EdinburghX

Learn how to apply statistical modelling techniques to real-world business scenarios using Python. In this course, you will learn three predictive modelling techniques - linear and logistic regression, and naive Bayes - and their applications in real-world scenarios. The first half of the course focuses on linear regression. This [...]

How do we feed 11 billion people? Discover the importance of sustainable food systems on a global scale. We are currently facing one of the biggest challenges worldwide: how to feed a growing population without exhausting global resources. This course examines food security from a food systems perspective and [...]

Gain an in-depth understanding of evaluation and sampling approaches for effective predictive modelling using Python. A predictive exercise is not finished when a model is built. This course will equip you with essential skills for understanding performance evaluation metrics, using Python, to determine whether a model is performing [...]

Explore the technology that can provide a long-term solution to protect our atmosphere from an excess of carbon dioxide, in the context of global energy, our use of fossil fuels, and climate change. The atmosphere is a shared resource and the amount of greenhouse gases it can absorb is [...]

Could a cooperative market economy, in which firms are owned and controlled by their workers, be a viable and efficient alternative to capitalism? Most Western societies are proud of being political democracies, but democracy rarely operates within the firm. Democratic governments, in principle, can be criticised freely and are [...]