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    Doing Data Science. Straight Talk from the Frontline

    (ebook) (audiobook) (audiobook) Język publikacji: angielski
    Doing Data Science. Straight Talk from the Frontline Cathy O'Neil, Rachel Schutt - okładka ebooka

    Doing Data Science. Straight Talk from the Frontline Cathy O'Neil, Rachel Schutt - okładka ebooka

    Doing Data Science. Straight Talk from the Frontline Cathy O'Neil, Rachel Schutt - okładka audiobooka MP3

    Doing Data Science. Straight Talk from the Frontline Cathy O'Neil, Rachel Schutt - okładka audiobooks CD

    Ocena:
    Bądź pierwszym, który oceni tę książkę
    Stron:
    408
    Dostępne formaty:
    ePub
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    Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know.

    In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you’re familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science.

    Topics include:

    • Statistical inference, exploratory data analysis, and the data science process
    • Algorithms
    • Spam filters, Naive Bayes, and data wrangling
    • Logistic regression
    • Financial modeling
    • Recommendation engines and causality
    • Data visualization
    • Social networks and data journalism
    • Data engineering, MapReduce, Pregel, and Hadoop

    Doing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O’Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.

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