From pandas to Polars

Navigate the shift from pandas to Polars, uncovering motivations, essential differences, and comparative performance insights. Led by Brett Vanderblock, a seasoned business intelligence manager and data science expert, this course offers an insider's perspective on effective data handling. Learn about the fundamental contrasts and similarities between pandas and Polars. Explore the efficiency and advanced features of Polars, alongside practical applications and optimization techniques. Plus, dive into best practices to maximize data analysis outcomes. After completing this course, you will be adept at leveraging Polars for data aggregation, distinguishing between the data structures of both libraries, and evaluating your performance, empowering you with the skills to navigate the evolving landscape of data analysis with Polars.

This course was created by Madecraft. We are pleased to host this training in our library.