Course Outline
Foundations of Excel
- Interface navigation
- Data handling and modification
- Applying formulas and cell references
- Chart creation
Advanced Excel Capabilities
- Logical functions
- Conducting scenario analysis
- Using the Solver tool
- Macro creation
- Introduction to VBA programming
Programming with VBA
- Understanding data types
- Function development
- Program control via conditional statements and loops
- Effective debugging strategies
Advanced Analytics using R
- Overview of the R environment
- Variables and data types
- Manipulating datasets in R
- Creating custom functions
- Generating visualizations with ggplot
- Tidy data workflows using Dplyr
Foundations of Machine Learning in R
- Linear Regression models
- Decision trees for classification and regression
- Classification via Support Vector Machines and Random Forests
- Various clustering algorithms
Requirements
No prior experience or specific prerequisites are 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.
