Course Outline
Basic Excel
- Navigation
- Data manipulation
- Utilising formulas and cell addresses
- Charts
Advanced Excel
- Logical functions
- Scenario analysis
- Solver
- Macros
- An introduction to coding: VBA
VBA
- Data types
- Program control: conditional logic and loops
- Debugging strategies
Data Analytics with R
- Introduction to R
- Variables and data types
- Data manipulation in R
- Creating functions
- Data visualisation 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
- Clustering methods
Requirements
No specific prerequisites are required 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.