Welcome to our training catalog. All courses are provided in-house and the courses listed below can be mixed to meet your needs.

Please contact us to discuss what courses would best match your requirements and if you have any questions on specific courses or course categories.

 

Statistical Learning and Association Rules

Statistical Learning and Association Rules Image

After having spent some time on data preparation, data cleaning, data exploration, and on a survey of the basics of programming, as well as on mathematical and statistical preliminaries, learners are now ready to discuss the general tasks and problems of Statistical Learning (also called Machine Learning). In this course, learners are additionally introduced to their first (unsupervised) learning task: association rules mining.

Category:
Machine Learning and AI Basics
Tags:
Machine Learning and AI 101, Instructor Led, Learning by Doing, Self Guided
Product Code:
ML-1
Course Duration (hours):
6

Statistical Learning and Association Rules

Statistical Learning and Association Rules Image

After having spent some time on data preparation, data cleaning, data exploration, and on a survey of the basics of programming, as well as on mathematical and statistical preliminaries, learners are now ready to discuss the general tasks and problems of Statistical Learning (also called Machine Learning). In this course, learners are additionally introduced to their first (unsupervised) learning task: association rules mining.