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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