Practical Statistics for Data Scientists: 50 Essential Concepts by Peter Bruce

Book Title: Practical Statistics for Data Scientists: 50 Essential Concepts

Publisher: O'Reilly Media

ISBN: 1491952962

Author: Peter Bruce

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Peter Bruce with Practical Statistics for Data Scientists: 50 Essential Concepts

  • R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
  • Data Science from Scratch: First Principles with Python
  • Python Data Science Handbook: Essential Tools for Working with Data
  • Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
  • Think Stats: Exploratory Data Analysis
  • Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
  • Innumeracy: Mathematical Illiteracy and Its Consequences
  • Text Mining with R: A Tidy Approach
  • Doing Data Science: Straight Talk from the Frontline
  • Introduction to Machine Learning with Python: A Guide for Data Scientists