Google News is a well-known platform that organizes news articles into groups based on their similarity. However, have you ever been curious about the underlying process that enables this grouping? If so, this course is for you. In this course, we will introduce you to the concept of unsupervised learning, specifically focusing on clustering techniques. Using the powerful SciPy library in Python, you will learn how to preprocess data and apply hierarchical and k-means clustering algorithms. Throughout the course, we will utilize player statistics from FIFA 18, a popular football video game, to demonstrate the practical application of these clustering techniques. By the end of the course, you will have the skills to efficiently apply various clustering algorithms to your own data, effectively visualize the clusters formed, and analyze the results.