Course Outline
Essential Excel
- Interface navigation
- Data manipulation techniques
- Utilizing formulas and cell references
- Chart creation and formatting
Advanced Excel
- Applying logical functions
- Conducting scenario analysis
- Using the Solver tool
- Automating tasks with Macros
- Introduction to coding via VBA
VBA Programming
- Understanding data types
- Developing custom functions
- Program control through conditional logic and loops
- Applying debugging strategies
Data Analytics using R
- Getting started with R
- Managing variables and data types
- Manipulating datasets in R
- Creating user-defined functions
- Generating visualizations with ggplot
- Processing data using Dplyr
Machine Learning Fundamentals in R
- Linear Regression models
- Classification and regression trees
- Classification via Support Vector Machines and Random Forests
- Exploring clustering methods
Requirements
No prior experience or specific technical 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.
