Course Outline
Essential Excel
- Interface navigation
- Data management and modification
- Utilizing formulas and cell references
- Chart creation
Advanced Excel
- Logic-based functions
- Scenario modeling
- Solver tool application
- Macro development
- Introduction to coding: VBA
VBA
- Data type concepts
- Developing custom functions
- Program flow control: conditionals and loops
- Error identification and resolution
Data Analytics using R
- Overview of R
- Variables and data types
- Data processing in R
- Function creation
- Visualizing data with ggplot
- Data cleaning using Dplyr
Foundations of Machine Learning in R
- Linear Regression models
- Decision trees for classification and regression
- Classification via Support Vector Machines and Random Forests
- Clustering algorithms
Requirements
No prior specific requirements are necessary to join 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.