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Subject Details
Dept     : CSD
Sem      : 5
Regul    : 2019
Faculty : Mrs. Thasni A
phone  : 9952548266
E-mail  : thasni.a.csd@snsce.ac.in
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Lecture Notes

UNIT 1:
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Big Data and Data Science,Data Analytics- Types, Tools, and Applications;
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Big Data and Data Science,Data Analytics- Types, Tools, and Applications;
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Big Data and Data Science,Data Analytics- Types, Tools, and Applications;
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Big Data and Data Science,Data Analytics- Types, Tools, and Applications;
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A Project on Data Analytics - A Little History on Methodologies for Data Analytics
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A Project on Data Analytics - A Little History on Methodologies for Data Analytics
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KDD Process, CRISP-DM Methodology
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KDD Process, CRISP-DM Methodology
UNIT 2:
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Descriptive Statistics - Scale Types,
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Descriptive Statistics - Scale Types,
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Descriptive Univariate Analysis, Descriptive Bivariate Analysis;
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Descriptive Univariate Analysis, Descriptive Bivariate Analysis;
UNIT 3:
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Distance Measures
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Differences between Values of Common Attribute Types
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Differences between Values of Common Attribute Types
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Clustering
UNIT 4:
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Binary Classification
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Predictive Performance Measures for Classification;
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Logistic Regression Algorithm, Naive Bayes Algorithm
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Distance-based Learning Algorithms
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Binary Classification
UNIT 5:
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Regression and its types;
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Social Network Analysis