Course Outline
Excel Fundamentals
- Interface navigation
- Data manipulation techniques
- Utilizing formulas and cell references
- Chart creation and interpretation
Advanced Excel Capabilities
- Application of logical functions
- Conducting scenario analysis
- Using the Solver tool
- Working with macros
- Introduction to coding via VBA
VBA Programming
- Understanding data types
- Developing custom functions
- Program control through conditional logic and loops
- Applying debugging methods
Data Analytics using R
- Overview of the R environment
- Variables and data classes
- Manipulating data structures in R
- Function development
- Visualizing data with ggplot
- Data cleaning and shaping with Dplyr
Foundations of Machine Learning in R
- Linear Regression models
- Decision trees for classification and regression
- Classification methods using Support Vector Machines and Random Forests
- Various clustering algorithms
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.
