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Statistics with Python for Data Science Beginners

  • A fundamental understanding of mathematics, including algebra, probability, and basic calculus, will greatly aid in comprehending statistical concepts.
  • A willingness to dive into complex statistical theories and algorithms with persistence, as statistical concepts might require multiple iterations for full comprehension.
$54.99
  • Level
    Intermediate
  • Duration
    6 hours
  • Last Updated
    December 29, 2023
  • Certificate
    Certificate of completion

Material Includes

  • Video Lesson
  • Handout Notes
  • Python Codes
  • MCQs

What I will learn?

  • Gain a comprehensive understanding of statistical concepts, including measures of central tendency, dispersion, probability distributions, and hypothesis testing.
  • Learn Python programming specifically tailored for data analysis purposes, covering libraries like NumPy, Pandas, and Matplotlib to manipulate, analyze, and visualize data.

Course Curriculum

Statistics with Python: Video Lesson

  • Intuition Part 1
    02:06:33
  • Intuition Part 2
    01:38:18

Statistics with Python: Handout Notes

Hands-on Implementation

Assessment

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