Think Stats, 3rd Edition (Early Release) by Allen Downey (.ePUB)+

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File Size: 10 MB

Think Stats: Exploratory Data Analysis, 3rd Edition (Early Release) by Allen Downey
Requirements: .ePUB, .PDF, .MOBI/.AZW reader, 10 MB
Overview: If you know how to program, you have the skills to turn data into knowledge, using the tools of probability and statistics. This thoroughly revised edition shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python. Through practical examples and exercises that follow a collection of real-world datasets, you’ll learn the entire process of exploratory data analysis—from collecting data and generating statistics to identifying patterns and testing hypotheses. Whether you’re a data scientist, software engineer, or data enthusiast, you’ll get up to speed on commonly used tools including NumPy, SciPy, and Pandas as you explore distributions, relationships between variables, visualization, and many other concepts. And this updated guide has been fully moved into Jupyter notebooks, so you can read the text, run the code, and work on exercises all in one place.
Genre: Non-Fiction > Tech & Devices

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