Instructor: Laura Gemmell

What you'll learn

  •   Clean data, including removing missing data and unnecessary columns
  •   Explore data using descriptive statistics
  •   Create visualizations of our data and analysis
  •   Perform statistical tests, including t-tests and correlation

    • Skills you'll practice

  •   Box Plots
  •   Scatter Plots
  •   Data Visualization
  •   Python Programming
  •   Data Analysis
  •   Correlation Analysis
  •   Statistical Hypothesis Testing
  •   Pandas (Python Package)
  •   Exploratory Data Analysis
  •   Probability & Statistics
  •   Data Manipulation
  •   Descriptive Statistics
  •   Data Cleansing
  •   Statistical Analysis

    • Statistics for Data Science with Python

    Python and Statistics Foundations

    Statistics with Python

    Statistics with Python Using NumPy, Pandas, and SciPy

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