Peter Bruce
Autor von Statistics for Data Scientists: 50 Essential Concepts
Werke von Peter Bruce
Practical Statistics for Data Scientists: 50 Essential Concepts Using R and Python (2020) 43 Exemplare
Estadística práctica para ciencia de datos con R y Python : más de 50 conceptos esenciales (2022) 2 Exemplare
Better Business for a Better World: Connecting Principle and Profit to Build Socially Responsible Businesses (2000) 2 Exemplare
Solent Pubs And Restaurants 1 Exemplar
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The first four chapters on Exploratory Data Analysis, Data and Sampling Distributions, Statistical Experiments and Significance Testing, and Regression and Prediction, respectively, were relatively straightforward and I was able to follow them fairly well. Most of the sections contain "Key Ideas" and "Key Terms" call-outs that I found quite helpful. I was bemused at the number of topics discussed only to be told, "but data scientists don't worry about this."
The final chapters on Classification, Statistical Machine Learning, and Unsupervised Learning felt like jumping into the deep end of the pool. I feel like I'd need a few more semesters of statistics before I was really comfortable with some of this stuff.
The R code snippets are fine, but jump straight to the author's github site and just download the examples.… (mehr)