Milton (ENGL 220)

In this second lecture on Book Three of Paradise Lost, the dialogue between God and the Son in heaven is explored with particular attention paid to Milton's modification of the Calvinist theory of predestination. The terms and implications of Milton's attempt to justify the ways of God to man are considered. Milton's misgivings regarding the doctrine of the Trinity are examined, and the relationship between his theology and seventeenth-century political movements is expounded upon.

00:00 - Chapter 1. Introduction: Milton's Vindication of God
09:55 - Chapter 2. The Faculty of Free Will
25:52 - Chapter 3. A Dialogue in Heaven between Father and Son

Complete course materials are available at the Open Yale Courses website: http://open.yale.edu/courses

This course was recorded in Fall 2007.

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10.1 | Unlocking Medical Software Validation: Efficacy, FDA & Clinical Evaluation – Medical Software Course
Have you ever wondered what it takes to ensure medical software truly meets patient needs and performs reliably in a clinical setting? In this lesson, we conclude our exploration of the medical software lifecycle by delving into the critical process of validation. We'll uncover how validation goes beyond mere functionality, focusing on the software's ability to deliver clinically meaningful outcomes, guided by FDA principles of efficacy, safety, and security, with a special emphasis on proving efficacy through objective, quantitative criteria.

🎯 Learning Objectives
• Define software validation as distinct from verification, emphasizing its focus on user needs and clinical efficacy.
• Outline the three core components of clinical evaluation for medical software: Valid Clinical Association, Analytical Validation, and Clinical Validation.
• Differentiate between standalone testing and user-plus-system testing in the context of computer-aided diagnosis, and explain their roles in demonstrating clinical performance.
• Explain the importance of independent review in the validation process, particularly for higher-risk medical software, and its implications for AI/machine learning models.

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Financial Markets (ECON 252)

Regulation of financial and securities markets is intended to protect investors while still enabling them to make personal investment decisions. Psychological phenomena, such as magical thinking, overconfidence, and representativeness heuristic can cause deviations from rational behavior and distort financial decision-making. However, regulation and regulatory bodies, such as the SEC, FDIC, and SIPC, most of which were created just after the Great Depression, are intended to help prevent the manipulation of investors' psychological foibles and maintain trust in the markets so that a broad spectrum of investors will continue to participate.

00:00 - Chapter 1. Introduction
03:24 - Chapter 2. Human Errors in Financial Decision-Making
22:34 - Chapter 3. Why Regulation of Finance Is Necessary
27:51 - Chapter 4. The Rise of the Securities and Exchange Commission
39:18 - Chapter 5. Regulation of Private Investments and Hedge Funds
49:14 - Chapter 6. Nongovernmental Surveillance of Insider Trading and Accounting Regulation
59:45 - Chapter 7. Protections for the Individual Investor: the SIPC and the FDIC
01:10:38 - Chapter 8. Conclusion

Complete course materials are available at the Open Yale Courses website: http://open.yale.edu/courses

This course was recorded in Spring 2008.

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This video is the live capture of the Yale Quantum Institute Course on Quantum Error Correction, held at the Yale University in July 2025, in partnership with NC A&T.

This short course will provide viewers strong foundation on Quantum Error Detection & Quantum Error Correction. Viewers are encouraged to take an introduction to quantum information science before viewing this content.

Thank you to the Yale ASCEND Initiative for making this short course possible.

And for more information on everything quantum at Yale, visit quantuminstitute.yale.edu

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Considering starting a social enterprise but unsure about the legal framework? In this lesson, we explore the diverse legal structures available for organizations, from leveraging existing entities and fiscal sponsorship to registering new charities or businesses. We also delve into modern hybrid and specialized social enterprise forms, offering key insights for navigating the legal landscape.

🎯 Learning Objectives
• Understand alternatives to forming a new organization, such as intrapreneurship or fiscal sponsorship.
• Identify common legal structures for charities and businesses, including country-specific examples.
• Explore hybrid models and cooperative structures for social enterprises.
• Learn about emerging legal forms specifically designed for social enterprises, like Benefit Corporations and Community Interest Companies.
• Recognize the importance of consulting local experts and peers when choosing a legal structure.

📚 About the Course
Have you ever wondered what it would be like to create real change? You don't have to start your own organization to make a difference in the world. Everyone can learn the social entrepreneurship mindset and skillset to build social impact. In this course, you will immerse yourself in a social or environmental challenge you want to tackle. You'll start by researching your topic of choice, talking to people, and ideating a potential solution that you can contribute. Then, you'll build a business model around that solution, understanding concepts like measuring social change, ensuring financial viability, funding and pitching.

This course is a safe space to experiment and explore. You'll be guided by a ten stage framework to help structure your journey. Along the way, you'll hear from social entrepreneurs around the world through case studies and campus conversations. These include Yale alumni, members of the New Haven community, and global changemakers. Everyone is welcome to join this course! You can apply your lived, learned, or professional experience to discover how you're going to make a difference.

📺 Watch the full playlist on YouTube: https://www.youtube.com/playlist?list=PLh9mgdi4rNezbi0aRJeVnt99ynTVZG1PL

🎓 Enroll on Coursera for assessments and a certificate: https://online.yale.edu/courses/creating-change-through-social-entrepreneurship

🌐 Explore more learning opportunities on Yale Online: https://online.yale.edu/courses/creating-change-through-social-entrepreneurship

#SocialEntrepreneurship #YaleCourse #Impact #Changemakers #BusinessPlan #DesignThinking

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Financial Markets (ECON 252)

Professor Shiller provides a description of the course, Financial Markets, including administrative details and the topics to be discussed in each lecture. He briefly discusses the importance of studying finance and each key topic. Lecture topics will include: behavioral finance, financial technology, financial instruments, commercial banking, investment banking, financial markets and institutions, real estate, regulation, monetary policy, and democratization of finance.

00:00 - Chapter 1. Introduction to the Course
11:24 - Chapter 2. Textbooks and Course Logistics
24:05 - Chapter 3. Technology and the Subprime Crisis
31:19 - Chapter 4. Is Studying Finance Moral?
46:44 - Chapter 5. Topics Covered in the Course

Complete course materials are available at the Open Yale Courses website: http://open.yale.edu/courses

This course was recorded in Spring 2008.

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Introduction to Ancient Greek History (CLCV 205)

In this lecture, Professor Donald Kagan explores the development and character of Sparta. He points out that in Sparta, the ethos of the polis was present to an extraordinary degree. Then he describes how this came about. In short, Professor Kagan argues that the Spartans were able to create a distinct military culture on account of their subjugation of the inhabitants of Messenia, who were forced to carry on the work of farming while the Spartans trained for war. Finally, Professor Kagan examines the education and training of the Spartan citizen as well as the constitution of Sparta.

00:00 - Chapter 1. An Introduction to Sparta and Its Roots
20:34 - Chapter 2. Understanding Spartan Slavery and Its Implications
25:25 - Chapter 3. The Training and Education of a Spartan Boy
43:13 - Chapter 4. Sameness, Contradiction and Inequality
49:44 - Chapter 5. Women's Roles in Spartan Society
57:48 - Chapter 6. The Importance of the Polis and Its Needs
01:07:01 - Chapter 7. The Formal Spartan Constitution

Complete course materials are available at the Open Yale Courses website: http://open.yale.edu/courses

This course was recorded in Fall 2007.

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Financial Markets (ECON 252)

Futures markets were started in Osaka, Japan in the 1600s to create an authoritative and meaningful market price for agricultural products, using standardized contracts. Since then, futures markets have been copied around the world to allow the hedging various future risks, financial and other. In the United States, the Chicago Mercantile Exchange and the Chicago Board of Trade have been the most popular futures trading markets. Although futures markets are changing and becoming more electronic, they are still important risk management tools for farmers and present financial opportunities for all manner of hedgers and arbitrageurs.

00:00 - Chapter 1. Introduction: Thoughts on Guest Speakers
07:23 - Chapter 2. From Osaka's Rice Warehouses: The Development of the Forward and Futures Market
24:47 - Chapter 3. Forward Contracts for Currency Exchange and Interest Rates
35:30 - Chapter 4. The Completely Financial Futures Market
51:44 - Chapter 5. A Case Study of Futures: The Price of Wheat and the Question of Storage
01:00:47 - Chapter 6. Backwardation and Spot Premiums

Complete course materials are available at the Open Yale Courses website: http://open.yale.edu/courses

This course was recorded in Spring 2008.

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Introduction to Ancient Greek History (CLCV 205)

In this lecture, Professor Donald Kagan offers a sketch of the Greek heroic code of ethics. He shows that in this community, arête (manly virtue) and honor are extremely important and even worth dying for, as the case of Achilles makes clear. In addition, Professor Kagan shows how this society eventually produced a new phenomenon, the rise of the polis. The discussion ends with a strong emphasis on the importance of the polis in Greek history.

00:00 - Chapter 1. Defining Arête
10:48 - Chapter 2. Impacts on Western Civilization
36:02 - Chapter 3. The Rise of the Polis
45:41 - Chapter 4. The Features and Importance of the Polis

Complete course materials are available at the Open Yale Courses website: http://open.yale.edu/courses

This course was recorded in Fall 2007.

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In this lesson, we delve into the infamous Therac-25 case study, a sobering example of how medical software development can go catastrophically wrong. We will explore the series of software failures in a radiation therapy machine that led to multiple patient injuries and deaths from massive radiation overdoses, highlighting critical issues in design, testing, user interface, and the manufacturer's response, ultimately shaping modern medical device regulations.

🎯 Learning Objectives
• Understand the critical role of software in medical device safety and the potential for catastrophic failure
• Analyze the specific technical and procedural failures that led to the Therac-25 radiation overdose incidents
• Identify the organizational and regulatory shortcomings in the response to early complaints and incidents
• Explain how the Therac-25 case study significantly impacted medical device development, testing, and regulatory processes

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