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CodeSignal

Introduction to Statistics with SciPy

via CodeSignal

Overview

This course investigates SciPy's statistics module, introducing participants to statistical functions and methods. It includes topics like descriptive statistics, probability distributions, hypothesis testing, and confidence intervals, providing learners with practical skills to apply statistical analysis in Python.

Syllabus

  • Lesson 1: Descriptive Statistics and Probability Distributions with SciPy
  • Lesson 2: Hypothesis Testing with SciPy
  • Lesson 3: Confidence Intervals and Correlation Using SciPy
  • Lesson 4: Simple Linear Regression with SciPy

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