Bespoke Introductory R Certificate for Aryaman Khanna
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Certificate ID:
772395
Authentication Code:
62d8c
Certified Person Name:
Aryaman Khanna
Trainer Name:
Ann Reddipogu (uid: 910) areddipogu@googlemail.com
Duration Days:
2
Duration Hours:
14
Course Name:
Bespoke Introductory R
Course Date:
25 July 2024 09:30 to 26 July 2024 16:30
Course Outline:
Day One: Language Basics
- Course Introduction
- About Data Science
- Data Science Definition
- Process of Doing Data Science.
- Introducing R Language
- Variables and Types
- Control Structures (Loops / Conditionals)
- R Scalars, Vectors, and Matrices
- Defining R Vectors
- Matricies
- String and Text Manipulation
- Character data type
- File IO
- Lists
- Functions
- Introducing Functions
- Closures
- lapply/sapply functions
- DataFrames
- Labs for all sections
Day Two: Intermediate R Programming
- DataFrames and File I/O
- Reading data from files
- Data Preparation
- Built-in Datasets
- Visualization
- Graphics Package
- plot() / barplot() / hist() / boxplot() / scatter plot
- Heat Map
- ggplot2 package (qplot(), ggplot())
- Exploration With Dplyr
- Labs for all sections