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Kursus Clustering Media Content - Online-undervisning med certifikat
python

Clustering Media Content

Ruslan Shudra

Python

10 Chapters

0 Studying now

Now we are going to understand what a cluster is and how to use it in Python. We will explore the concept of clustering, which involves grouping a set of objects in such a way that objects in the same group (or cluster) are more similar to each other than to those in other groups. Additionally, we will demonstrate how to implement clustering algorithms using Python's popular libraries, such as scikit-learn, to identify patterns and insights within your data.

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Teknologi

Python

Sprog

En

Bedømmelse

Kapitler

10

Import Necessary Libraries and Data

Preliminary Analysis

Data Preparation

Declare Feature Vector and Target Variable

Convert Categorical Variables into Integers

Feature Scaling

K-Means Model with Two Clusters

Check the Quality of Classification by the Model

How many Clusters?

K-Means Model with 4 Clusters

0%

Import Necessary Libraries and Data

Preliminary Analysis

Data Preparation

Declare Feature Vector and Target Variable

Convert Categorical Variables into Integers

Feature Scaling

K-Means Model with Two Clusters

Check the Quality of Classification by the Model

How many Clusters?

K-Means Model with 4 Clusters

Beskrivelse af kurset

Now we are going to understand what a cluster is and how to use it in Python. We will explore the concept of clustering, which involves grouping a set of objects in such a way that objects in the same group (or cluster) are more similar to each other than to those in other groups. Additionally, we will demonstrate how to implement clustering algorithms using Python's popular libraries, such as scikit-learn, to identify patterns and insights within your data.

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