Course Outline
Foundational Excel
- Navigating the interface
- Managing and manipulating data
- Utilising formulas and cell addresses
- Creating charts
Advanced Excel
- Applying logical functions
- Performing scenario analysis
- Using Solver
- Developing Macros
- An introduction to coding with VBA
VBA
- Understanding data types
- Constructing functions
- Program control: conditional logic and loops
- Strategies for debugging
Data Analytics with R
- Getting started with R
- Variables and data types
- Manipulating data in R
- Creating custom functions
- Visualising data with ggplot
- Data wrangling using Dplyr
Introduction to Machine Learning with R
- Linear Regression
- Classification and regression trees
- Classification via Support Vector Machines and Random Forests
- Applying clustering techniques
Requirements
No prior specific requirements are necessary to join 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.
