Course: Data Science for Climate Change

Data science continues to play a role in several parts of our lives and societies, and it will likely continue to do so in the future. It is used in …

In this article, we present the principles of human-machine collaboration. These principles should be considered when developing data-driven decision-making whereby a human decision maker collaborates with data science algorithms. It …

In this article, we present data-driven decisions as a method of decision-making. Food example Food availability and food quality are important aspects that are influenced by climate change in several …

In previous articles, we have explained the sequential process to make decisions, as well as focused on one of them pertaining to Herbert Simon (intelligence, design, choice). We have also …

The so called “Garbage Can model” is one of the worst decision-making processes. Despite this, it is unfortunately still used by people quite commonly. By understanding how the model works …

Herbert Simon contributed to the decision-making practices via his descriptive theory which gives a clear picture of the world in which decisions are made. According to Simon, a decision is …

In this article, we discuss how decisions are made by following a sequential process. Sequential decision-making processes Condorcet defines a three stage process: 1. The principles or the basis of …

In this video, Ahmed describes research that claims that us humans follow a specific process when making a decision. He also explains some of these processes.

In this article, we give more details about the daily decision-making that we all do. Decisions have always been the foundation of organizational performance and competitiveness. Many successes and failures …

In this video, Ahmed explains how we humans make decisions. He also explains that we move between decision-making and implementation. In the end of this video, you will be given …

As a human, you make decisions on a daily basis. In the third week of this course, you will learn about how data science plays a huge part in the …

Data science can be used for many things, such as solving environmental challenges, acknowledging climate change, and helping support sustainable development. Let’s take a look at a concrete example of …

In this article, we administer an example of using the CRISP-DM process with a dataset that we download and bring to Orange. Please refer to the article on CRISP-DM to …

The Team Data Science Process (TDSP) was developed by Microsoft and is nowadays used within data science projects. It is an agile and iterative approach to delivering intelligent and effective …

In this video, you will get to know other process methodologies that could be adopted instead of the CRISP-DM.