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Lynda - Python Statistics Essential Training - 711826
Lynda - Python Statistics Essential Training
With this course, gain insight into key statistical concepts and build practical analytics skills using Python and powerful third-party libraries. Instructor Michele Vallisneri covers several major skills: cleaning, visualizing, and describing data, statistical inference, and statistical modeling. All concepts are introduced by analyzing intriguing real-world datasets and discussed from a machine-learning perspective—which assumes that powerful computation can replace complex mathematics.


Table of Contents

  • Introduction
  • 1. Installation and Setup
  • 2. Importing and Cleaning Data
  • 3. Visualizing and Describing Data
  • 4. Introduction to Statistical Inference
  • 5. Introduction to Statistical Modeling
  • Conclusion
  • Lynda - Python Statistics Essential Training


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