R PROGRAMMING
R Programming
- Introduction to R
- Loading & Handling Data
- Data Formulas
- Data Quality
- Expression
- Logical Values
- Dates
- Function
- Vectors
- Matrices
- Factors
- List
- Aggregate & apply function
- Reading CSV & Spreadsheet
- Exploring Data in R
- Data Frames
- Functions
- EDA ( Exploratory Data Analysis )
- Finding Missing Values
- Data Range
- Frequencies & Mode
- Mean & Median
- Standard Deviation
- Data with Visualization
- Linear Regression
- Model Fitting
- Lm() function
- Scatter Plot
- Logistic Regression
- Use of Logistic Regression
- Generalized Liner Model
- Decision Tree
- Time Series
- Clustering
MCQ & Practical Assignment
