Course Outline
Foundations of Excel
- Navigating the interface
- Managing and altering data
- Utilizing formulas and cell references
- Creating charts
Advanced Excel
- Logical functions
- Scenario analysis
- Using Solver
- Automating tasks with Macros
- Introduction to coding with VBA
VBA Programming
- Understanding data types
- Developing custom functions
- Managing program flow with conditional logic and loops
- Strategies for debugging
Data Analytics using R
- Getting started with R
- Variables and data types
- Manipulating datasets in R
- Creating custom functions
- Visualizing data with ggplot
- Data wrangling using Dplyr
Intro to Machine Learning with R
- Linear Regression
- Classification and regression trees
- Classification via Support Vector Machines and Random Forests
- Clustering methods
Requirements
No specific prior knowledge or 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.
