Course Outline
Essential Excel
- Interface navigation
- Data handling and manipulation
- Utilizing formulas and cell references
- Chart creation
Advanced Excel
- Logical function application
- Conducting scenario analysis
- Using the Solver tool
- Macro development
- Introduction to coding with VBA
VBA
- Understanding data types
- Developing custom functions
- Program flow control through conditional logic and loops
- Debugging strategies
Data Analytics with R
- Overview of R
- Variables and data types
- Manipulating data within R
- Creating user-defined functions
- Visualizing data with ggplot
- Wrangling data using Dplyr
Introduction to Machine Learning with R
- Linear Regression analysis
- Classification and regression tree models
- Classification via Support Vector Machines and Random Forests
- Exploring clustering methods
Requirements
There are no specific prerequisites required to enroll in this course.
Testimonials (7)
Very practical
Deenan - Vodacom
Course - Data and Analytics - from the ground up
I really was benefit from the real life practical examples.
Wioleta
Course - Data and Analytics - from the ground up
I mostly liked the patience of Tamil.
Laszlo Maros
Course - Data and Analytics - from the ground up
Tamil is very knowledgeable and nice person, I have learned from him a lot.
Aleksandra Szubert
Course - Data and Analytics - from the ground up
Detailed and comprehensive instruction given by experienced and clearly knowledgeable expert on the subject.
Justin Roche
Course - Data and Analytics - from the ground up
The way the trainer made complex subjects easy to understand.
Adam Drewry
Course - Data and Analytics - from the ground up
Learning how to use excel properly.
