Course Outline
Excel Fundamentals
- Interface navigation
- Data manipulation techniques
- Utilizing formulas and cell references
- Chart creation
Advanced Excel
- Logical functions
- Scenario analysis
- Solver tool
- Macros
- Introduction to coding: VBA
Visual Basic for Applications (VBA)
- Data types
- Creating functions
- Program control: Conditional logic and loops
- Debugging strategies
Data Analytics with R
- Overview of R
- Variables and data types
- Manipulating data in R
- Writing functions
- Data visualization using ggplot
- Data wrangling with Dplyr
Introduction to Machine Learning with R
- Linear Regression
- Classification and regression trees
- Classification using Support Vector Machines and Random Forests
- Clustering techniques
Requirements
No 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.