Course Outline
Excel Fundamentals
- Interface navigation
- Data manipulation techniques
- Utilizing formulas and cell references
- Chart creation
Advanced Excel Features
- Logical functions
- Scenario analysis
- Solver optimization
- Macro development
- Introduction to programming via VBA
VBA Programming
- Data types
- Constructing functions
- Program control through conditional logic and loops
- Debugging methodologies
Analytics with R
- Overview of R
- Variables and data types
- Data manipulation within R
- Function creation
- Visualization using ggplot
- Data processing with Dplyr
Machine Learning Basics in R
- Linear regression
- Classification and regression trees
- Classification with Support Vector Machines and Random Forests
- Clustering methods
Requirements
Specific prerequisites are not 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.
