557: Effective Pandas
Super Data Science: ML & AI Podcast with Jon Krohn
00:00
Optimizing Data in Pandas and Mastering Aggregation
The chapter emphasizes the importance of using correct data types in Pandas for raw data, optimizing strings with categorical data types, and mastering aggregation techniques like pivoting and group by. Six top tips for working effectively with Pandas are shared, including avoiding the 'apply' function and ensuring correct column data types. The conversation delves into the background of 'apply' in Python, experiences of running a consulting company like Medisnake, and the benefits of using real-life data in customized training sessions for corporations.
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