Kashi Sai Prasad - VideoAndMovie

Associate Professor, MLRIT

Hierarchical Clustering

23:43

Hierarchical Clustering

Outlier Detection

28:48

Outlier Detection

K Means Algorithm - Partitioning Based Clustering

29:55

K Means Algorithm - Partitioning Based Clustering

K Medoids - PAM Clustering

19:56

K Medoids - PAM Clustering

KNN Classifier

22:51

KNN Classifier

Naive Bayes Classifier- Bayes Theorem

18:44

Naive Bayes Classifier- Bayes Theorem

FP-Growth Algorithm Continued (Part-II)

10:14

FP-Growth Algorithm Continued (Part-II)

FP Growth Algorithm

20:02

FP Growth Algorithm

Apriori Algorithm with Example

27:07

Apriori Algorithm with Example

Association rules- Support and confidence

31:12

Association rules- Support and confidence

Data Pre-processing in Data Mining

21:32

Data Pre-processing in Data Mining

Natural Language Processing and Case Grammar

44:45

Natural Language Processing and Case Grammar

Recurrent Neural Networks

33:58

Recurrent Neural Networks

Radial Basis Function Network and Design Issues of ANN

31:16

Radial Basis Function Network and Design Issues of ANN

ANN- Single Layer Feed Forward and Multi Layer Feed Forward Networks

27:04

ANN- Single Layer Feed Forward and Multi Layer Feed Forward Networks

Introduction to Artificial Neural Networks

27:18

Introduction to Artificial Neural Networks

Deductive Learning and Clustering in Machine Learning

34:05

Deductive Learning and Clustering in Machine Learning

Support Vector Machines

24:30

Support Vector Machines

Learning Decision trees

32:27

Learning Decision trees

Inductive Learning in Artificial Intelligence

18:45

Inductive Learning in Artificial Intelligence

Machine learning Paradigms: Supervised, Unsupervised and Reinforcement Learning

22:14

Machine learning Paradigms: Supervised, Unsupervised and Reinforcement Learning

Certainty Factor Theory and Dempster Shafer Theory in Artificial Intelligence

38:52

Certainty Factor Theory and Dempster Shafer Theory in Artificial Intelligence

Bayesian Belief Network

23:30

Bayesian Belief Network

Expert Systems in AI

24:55

Expert Systems in AI

Knowledge Representation using Semantic Network & Frames

36:20

Knowledge Representation using Semantic Network & Frames

Knowledge Representation in AI

17:10

Knowledge Representation in AI

Hadoop Ecosystem

40:38

Hadoop Ecosystem

Hadoop Basics

35:41

Hadoop Basics

Introduction to Big Data

30:06

Introduction to Big Data

Logic Programming- Prolog

34:37

Logic Programming- Prolog