Introduction to Data Analytics - VideoAndMovie

Summary+ Insights into the Final Exam

38:12

Summary+ Insights into the Final Exam

Introduction to Experimentation and Active Learning

33:14

Introduction to Experimentation and Active Learning

Introduction to Experimentation and Active Learning(contd)

25:42

Introduction to Experimentation and Active Learning(contd)

Clustering Analysis (contd)

30:38

Clustering Analysis (contd)

An Introduction to Online Learning - Reinforcement Learning (contd)

20:26

An Introduction to Online Learning - Reinforcement Learning (contd)

An Introduction to Online Learning - Reinforcement Learning

10:12

An Introduction to Online Learning - Reinforcement Learning

Big Data - A small introduction (contd)

15:43

Big Data - A small introduction (contd)

Clustering Analysis

28:23

Clustering Analysis

Big Data, A small introduction

18:42

Big Data, A small introduction

Association Rule Mining (contd)

13:43

Association Rule Mining (contd)

Associative Rule Mining

8:28

Associative Rule Mining

$Artificial Neural Networks(cont\'d)$

16:23

Artificial Neural Networks(cont\'d)

Ensemble Methods and Random Forests

29:53

Ensemble Methods and Random Forests

Artificial Neural Networks

23:41

Artificial Neural Networks

Deep Learning

13:51

Deep Learning

NPTEL MOOC IDA Tutorial for Assignment 3

41:25

NPTEL MOOC IDA Tutorial for Assignment 3

Model Assessment and Selection

31:11

Model Assessment and Selection

Support Vector Machines and Kernel Transformations

19:19

Support Vector Machines and Kernel Transformations

Support Vector Machines for Non Linearly Separable Data

14:49

Support Vector Machines for Non Linearly Separable Data

Support Vector Machines(contd)

17:25

Support Vector Machines(contd)

Support Vector Machines

17:00

Support Vector Machines

Bias Variance Dichotomy

24:02

Bias Variance Dichotomy

Classification and Regression Trees

22:04

Classification and Regression Trees

Classification and Regression Trees(contd)

20:05

Classification and Regression Trees(contd)

Logistic Regression

13:02

Logistic Regression

Training a Logistic Regression Classifier

9:59

Training a Logistic Regression Classifier

NPTEL MOOC IDA - Tutorial for Assignment 2

21:17

NPTEL MOOC IDA - Tutorial for Assignment 2

Ordinary Least Squares Regression

33:38

Ordinary Least Squares Regression

Data Modelling and Algorithmic Modelling Approaches

18:21

Data Modelling and Algorithmic Modelling Approaches

Regularization/ Coefficients Shrinkage

19:59

Regularization/ Coefficients Shrinkage