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Big Data

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1883

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According to SPPU New Revised CBCS Syllabus w.e.f. 2020-21

S.Y. B.B.A (Computer Application)

Semester-III

A Text Book of

Big Data

Author: Varsha Gidde

Book ID: 1883

Price: 260/-

ISBN: 978-81-946902-4-5

Quantity
In Stock

Contents

1. Introduction to Big Data  

1. Introduction  

2. Digital Data  

3. Big Data Analytics  

4. Applications of Big Data

2. Introduction to Data Science    

1. Introduction to Data Science    

2. Concept of Data Analysis  

3. Types of Analytics  

4. Population and Sample 

3. Introduction to Machine Learning

1. Introduction  

2. Basics of Machine Learning

3. Types of Machine Learning 

4. Supervised Machine Learning     

5. Unsupervised Machine Learning   

6. Regression Analysis 

7. Types of Regression 

4. Data Analytics with R/ WEKA Machine Learning

1. Introduction  

2. How to Install R Software 

3. Basics of R Language

4. Functions     

5. Data Structure in R 

6. Data Manipulation   

7. Data Analysis and Visualization 

8. WEKA Machine Learning     

9. Data Visualization using WEKA

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