Clustering Analysis
Learn Data Preprocessing, Elbow method, K-means, Mean-shift, Hierarchical clustering and more.
What you'll learn
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What is clustering analysis & why we need it.
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Various type of clustering techniques
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You will be able to understand inputs and output for your model.
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How to implement various ML clustering techniques in python
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You are able to build the model and create clusters
₹ 12, 000
This course includes
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1 week -Duration
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Online Training
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Direct 1-on-1 sessions
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Certificate of Completion
Course Content
Introduction to clustering analysis
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Brief introduction of Clustering analysis
Data Preprocessing
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Import library
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import data/Read data
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Data cleaning
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Data integration
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Data transformation
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Feature scaling
Elbow method (clustering)
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Explain with example
Silhouette coefficient /silhouette score
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Explain with example
K-means clustering
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Introduction to k-means clustering algorithm
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Implementation k-means clustering algorithm in python
Mean-shift clustering
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Introduction to Mean-shift clustering
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Implementation Mean-shift clustering in python
DBSCAN
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Introduction to DBSCAN
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Implementation DBSCAN in python
Expectation Maximization clustering
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Introduction to EM
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Implementation EM in python
Hierarchical clustering
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Introduction to Hierarchical clustering
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Implementation Hierarchical clustering in python
Requirements
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Basic knowledge of Python programming language
Description
Learn clustering analysis through our online course. These lessons will introduce you to clustering and provide theory to help take your skills to the next level. CODERS ARTS is a platform crafted to provide quality knowledge and training in latest technology field. CODERS ARTS have designed its program to help people learn
and master advanced concepts of clustering analysis. Here, we give a detailed description on each course chapter. CODERS ARTS supply you a
proper guideline through the entire process of the cluster analysis. In this course you will learn - What is clustering analysis & why we need it, Various type of clustering techniques, You will be able to understand inputs and output for your model, How to implement various ML clustering techniques in python, You are able to build the
model and create clusters and much more. Enroll now and get your learning journey started !