Reuven M. Lerner teaches Python and data science around the world and publishes the "Bamboo Weekly" newsletter. He is the author of Manning's "Python Workout" (2020).
Pandas Workout
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- Livraison à domicile ou en point Mondial Relay estimée à partir du 23 septembreCet article sera commandé chez un fournisseur et vous sera envoyé 25 jours après la date de votre commande.
- Retrait Click and Collect en magasin gratuit
- Nombre de pages420
- FormatGrand Format
- PrésentationBroché
- Poids0.8 kg
- Dimensions18,5 cm × 23,5 cm × 2,2 cm
- ISBN978-1-61729-972-8
- EAN9781617299728
- Date de parution25/06/2024
- ÉditeurManning
Résumé
Python's pandas library can massively reduce the time you spend analyzing, cleaning, exploring, and manipulating data. And the only path to pandas mastery is practice, practice, and, you guessed it, more practice. In this book, Python guru Reuven Lerner is your personal trainer and guide through over 200 exercises guaranteed to boost your pandas skills. "Pandas Workout" is a thoughtful collection of practice problems, challenges, and mini-projects designed to build your data analysis skills using Python and pandas.
The workouts use realistic data from many sources : the New York taxi fleet, Olympic athletes, SAT scores, oil prices, and more. Each can be completed in ten minutes or less. You'll explore pandas' rich functionality for string and date/time handling, complex indexing, and visualization, along with practical tips for every stage of a data analysis project.
The workouts use realistic data from many sources : the New York taxi fleet, Olympic athletes, SAT scores, oil prices, and more. Each can be completed in ten minutes or less. You'll explore pandas' rich functionality for string and date/time handling, complex indexing, and visualization, along with practical tips for every stage of a data analysis project.