Machine Learning with R

Machine Learning with R

  • Teacher
    Dr Hichem Omrani
  • Category
    Data Science
  • Price
    250 €


This course is technical in nature. It makes use of coding in R and covers the application of machine learning in business.

You will learn:

The fundamental of machine learning techniques that can be applied in a wide range of applications (e.g., finance, banking, real state, transportation/mobility, environmental monitoring, and agriculture, to cite a few).

Certficate, diploma

Certificate of attendance if 80% of class attendance

Target group

Who is the course aimed at?

Students and Recent Graduates
Early- and Mid-Career Professionals
Marketing and Project Management Professionals



R studio software is recommended but not mandatory to enable programming directly in a software-based interface.

Section 1: Statistics with R

- Introduction to Statistics with R
- Probability
- Random variables
- Statistical Inference
- Statistical models
- Regression
- Linear Models
- Association is not causation

Section 2: Data Wrangling

- Introduction to Data Wrangling
- Reshaping data
- Joining tables
- Web Scraping
- String Processing
- Parsing Dates and Times
- Text mining

Section 3: Machine Learning

- Introduction to Machine Learning
- Smoothing
- Cross validation
- The caret package
- Examples of algorithms
- Machine learning in practice
- Large datasets
- Clustering and classification

Section 4: Productivity tools

- Introduction to productivity tools
- Organizing with Unix
- Git and GitHub
- Reproducible projects with RStudio and R markdown


2 x 2 hours per week or dates and time to be determined with participants


Subscribtion condition:
Paiement des droits d'inscription une semaine avant le début des cours

Terms & condition payment:

Comments :

Course Features

  • Deadline:
  • Dates : à la carte -
  • Level : Advanced ( 40 hours )
  • Trainer : Dr Hichem Omrani
Price : 250 €

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