Python for Data Analysis and Visualization

According to the 2022 annual IEEE Spectrum survey of the top programming languages, Python remains the most popular programming language in job listings. This course covers the fundamentals of Python, with a special focus on the skills necessary for in-depth data analyses and data visualization. These two skills are fundamental in a wide range of disciplines, including but not limited to STEM (Sciences, Technology, Engineering, and Mathematics) and Humanities fields of study. In this course, we will cover the following: Data types and compound data structures Conditional statements and loops Python functions Importing, exporting, and analyzing different types of data using pandas Visualizing data using Matplotlib and Seaborn Bonus: developing interactive plots with Plotly At the end of t...