Effective Pandas: Patterns for Data Manipulation (Treading on Python)

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Effective Pandas: Patterns for Data Manipulation (Treading on Python)

Effective Pandas: Patterns for Data Manipulation (Treading on Python)

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qcut() are two functions in Pandas that allow you to bin continuous variables into categorical ones. I realized that I never had an in-depth, rigorous, formal course that covers these topics and maybe was not fully using the capabilities or writing the most optimal code that can be written. Hi William, I’m not aware of linters for pandas, however I am very opinionated regarding best ways to educate a team.

Congratulations on the release of the book, I am sure it will cover many techniques to help the ML community. By following the guidelines outlined in this book, you can greatly improve the speed and efficiency of your data analysis workflows.It has been said to invest a good deal of time into marketing, and I believe that has been the case with this book.

Most of the reporting from book sales you hear about is probably from the top end, so don't be disappointed if you don't achieve similar results. Finance is provided by PayPal Credit (a trading name of PayPal UK Ltd, Whittaker House, Whittaker Avenue, Richmond-Upon-Thames, Surrey, United Kingdom, TW9 1EH). While most data specialists learn Pandas by looking at official documentation or StackOverflow posts, this book is a comprehensive reference book in terms of gathering all in all.At least for me, Effective Pandas resulted in an easy read, without any major hurdle, covered everything I wanted to learn, and made me like and consider to adopt the chaining style. I think that is because we are pretty early on with the library and crossovers from science to programming. Learning Python for Data focuses on the Python language and fills in knowledge gaps for those who wish to learn Python and then move on to ML, AI, DL, etc. Most purchases from business sellers are protected by the Consumer Contract Regulations 2013 which give you the right to cancel the purchase within 14 days after the day you receive the item. The basic, lowest cost version of the course does not include the exercises or other downloadable extras.

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