Information Evaluation with R Specialization

WHAT YOU WILL LEARN

• Analyze and visualize knowledge

• Carry out speculation assessments, interpret statistical outcomes (e.g., p-values), and report the outcomes of your evaluation to shoppers

• Match, look at, and make the most of regression fashions to look at relationships between a number of variables

• Set up and use R and RStudio

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SKILLS YOU WILL GAIN

• Statistics
• R Programming
• Rstudio
• Exploratory Information Evaluation
• Statistical Inference
• Statistical Speculation Testing
• Linear Regression
• Regression Evaluation

About this Specialization

On this Specialization, you’ll be taught to research and visualize knowledge in R and create reproducible knowledge evaluation stories, display a conceptual understanding of the unified nature of statistical inference, carry out frequentist and Bayesian statistical inference and modeling to grasp pure phenomena and make data-based selections, talk statistical outcomes appropriately, successfully, and in context with out counting on statistical jargon, critique data-based claims and evaluated data-based selections, and wrangle and visualize knowledge with R packages for knowledge evaluation.

 

Utilized Studying Undertaking

You’ll produce a portfolio of knowledge evaluation tasks from the Specialization that demonstrates mastery of statistical knowledge evaluation from exploratory evaluation to inference to modeling, appropriate for making use of for statistical evaluation or knowledge scientist positions.