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    Data Analysis with Polars. Get up and running with Polars to perform effective data analysis in Rust

    (ebook) (audiobook) (audiobook) Język publikacji: angielski
    Data Analysis with Polars. Get up and running with Polars to perform effective data analysis in Rust Luca Zanna, Alexander Beedie, Jung Hoon Son - okładka ebooka

    Data Analysis with Polars. Get up and running with Polars to perform effective data analysis in Rust Luca Zanna, Alexander Beedie, Jung Hoon Son - okładka ebooka

    Data Analysis with Polars. Get up and running with Polars to perform effective data analysis in Rust Luca Zanna, Alexander Beedie, Jung Hoon Son - okładka audiobooka MP3

    Data Analysis with Polars. Get up and running with Polars to perform effective data analysis in Rust Luca Zanna, Alexander Beedie, Jung Hoon Son - okładka audiobooks CD

    Ocena:
    Bądź pierwszym, który oceni tę książkę
    Stron:
    274
    Discover the power of Polars, the lightning-fast DataFrame library, for fast data manipulation and analysis. This comprehensive guide covers everything you need to know about Polars: its interface, how Polars works under-the-scenes, and how to use it in practical applications.
    You start with the fundamentals of Polars, such as reading and writing files and databases, and transforming data. Then you build up your knowledge all the way to advanced topics such as window functions, time-series analysis, text transformations, process data bigger than memory, and testing data pipelines. You also learn how to leverage SQL with Polars! Moving ahead, the second section of the book walks through 5 case studies step-by-step, allowing you to apply your learnings to business problems. Through the real-life case studies, you learn how to perform various financial and marketing analyses: price-volume-mix analysis, market basket analysis, customer segmentation, product recommendations, and text analysis.
    With this book, you'll gain valuable knowledge and skills that will make you stand out in your current job or during job interviews. Whether you're an experienced data analyst or just getting started, this book is the perfect resource to advance your Python data analysis skills and take your career to the next level.

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    O autorze ebooka

    Luca Zanna is a Data Engineer and Data Analyst with over 15 years of experience. He started his career as financial data analyst after a Master in Management and passing the Certified Public Accountant (CPA) exam. Luca spent a decade working on financial analysis systems at L'Oréal: developing the systems and training financial analysts across Europe and Asia.

    Currently, Luca helps companies with building data infrastructure to better leverage their data. Luca is also a corporate teacher for topics such as data analysis, SQL, Python, and cloud data engineering.

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