Course Outline
Excel Fundamentals
- Interface navigation
- Data manipulation
- Applying formulas and cell addressing
- Chart creation
Advanced Excel Techniques
- Utilizing logical functions
- Conducting scenario analysis
- Using Solver
- Creating macros
- Introduction to coding with VBA
VBA Programming
- Understanding data types
- Developing custom functions
- Program control via conditional logic and loops
- Debugging methodologies
Data Analytics using R
- Overview of R
- Variables and data types
- Data manipulation techniques in R
- Function development
- Data visualization with ggplot
- Data wrangling using Dplyr
Foundations of Machine Learning with R
- Linear Regression
- Classification and regression trees
- Classification using Support Vector Machines and Random Forests
- Clustering algorithms
Requirements
No 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.
