Ali Baghban

detail:

This course offers a comprehensive introduction to data mining, focusing on extracting meaningful patterns, trends, and insights from large datasets. Participants will explore foundational concepts, tools, and techniques in data mining while applying their knowledge to practical problems across various domains. By the end of the course, learners will be equipped with the skills needed to uncover valuable information hidden within data. By the conclusion of this course, participants will: Understand the principles and importance of data mining. Master key data preprocessing techniques, including cleaning, transformation, and reduction. Apply data mining algorithms such as association rule mining, clustering, and classification. Evaluate and validate the quality of data mining models. Gain hands-on experience with tools and frameworks like Weka, or Python. Solve real-world problems using data mining techniques.