Python, renowned as a multi-paradigm programming language, has emerged as the go-to choice for data analysis, visualization, and machine learning tasks. This Data Analysis with Python course serves as an essential starting point for mastering data analysis techniques. Through hands-on instruction, participants will dive into utilizing Jupyter notebooks and database setup, followed by an exploration of Python’s NumPy package, renowned for its advanced mathematical capabilities.
Participants will learn to create NumPy arrays and functions, subsequently delving into the use of Python’s pandas extension for efficient data mining and dataset management, including sorting and ranking. Lastly, the course covers data visualization techniques using matplotlib, providing learners with a comprehensive toolkit for effective data analysis and presentation.