Course Outline
Excel Basics
- Navigation within the interface
- Data manipulation techniques
- Using formulas and cell references
- Creating charts
Advanced Excel
- Logical functions
- Scenario analysis
- Using the Solver tool
- Macros
- Introduction to code: VBA
VBA
- Understanding data types
- Writing custom functions
- Program control: conditional logic and loops
- Debugging methods
Data Analytics with R
- Overview of R
- Variables and data types
- Data manipulation in R
- Function creation
- Data visualization using ggplot
- Data wrangling with Dplyr
Introduction to Machine Learning with R
- Linear Regression
- Classification and Regression Trees (CART)
- Classification via Support Vector Machines and Random Forests
- Clustering methodologies
Requirements
No prior specific requirements are needed 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.