文件名称：Data Science from Scratch - First Principles with Python.2015
文件大小：4.67MB
文件格式：ZIP
更新时间：2021-05-20 05:06:03
Data Science
Joel Grus ■■ Get a crash course in Python ■■ Learn the basics of linear algebra, statistics, and probability— and understand how and when they're used in data science ■■ Collect, explore, clean, munge, and manipulate data ■■ Dive into the fundamentals of machine learning ■■ Implement models such as k-nearest neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering ■■ Explore recommender systems, natural language processing, network analysis, MapReduce, and databases
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Data+Science+from+Scratch_+First+Principles+with+Python.2015.pdf