A supplementary course for students willing to learn about the R in data mining and big data applications

 

Course will be realized with DataCamp platform: www.datacamp.com

In X.2018-III.2019

1. Introduction to DataCamp courses, daily partices, projects- 1 week

2. Introduction to R – 2 weeks

3. Intermediate R for Data Science- 2 weeks

4. Tidyverse- 2 weeks

5. Visualization in R- 2 weeks

6. Clustering-2 weeks

7. Regression models-2 weeks

 

Advanced group:

1. Supervised learning

2. Unsupervised learning

3. Neural networks

4. Manipulating time series

5. Introduction to time series analysis

6. ARIMA

 

 

This class is supported by DataCamp, the most intuitive learning platform for data science. Learn R, Python and SQL the way you learn best through a combination of short expert videos and hands-on-the-keyboard exercises. Take over 100+ courses by expert instructors on topics such as importing data, data visualization or machine learning and learn faster through immediate and personalised feedback on every exercise.