Course Outline
Excel Fundamentals
- Interface navigation
- Data manipulation
- Utilizing formulas and cell references
- Chart creation
Advanced Excel Capabilities
- Application of logical functions
- Conducting scenario analysis
- Using the Solver tool
- Macro development
- Introductory programming concepts in VBA
VBA Programming
- Understanding data types
- Developing functions
- Program flow control via conditionals and loops
- Debugging strategies
Data Analytics with R
- Overview of R
- Variables and data structures
- Data handling in R
- Function authoring
- Visualizing data with ggplot
- Data wrangling using Dplyr
Machine Learning Introduction with R
- Linear Regression
- Classification and regression trees
- Classification methods including Support Vector Machines and Random Forests
- Clustering algorithms
Requirements
No prior technical experience or specific pre-requisites 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.
