Course Outline
Excel Fundamentals
- Interface navigation
- Data handling and modification
- Utilizing formulas and cell references
- Chart creation
Advanced Excel
- Logical functions
- Scenario modeling
- Using Solver
- Automating tasks with Macros
- Introduction to programming via VBA
Mastering VBA
- Understanding data types
- Developing custom functions
- Program control through conditionals and loops
- Error detection and debugging methods
Data Analytics using R
- Getting started with R
- Variables and data structures
- Data manipulation within R
- Creating functions
- Visualizing data with ggplot
- Data cleaning and transformation using Dplyr
Getting Started with Machine Learning in R
- Linear Regression
- Decision trees for classification and regression
- Classification using Support Vector Machines and Random Forests
- Cluster analysis techniques
Requirements
No prior 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.