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Data Science Projects with Python : A case study approach to successful data science projects using Python, pandas, and scikit-learn / Stephen Klosterman
UK : Packt, 2019
374 p. : illustration ; 24 cm.
Ký hiệu phân loại (DDC): 005.6
Data Science Projects with Python is designed to give you practical guidance on industry-standard data analysis and machine learning tools, by applying them to realistic data problems. You will learn how to use pandas and Matplotlib to critically examine datasets with summary statistics and graphs, and extract the insights you seek to derive. You will build your knowledge as you prepare data using the scikit-learn package and feed it to machine learning algorithms such as regularized logistic regression and random forest.
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