R Programming
Thane | Andheri | Online
Admission open : 09th July 2020
Weekdays & Weekend Batches
(Rated 4.6 based on 112 customer reviews)
R Programming
Lessons
Introduction to Data Science
- What is Data Science
- Who is a Data Scientist
- Types of Data
- Machine learning introduction
- Deep learning and AI introduction
Introduction to R
- R and R studio installation
- Variable and data types
- Vector basic
- Operators
- Vector operations
- Conditional statements and loops
- Functions
Advance R
- Matrices
- Data frame
- List
- Built-in features
- Apply
- Math functions
- Date and time
- Regular expressions
Data I/O
- Web scraping
- CSV
- Excel
- SQL
Data manipulation
- Introduction to Dplyr
- Pipe operator
- Introduction to Tidyr
Data Visualization
- Introduction to ggplot2
- Histogram
- Scatterplot
- Barplot
- Boxplot
- Variable plotting
- Co-ordinates and Faceting
- Themes
- Interactive plotting with plotly
Machine Learning with R
- Introduction to Machine learning
- Linear regression
- Logistic regression
- K-nearest neighbours
- Decision Tree
- Random Forest
- Support vector machines
- Introduction to unsupervised learning
- K-means clustering
- Natural language processing
- Introduction to Neural nets
