Lecture Notes

Dear Students the Lecture Notes has been uploaded for the following topics:
Big Data and Data Science,
A project on Data Analytics,
A little History on Methodologies for Data Analytics,
KDD Process,
CRISP-DM Methodology

Lecture Notes

Dear Students the Lecture Notes has been uploaded for the following topics:
Binary Classification - Predictive Performance Measures for Classification,
Binary Classification - Predictive Performance Measures for Classification,
Distance-based Learning Algorithms, K-nearest Neighbor Algorithms,
Case-based Reasoning,
Probabilistic Classification Algorithms,
Logistic Regression Algorithm,
Naive Bayes Algorithm.,
Regression and its types,
Working with Texts,
Recommender Systems,
Social Network Analysis

Lecture Notes

Dear Students the Lecture Notes has been uploaded for the following topics:
Descriptive Univariate Analysis, Descriptive Bivariate Analysis,
Descriptive Univariate Analysis, Descriptive Bivariate Analysis,
Descriptive Multivariate Analysis - Multivariate Frequencies,
Data Quality - Missing Values, Redundant Data,
Distance Measures - Differences between Values of Common Attribute Types

Lecture Notes

Dear Students the Lecture Notes has been uploaded for the following topics:
Descriptive Statistics - Scale Types,
Multivariate Data Visualization , Multivariate Statistics , Infographics and Word Clouds

Grades & Toppers of IAE1

VISHNUPRIYA M K

1

SANDHIYA E

1

Lecture Notes

Dear Students the Lecture Notes has been uploaded for the following topics:
Distance Measures - Differences between Values of Common Attribute Types,
Distance Measures for Objects with Quantitative Attributes,
Distance Measures for Non-conventional Attributes,
Clustering Validation,
Clustering Techniques - K-means, Centroids,
Distance Measures, DBSCAN,
Binary Classification - Predictive Performance Measures for Classification,
Distance-based Learning Algorithms, K-nearest Neighbor Algorithms,
Case-based Reasoning,
Probabilistic Classification Algorithms,
Logistic Regression Algorithm,
Naive Bayes Algorithm.

Puzzles

Dear Students the Puzzles has been uploaded for the following topics:
Descriptive Statistics

Youtube Video

Dear Students the Youtube Video has been uploaded for the following topics:
Introduction & Descriptive types

Assignment

Assignment topic is Univariate , Bivariate & Muyltivariate and due date is .

Resource Link

Dear Students the Resource Link has been uploaded for the following topics:
Visualization

Lecture Notes

Dear Students the Lecture Notes has been uploaded for the following topics:
Data Analytics- Types, Tools and Applications