CD3301: Data Analytics and Visualization syllabus for CSD 2021 regulation

Data Analytics and Visualization detailed syllabus for Computer Science & Design (CSD) for 2021 regulation curriculum has been taken from the Anna University official website and presented for the CSD students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below.

For Computer Science & Design 3rd Sem scheme and its subjects, do visit CSD 3rd Sem 2021 regulation scheme. The detailed syllabus of data analytics and visualization is as follows.

Course Objectives:

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Unit I

INTRODUCTION TO DATA ANALYTICS 09 Data Analytics Steps in Data Analytics Data Gathering Data Scrubbing Data Analysis Descriptive Analytics What Use Measures Inferential Statistics

Unit II

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Unit III

APPLICATION OF PREDICTIVE ANALYTICS 09 Analytical Customer Relationship Management – Use of Predictive Analytics in Healthcare -Financial Sector – Predictive Analytics & Business – Marketing Strategies – Fraud Detection

Unit IV

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Unit V

DASHBOARD 09 Dashboard – What, Types – Dashboard Design Approach – Healthcare Quality Dashboard – Airline Quality Dashboard – Manufacturing Quality Dashboard – Warehouse Quality Dashboard.

List of Experiments:

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Course Outcomes:

1. Able to develop data analytic programs for different use cases
2. Able to perform data visualization for data exploration
3. Develop data analytic applications
4. Get practice to analyze and interpret data for business solutions
5. To predict usefulness of data to the respective domain

Text Books:

1. Arshdeep Bahga, Vijay Madisetti , Big Data Science and Analytics A Hands-On Approach, Arshdeep Bahga, Vijay Madisetti, 2016
2. Jaejin Hwang Youngjin Yoon, Data Analytics and Visualization in Quality Analysis using Tableau, CRC, 2022

Reference Books:

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For detailed syllabus of all other subjects of Computer Science & Design, 2021 regulation curriculum do visit CSD 3rd Sem subject syllabuses for 2021 regulation.

For all Computer Science & Design results, visit Anna University CSD all semester results direct link.