Data Analysis and Visualization

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Course Report - Data Analysis and Visualization

Course Report

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Course Features

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Duration

16 weeks

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Beginner

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Teaching Type

Self Paced

Course Description

Data and visual analytics is a rapidly growing field that focuses on analyzing, modeling, and visualizing complex high-dimensional data. This course provides an introduction to the field, covering the latest modeling, analysis, and visualization techniques. The course places a strong emphasis on real-world challenges associated with complex data and includes several case studies. Students will also have the opportunity for hands-on experience using the R programming language. This course is ideal for those interested in data analytics and looking to gain practical skills in the field.

Course Overview

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International Faculty

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Post Course Interactions

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Hands-On Training,Instructor-Moderated Discussions

Skills You Will Gain

Prerequisites/Requirements

Mathematics: basic linear algebra, calculus, introductory probability

No background in machine learning is required

Programming experience

What You Will Learn

Data AnalysisData PreprocessingData ProcessingData Visualization

RegressionLogistic RegressionLinear RegressionRegularization

Programming in RThe R Programming LanguageR Programming SyntaxR Programming and Data Structures

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