Data Analytics Lab (CS-605) - B Tech RGPV AICTE Flexible Curricula Notes

Thursday, March 26, 2020

Data Analytics Lab (CS-605)
 B.Tech RGPV notes AICTE flexible curricula Bachelor of technology

Course Outcomes:

After completion of the course students should be able to
1. Understand the basic of data analytics using concepts of statistics and probability.
2. Understand the needs of data processing techniques.
3. Implement the data analytics techniques using R, MATLAB and Python.
4. Apply the data analytics techniques in real life applications.


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B.Tech RGPV notes AICTE flexible curricula Bachelor of technology

Syllabus

UNIT 1:
Basics of data analytic framework, data per-processing, Statistics, probability, Probability Distribution, Bayes’ Theorem, Central Limit theorem, Data Exploration & preparation, Concepts of Correlation, Regression, Covariance, Outliers, Data visualization

UNIT 2:
Introduction to R as a data analytics tool.

UNIT 3:
Introduction to MATLAB as a data analytics tool.

UNIT 4:
Introduction to python as a data analytics tool.

UNIT 5:
Case studies.


NOTES


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