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R for Data Science Solutions Practice Exam

R for Data Science Solutions

R in data science is used to deal with, store and break down data. It can be used for data analysis and statistical demonstrating. R is an environment for statistical analysis. R has various statistical and graphical capabilities.


Skills Required

• Creativity and critical reasoning.

• Math and stats.

• Programming.

• Data analysis and visualization.

• AI and profound learning.

• Databases.

• Instruction.


Career Opportunity

• Data Science Engineer

• Data Science Analyst 

• Data Scientist

• Data Science Architect

• Analytics Manager


Table of Content

  • Functions in R
  • Data Extracting, Transforming, and Loading
  • Data Pre-Processing and Preparation
  • Data Manipulation
  • Visualizing Data with ggplot2
  • Making Interactive Reports
  • Simulation from Probability Distributions
  • Statistical Inference in R
  • Rule and Pattern Mining with R
  • Time Series Mining with R
  • Supervised Machine Learning
  • Unsupervised Machine Learning


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