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diff --git a/manuscript/1-VIDEO-Summary-of-This-Course.md b/manuscript/1-VIDEO-Summary-of-This-Course.md
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+# 1 VIDEO Summary of This Course
+
+{type: iframe, title:1 VIDEO Summary of This Course, width:800, height:600, poster:resources/chapt_screen_images/video-summary-of-this-course.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-summary-of-this-course.html)
+
+
+
diff --git a/manuscript/10-VIDEO-Real-Life-Possibilities.md b/manuscript/10-VIDEO-Real-Life-Possibilities.md
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+# 10 VIDEO Real Life Possibilities
+
+{type: iframe, title:10 VIDEO Real Life Possibilities, width:800, height:600, poster:resources/chapt_screen_images/video-real-life-possibilities.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-real-life-possibilities.html)
+
+
+
diff --git a/manuscript/11-What-Is-Possible.md b/manuscript/11-What-Is-Possible.md
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+# 11 What Is Possible
+
+{type: iframe, title:11 What Is Possible, width:800, height:600, poster:resources/chapt_screen_images/what-is-possible.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/what-is-possible.html)
+
+
+
diff --git a/manuscript/12-VIDEO-What-Is-Possible.md b/manuscript/12-VIDEO-What-Is-Possible.md
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+# 12 VIDEO What Is Possible
+
+{type: iframe, title:12 VIDEO What Is Possible, width:800, height:600, poster:resources/chapt_screen_images/video-what-is-possible.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-what-is-possible.html)
+
+
+
diff --git a/manuscript/13-VIDEO-What-Is-NOT-Possible.md b/manuscript/13-VIDEO-What-Is-NOT-Possible.md
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+# 13 VIDEO What Is NOT Possible
+
+{type: iframe, title:13 VIDEO What Is NOT Possible, width:800, height:600, poster:resources/chapt_screen_images/video-what-is-not-possible.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-what-is-not-possible.html)
+
+
+
diff --git a/manuscript/14-Ground-Rules-for-AI.md b/manuscript/14-Ground-Rules-for-AI.md
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+# 14 Ground Rules for AI
+
+{type: iframe, title:14 Ground Rules for AI, width:800, height:600, poster:resources/chapt_screen_images/ground-rules-for-ai.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/ground-rules-for-ai.html)
+
+
+
diff --git a/manuscript/15-VIDEO-Knowing-the-Ground-Rules.md b/manuscript/15-VIDEO-Knowing-the-Ground-Rules.md
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+# 15 VIDEO Knowing the Ground Rules
+
+{type: iframe, title:15 VIDEO Knowing the Ground Rules, width:800, height:600, poster:resources/chapt_screen_images/video-knowing-the-ground-rules.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-knowing-the-ground-rules.html)
+
+
+
diff --git a/manuscript/16-Introduction-to-Avoiding-AI-Harm.md b/manuscript/16-Introduction-to-Avoiding-AI-Harm.md
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+# 16 Introduction to Avoiding AI Harm
+
+{type: iframe, title:16 Introduction to Avoiding AI Harm, width:800, height:600, poster:resources/chapt_screen_images/introduction-to-avoiding-ai-harm.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/introduction-to-avoiding-ai-harm.html)
+
+
+
diff --git a/manuscript/17-Societal-Impact.md b/manuscript/17-Societal-Impact.md
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+# 17 Societal Impact
+
+{type: iframe, title:17 Societal Impact, width:800, height:600, poster:resources/chapt_screen_images/societal-impact.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/societal-impact.html)
+
+
+
diff --git a/manuscript/18-VIDEO-Effective-use-of-Training-and-Testing-data.md b/manuscript/18-VIDEO-Effective-use-of-Training-and-Testing-data.md
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+# 18 VIDEO Effective use of Training and Testing data
+
+{type: iframe, title:18 VIDEO Effective use of Training and Testing data, width:800, height:600, poster:resources/chapt_screen_images/video-effective-use-of-training-and-testing-data.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-effective-use-of-training-and-testing-data.html)
+
+
+
diff --git a/manuscript/19-Effective-use-of-Training-and-Testing-data.md b/manuscript/19-Effective-use-of-Training-and-Testing-data.md
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+# 19 Effective use of Training and Testing data
+
+{type: iframe, title:19 Effective use of Training and Testing data, width:800, height:600, poster:resources/chapt_screen_images/effective-use-of-training-and-testing-data.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/effective-use-of-training-and-testing-data.html)
+
+
+
diff --git a/manuscript/2-Introduction.md b/manuscript/2-Introduction.md
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+# 2 Introduction
+
+{type: iframe, title:2 Introduction, width:800, height:600, poster:resources/chapt_screen_images/introduction.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/introduction.html)
+
+
+
diff --git a/manuscript/20-Algorithm-considerations.md b/manuscript/20-Algorithm-considerations.md
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+# 20 Algorithm considerations
+
+{type: iframe, title:20 Algorithm considerations, width:800, height:600, poster:resources/chapt_screen_images/algorithm-considerations.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/algorithm-considerations.html)
+
+
+
diff --git a/manuscript/21-Adherence-practices.md b/manuscript/21-Adherence-practices.md
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+# 21 Adherence practices
+
+{type: iframe, title:21 Adherence practices, width:800, height:600, poster:resources/chapt_screen_images/adherence-practices.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/adherence-practices.html)
+
+
+
diff --git a/manuscript/22-Consent-and-AI.md b/manuscript/22-Consent-and-AI.md
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+# 22 Consent and AI
+
+{type: iframe, title:22 Consent and AI, width:800, height:600, poster:resources/chapt_screen_images/consent-and-ai.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/consent-and-ai.html)
+
+
+
diff --git a/manuscript/23-IDARE-and-AI.md b/manuscript/23-IDARE-and-AI.md
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+# 23 IDARE and AI
+
+{type: iframe, title:23 IDARE and AI, width:800, height:600, poster:resources/chapt_screen_images/idare-and-ai.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/idare-and-ai.html)
+
+
+
diff --git a/manuscript/24-Ethical-process.md b/manuscript/24-Ethical-process.md
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+# 24 Ethical process
+
+{type: iframe, title:24 Ethical process, width:800, height:600, poster:resources/chapt_screen_images/ethical-process.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/ethical-process.html)
+
+
+
diff --git a/manuscript/25-VIDEO-Introduction-to-Determining-AI-Needs-Video.md b/manuscript/25-VIDEO-Introduction-to-Determining-AI-Needs-Video.md
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+# 25 VIDEO Introduction to Determining AI Needs Video
+
+{type: iframe, title:25 VIDEO Introduction to Determining AI Needs Video, width:800, height:600, poster:resources/chapt_screen_images/video-introduction-to-determining-ai-needs-video.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-introduction-to-determining-ai-needs-video.html)
+
+
+
diff --git a/manuscript/26-Introduction-to-Determining-AI-Needs.md b/manuscript/26-Introduction-to-Determining-AI-Needs.md
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+# 26 Introduction to Determining AI Needs
+
+{type: iframe, title:26 Introduction to Determining AI Needs, width:800, height:600, poster:resources/chapt_screen_images/introduction-to-determining-ai-needs.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/introduction-to-determining-ai-needs.html)
+
+
+
diff --git a/manuscript/27-VIDEO:-What-are-the-Components-of-AI.md b/manuscript/27-VIDEO:-What-are-the-Components-of-AI.md
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+# 27 VIDEO: What are the Components of AI
+
+{type: iframe, title:27 VIDEO: What are the Components of AI, width:800, height:600, poster:resources/chapt_screen_images/video-what-are-the-components-of-ai.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-what-are-the-components-of-ai.html)
+
+
+
diff --git a/manuscript/28-What-are-the-components-of-AI?.md b/manuscript/28-What-are-the-components-of-AI?.md
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+# 28 What are the components of AI?
+
+{type: iframe, title:28 What are the components of AI?, width:800, height:600, poster:resources/chapt_screen_images/what-are-the-components-of-ai.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/what-are-the-components-of-ai.html)
+
+
+
diff --git a/manuscript/29-VIDEO:-Determining-your-AI-needs.md b/manuscript/29-VIDEO:-Determining-your-AI-needs.md
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+# 29 VIDEO: Determining your AI needs
+
+{type: iframe, title:29 VIDEO: Determining your AI needs, width:800, height:600, poster:resources/chapt_screen_images/video-determining-your-ai-needs.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-determining-your-ai-needs.html)
+
+
+
diff --git a/manuscript/3-Introduction-to-AI-Possibilities.md b/manuscript/3-Introduction-to-AI-Possibilities.md
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+# 3 Introduction to AI Possibilities
+
+{type: iframe, title:3 Introduction to AI Possibilities, width:800, height:600, poster:resources/chapt_screen_images/introduction-to-ai-possibilities.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/introduction-to-ai-possibilities.html)
+
+
+
diff --git a/manuscript/30-Determining-your-AI-needs.md b/manuscript/30-Determining-your-AI-needs.md
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+# 30 Determining your AI needs
+
+{type: iframe, title:30 Determining your AI needs, width:800, height:600, poster:resources/chapt_screen_images/determining-your-ai-needs.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/determining-your-ai-needs.html)
+
+
+
diff --git a/manuscript/31-VIDEO:-Customized-Knowledge-for-AI.md b/manuscript/31-VIDEO:-Customized-Knowledge-for-AI.md
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+# 31 VIDEO: Customized Knowledge for AI
+
+{type: iframe, title:31 VIDEO: Customized Knowledge for AI, width:800, height:600, poster:resources/chapt_screen_images/video-customized-knowledge-for-ai.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-customized-knowledge-for-ai.html)
+
+
+
diff --git a/manuscript/32-Customized-Knowledge-for-AI.md b/manuscript/32-Customized-Knowledge-for-AI.md
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+# 32 Customized Knowledge for AI
+
+{type: iframe, title:32 Customized Knowledge for AI, width:800, height:600, poster:resources/chapt_screen_images/customized-knowledge-for-ai.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/customized-knowledge-for-ai.html)
+
+
+
diff --git a/manuscript/33-VIDEO:-Customized-Security-for-AI.md b/manuscript/33-VIDEO:-Customized-Security-for-AI.md
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+# 33 VIDEO: Customized Security for AI
+
+{type: iframe, title:33 VIDEO: Customized Security for AI, width:800, height:600, poster:resources/chapt_screen_images/video-customized-security-for-ai.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-customized-security-for-ai.html)
+
+
+
diff --git a/manuscript/34-Customized-Security-for-AI.md b/manuscript/34-Customized-Security-for-AI.md
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+# 34 Customized Security for AI
+
+{type: iframe, title:34 Customized Security for AI, width:800, height:600, poster:resources/chapt_screen_images/customized-security-for-ai.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/customized-security-for-ai.html)
+
+
+
diff --git a/manuscript/35-VIDEO:-Customized-Interface-for-AI.md b/manuscript/35-VIDEO:-Customized-Interface-for-AI.md
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+# 35 VIDEO: Customized Interface for AI
+
+{type: iframe, title:35 VIDEO: Customized Interface for AI, width:800, height:600, poster:resources/chapt_screen_images/video-customized-interface-for-ai.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-customized-interface-for-ai.html)
+
+
+
diff --git a/manuscript/36-Customized-Interfaces-for-AI.md b/manuscript/36-Customized-Interfaces-for-AI.md
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+# 36 Customized Interfaces for AI
+
+{type: iframe, title:36 Customized Interfaces for AI, width:800, height:600, poster:resources/chapt_screen_images/customized-interfaces-for-ai.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/customized-interfaces-for-ai.html)
+
+
+
diff --git a/manuscript/37-VIDEO:-Evaluating-your-customized-AI-tool.md b/manuscript/37-VIDEO:-Evaluating-your-customized-AI-tool.md
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+# 37 VIDEO: Evaluating your customized AI tool
+
+{type: iframe, title:37 VIDEO: Evaluating your customized AI tool, width:800, height:600, poster:resources/chapt_screen_images/video-evaluating-your-customized-ai-tool.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-evaluating-your-customized-ai-tool.html)
+
+
+
diff --git a/manuscript/38-Evaluating-your-customized-AI-tool.md b/manuscript/38-Evaluating-your-customized-AI-tool.md
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+# 38 Evaluating your customized AI tool
+
+{type: iframe, title:38 Evaluating your customized AI tool, width:800, height:600, poster:resources/chapt_screen_images/evaluating-your-customized-ai-tool.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/evaluating-your-customized-ai-tool.html)
+
+
+
diff --git a/manuscript/39-Introduction-to-AI-Policy.md b/manuscript/39-Introduction-to-AI-Policy.md
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+# 39 Introduction to AI Policy
+
+{type: iframe, title:39 Introduction to AI Policy, width:800, height:600, poster:resources/chapt_screen_images/introduction-to-ai-policy.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/introduction-to-ai-policy.html)
+
+
+
diff --git a/manuscript/4-VIDEO-What-Is-AI.md b/manuscript/4-VIDEO-What-Is-AI.md
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+# 4 VIDEO What Is AI
+
+{type: iframe, title:4 VIDEO What Is AI, width:800, height:600, poster:resources/chapt_screen_images/video-what-is-ai.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-what-is-ai.html)
+
+
+
diff --git a/manuscript/40-Building-a-team-to-guide-your-AI-use.md b/manuscript/40-Building-a-team-to-guide-your-AI-use.md
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+# 40 Building a team to guide your AI use
+
+{type: iframe, title:40 Building a team to guide your AI use, width:800, height:600, poster:resources/chapt_screen_images/building-a-team-to-guide-your-ai-use.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/building-a-team-to-guide-your-ai-use.html)
+
+
+
diff --git a/manuscript/41-VIDEO-Building-a-team-to-guide-your-AI-use.md b/manuscript/41-VIDEO-Building-a-team-to-guide-your-AI-use.md
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+# 41 VIDEO Building a team to guide your AI use
+
+{type: iframe, title:41 VIDEO Building a team to guide your AI use, width:800, height:600, poster:resources/chapt_screen_images/video-building-a-team-to-guide-your-ai-use.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-building-a-team-to-guide-your-ai-use.html)
+
+
+
diff --git a/manuscript/42-AI-Acts,-Orders,-and-Policies.md b/manuscript/42-AI-Acts,-Orders,-and-Policies.md
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+# 42 AI Acts, Orders, and Policies
+
+{type: iframe, title:42 AI Acts, Orders, and Policies, width:800, height:600, poster:resources/chapt_screen_images/ai-acts-orders-and-policies.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/ai-acts-orders-and-policies.html)
+
+
+
diff --git a/manuscript/43-VIDEO-AI-Acts,-Orders,-and-Policies.md b/manuscript/43-VIDEO-AI-Acts,-Orders,-and-Policies.md
@@ -0,0 +1,7 @@
+# 43 VIDEO AI Acts, Orders, and Policies
+
+{type: iframe, title:43 VIDEO AI Acts, Orders, and Policies, width:800, height:600, poster:resources/chapt_screen_images/video-ai-acts-orders-and-policies.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-ai-acts-orders-and-policies.html)
+
+
+
diff --git a/manuscript/44-Other-Laws-That-Can-Apply-to-AI.md b/manuscript/44-Other-Laws-That-Can-Apply-to-AI.md
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+# 44 Other Laws That Can Apply to AI
+
+{type: iframe, title:44 Other Laws That Can Apply to AI, width:800, height:600, poster:resources/chapt_screen_images/other-laws-that-can-apply-to-ai.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/other-laws-that-can-apply-to-ai.html)
+
+
+
diff --git a/manuscript/45-VIDEO-Existing-Laws-That-Apply-to-AI.md b/manuscript/45-VIDEO-Existing-Laws-That-Apply-to-AI.md
@@ -0,0 +1,7 @@
+# 45 VIDEO Existing Laws That Apply to AI
+
+{type: iframe, title:45 VIDEO Existing Laws That Apply to AI, width:800, height:600, poster:resources/chapt_screen_images/video-existing-laws-that-apply-to-ai.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-existing-laws-that-apply-to-ai.html)
+
+
+
diff --git a/manuscript/46-Considerations-for-creating-an-AI-Policy.md b/manuscript/46-Considerations-for-creating-an-AI-Policy.md
@@ -0,0 +1,7 @@
+# 46 Considerations for creating an AI Policy
+
+{type: iframe, title:46 Considerations for creating an AI Policy, width:800, height:600, poster:resources/chapt_screen_images/considerations-for-creating-an-ai-policy.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/considerations-for-creating-an-ai-policy.html)
+
+
+
diff --git a/manuscript/47-VIDEO-Title!.md b/manuscript/47-VIDEO-Title!.md
@@ -0,0 +1,7 @@
+# 47 VIDEO Title!
+
+{type: iframe, title:47 VIDEO Title!, width:800, height:600, poster:resources/chapt_screen_images/video-title.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-title.html)
+
+
+
diff --git a/manuscript/48-References.md b/manuscript/48-References.md
@@ -0,0 +1,7 @@
+# 48 References
+
+{type: iframe, title:48 References, width:800, height:600, poster:resources/chapt_screen_images/references.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/references.html)
+
+
+
diff --git a/manuscript/5-What-Is-AI.md b/manuscript/5-What-Is-AI.md
@@ -0,0 +1,7 @@
+# 5 What Is AI
+
+{type: iframe, title:5 What Is AI, width:800, height:600, poster:resources/chapt_screen_images/what-is-ai.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/what-is-ai.html)
+
+
+
diff --git a/manuscript/6-VIDEO-How-AI-Works.md b/manuscript/6-VIDEO-How-AI-Works.md
@@ -0,0 +1,7 @@
+# 6 VIDEO How AI Works
+
+{type: iframe, title:6 VIDEO How AI Works, width:800, height:600, poster:resources/chapt_screen_images/video-how-ai-works.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-how-ai-works.html)
+
+
+
diff --git a/manuscript/7-How-AI-Works.md b/manuscript/7-How-AI-Works.md
@@ -0,0 +1,7 @@
+# 7 How AI Works
+
+{type: iframe, title:7 How AI Works, width:800, height:600, poster:resources/chapt_screen_images/how-ai-works.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/how-ai-works.html)
+
+
+
diff --git a/manuscript/8-VIDEO-Different-Types-of-AI.md b/manuscript/8-VIDEO-Different-Types-of-AI.md
@@ -0,0 +1,7 @@
+# 8 VIDEO Different Types of AI
+
+{type: iframe, title:8 VIDEO Different Types of AI, width:800, height:600, poster:resources/chapt_screen_images/video-different-types-of-ai.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/video-different-types-of-ai.html)
+
+
+
diff --git a/manuscript/9-Demystifying-Types-of-AI.md b/manuscript/9-Demystifying-Types-of-AI.md
@@ -0,0 +1,7 @@
+# 9 Demystifying Types of AI
+
+{type: iframe, title:9 Demystifying Types of AI, width:800, height:600, poster:resources/chapt_screen_images/demystifying-types-of-ai.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/demystifying-types-of-ai.html)
+
+
+
diff --git a/manuscript/About-the-Authors.md b/manuscript/About-the-Authors.md
@@ -0,0 +1,7 @@
+# About the Authors
+
+{type: iframe, title:About the Authors, width:800, height:600, poster:resources/chapt_screen_images/about-the-authors.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/about-the-authors.html)
+
+
+
diff --git a/manuscript/About-this-Course.md b/manuscript/About-this-Course.md
@@ -0,0 +1,7 @@
+# About this Course
+
+{type: iframe, title:About this Course, width:800, height:600, poster:resources/chapt_screen_images/index.png}
+![](https://hutchdatascience.org/AI_for_Decision_Makers/no_toc/index.html)
+
+
+