Basics of classification

Learn to classify data within the frameworks of machine learning, artificial intelligence, and data science. The fundamentals of classification will provide you with a deep understanding of these fields.

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Artificial Intelligence

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Name: Basics of classification
Price: Free CAD
Rating: 5.0 (83 reviews)
Author: kateryna_hazdiuk, yaroslav_vyklyuk_2

The main problem to be solved in this lab work is the classification of clients and the analysis of the impact of various marketing campaigns on them.

The features of classification analysis include the need to correctly prepare the dataset for classification. Additionally, there are currently many different classification methods available. Each of them has its own characteristics and capabilities for analysis. This lab work demonstrates various classifiers, as well as their combination through an ensemble. Furthermore, it shows how all stages of preparation, training, and analysis can be combined using a Pipeline.

Offered By: IBM

Basics of classification

At a Glance