Think Stats is popular PDF and ePub book, written by Allen B. Downey in 2014-10-16, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Think Stats can be Read Online from any device for your convenience.
Think Stats Book PDF Summary
If you know how to program, you have the skills to turn data into knowledge, using tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python. By working with a single case study throughout this thoroughly revised book, you’ll learn the entire process of exploratory data analysis—from collecting data and generating statistics to identifying patterns and testing hypotheses. You’ll explore distributions, rules of probability, visualization, and many other tools and concepts. New chapters on regression, time series analysis, survival analysis, and analytic methods will enrich your discoveries. Develop an understanding of probability and statistics by writing and testing code Run experiments to test statistical behavior, such as generating samples from several distributions Use simulations to understand concepts that are hard to grasp mathematically Import data from most sources with Python, rather than rely on data that’s cleaned and formatted for statistics tools Use statistical inference to answer questions about real-world data
Detail Book of Think Stats PDF
- Author : Allen B. Downey
- Release : 16 October 2014
- Publisher : "O'Reilly Media, Inc."
- ISBN : 9781491907368
- Genre : Computers
- Total Page : 284 pages
- Language : English
- PDF File Size : 14,5 Mb
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