University of Pennsylvania

Review the basics of discrete math and probability before enhancing your probability skills and learning how to interpret data with tools such as the central limit theorem, confidence intervals and more. Complete short weekly mathematical assignments.

Use statistical learning techniques like linear regression and classification to solve common machine learning problems. Complete short coding assignments in Python.

Take a look at artificial intelligence through philosophical and science fiction lenses, and review Python basics. Then explore AI algorithms through studying rational agents and common search algorithms like A* search. Complete short coding assignments in Python.

Gig work, a type of work that is done on a short-term or freelance basis, has exploded in popularity in recent years. The term gig work is commonly used to discuss work for businesses that facilitate peer-to-peer transactions. People usually think of ridesharing apps such as Uber and Lyft, [...]

In this course, you will focus on understanding climate change and the risks and opportunities that it creates for businesses in the 21st century. You will analyze the current impacts of climate change on a global scale, and the investment shifts that are required to achieve a net-zero economy. [...]

In this course, you will analyze the importance of assessing stakeholder interest or salience in different ESG factors and industry variances. You will also evaluate the importance of ESG factors in your investment decisions, including how you can use them to create socially responsible portfolios with better-than-average returns. [...]

In this course, you will explore the foundations upon which modern-day ESG was built, how market forces react to ESG, and ways to create and maintain value using ESG investment strategies. You will also learn about the five pathways of materiality, and how those interplay with or against ESG [...]

In this course, you will get an overview of the impact of contemporary ESG ratings and how a company balances ESG issues against its financial performance. You will evaluate the effectiveness of corporate authenticity and the impacts of politics when building corporate ESG policy. You will also learn about [...]

What does it mean to be generous? Can doing good actually make you feel good? In this course, we’ll hear from multiple experts and explore the many facets of generosity by looking closely at the meanings, traits, and motivations behind giving behaviors across communities and cultures. We’ll discuss how [...]