Computational and Inferential Thinking: The Foundations of Data Science

Read and download free eBook intituled Computational and Inferential Thinking: The Foundations of Data Science in format HTML and PDF (646 pages) created by Ani Adhikari, John DeNero.

Data Science is about drawing useful conclusions from large and diverse data sets through exploration, prediction, and inference. Our primary tools for exploration are visualizations and descriptive statistics, for prediction are machine learning and optimization, and for inference are statistical tests and models.

Step by step, you’ll learn how to leverage algorithmic thinking and the power of code, gain intuition about the power and limitations of current machine learning methods, and effectively apply them to real business problems.

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Computational and Inferential Thinking: The Foundations of Data Science