Course Outline
Excel Fundamentals
- Navigating the interface
- Data manipulation
- Utilizing formulas and cell references
- Creating charts
Advanced Excel
- Logical functions
- Conducting scenario analysis
- Using Solver
- Automating tasks with Macros
- Initial exposure to coding via VBA
VBA Programming
- Understanding data types
- Creating functions
- Program control through conditionals and loops
- Applying debugging methods
Data Analytics Using R
- Overview of R
- Variables and data types
- Manipulating data structures in R
- Function development
- Visualizing data with ggplot
- Data wrangling utilizing Dplyr
Machine Learning Intro with R
- Linear Regression models
- Regression and classification trees
- Classification via Support Vector Machines and Random Forests
- Clustering methodologies
Requirements
No prior specific prerequisites are required for participation 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.
