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Certification Course

High-Dimensional Data Analysis

High-Dimensional Data Analysis

A focus on several techniques that are widely used in the analysis of high-dimensional data.

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Description

In this course, you will learn:

Mathematical Distance
Dimension Reduction
Singular Value Decomposition and Principal Component Analysis
Multiple Dimensional Scaling Plots
Factor Analysis
Dealing with Batch Effects
Clustering
Heatmaps
Basic Machine Learning Concepts

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Course Features

Certificate on purchase
2h/week (4 weeks)
Edx Harvard University
English
Intermediate
Self Paced
Development ,Business Analytics

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Course Material
Limited time access
Graded Assignment
Certificate on completion

Paid Certification

Course Material
Unlimited time access
Graded Assignment
Certificate on completion
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