Course Outline
Essential Excel
- Interface navigation
- Data manipulation techniques
- Utilizing formulas and cell references
- Chart creation
Advanced Excel
- Logical functions
- Scenario modeling
- Solver tool
- Macro creation
- Introduction to coding via VBA
VBA
- Data type definitions
- Function development
- Program flow control: conditional logic and loops
- Debugging methodologies
Data Analytics utilizing R
- Overview of R
- Variables and data types
- Data handling in R
- Constructing functions
- Data visualization through ggplot
- Data wrangling with Dplyr
Getting Started with Machine Learning in R
- Linear Regression models
- Classification and regression trees
- Classification using Support Vector Machines and Random Forests
- Clustering methods
Requirements
No particular prerequisites are necessary to enroll in this program.
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.
