Data Mining, 3 Credits

Nowadays, a hot topic among industrial companies is using AI and deep learning. However, there is a lack of dealing with the collected data to define an appropriate problem statement before creating any advanced AI model. Data mining is the field of discovering novel and potentially useful information from large amounts of data, by exploring the characteristic features and extracting hidden patterns.

In the Data Mining course, we aim to cover the most applicable topics of understanding the data, from exploratory data analysis (such as preprocessing, visualization, and statistical techniques) to pattern recognition approaches (such as association rule mining, anomaly detection and clustering).

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