1.44
Tech Triumphs in Text Generation
20 mins
1.45
Notes
20 mins
1.46
Foundational and Specialized AI Models, and the Question of Open Source vs. Closed Source
20 mins
1.47
Application Fields
20 mins
1.48
The Untapped Potential of Generative AI
20 mins
1.49
Notes
20 mins
1.50
The Growth Pattern of New Technologies—The S‐Curve
20 mins
1.51
Technological Convergence
20 mins
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