Course Outline
Foundations of Excel
- Interface navigation
- Data management and manipulation
- Application of formulas and cell references
- Creating charts
Advanced Excel Capabilities
- Utilising logical functions
- Conducting scenario analysis
- Applying the Solver add-in
- Creating macros
- Introduction to programming with VBA
Programming with VBA
- Understanding data types
- Developing custom functions
- Program control via conditional logic and loops
- Debugging strategies
Data Analytics using R
- Overview of the R environment
- Variables and data types
- Data manipulation workflows in R
- Function development
- Visualising data with ggplot
- Wrangling data using Dplyr
Machine Learning Fundamentals with R
- Linear Regression
- Classification and regression trees
- Classification using Support Vector Machines and Random Forests
- Clustering methodologies
Requirements
No prior specific prerequisites are required to participate 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.