Data Analysis and Visualization

Description

With the advent of the era of big data, the importance of data analysis based on statistical learning and machine learning is growing rapidly. This course provides foundational knowledge in statistics, computer programming, and decision-making, which are essential for data scientists to analyze industrial data. The course is structured into three main sections: data analysis, dimension reduction, and clustering. Additionally, the course includes computer programming exercises required for the data mining process. Projected Results: This course explores the career path for a data scientist and learns about the competencies that a data scientist should have.