Data Science: Statistics and Machine Learning Specialization

Instructors: Roger D. Peng, PhD +2 more

What you'll learn

  •   Perform regression analysis, least squares and inference using regression models.
  •   Build and apply prediction functions
  •   Develop public data products

    • Skills you'll gain

  •   Plotly
  •   Statistical Inference
  •   Regression Analysis
  •   Machine Learning Algorithms
  •   Rmarkdown
  •   Interactive Data Visualization
  •   Shiny (R Package)
  •   Data Analysis
  •   Probability
  •   Statistical Hypothesis Testing
  •   Predictive Modeling
  •   Feature Engineering

    • Specialization - 5 course series

    Regression Models

    Practical Machine Learning

    Developing Data Products

    Data Science Capstone

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