Course Outline
Excel Fundamentals
- Navigation
- Data manipulation
- Formulas and cell references
- Charting
Advanced Excel
- Logical functions
- Scenario modeling
- Solver
- Macros
- Introduction to coding: VBA
VBA
- Data types
- Function development
- Program control: conditionals and loops
- Debugging strategies
Data Analytics in R
- R overview
- Variables and data types
- Data manipulation in R
- Creating functions
- Visualization with ggplot
- Data wrangling using Dplyr
Machine Learning Introduction with R
- Linear Regression
- Decision trees for classification and regression
- Classification via Support Vector Machines and Random Forests
- Clustering methods
Requirements
No prior specific prerequisites are required 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.
