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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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