Lecture Notes || SNS Courseware

Subject Details

Dept : MBA

Sem : 2

Regul : 2023

Faculty : Dr.P.Krishnaveni

phone : 9942063355

E-mail : krishnaveni.p.mba@snsct.org

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Lecture Notes

UNIT 1:

Sources of Data

Sources of Data and Value Escalator

Value Escalator and Story of a Company

Getting started with Azureml

9 Getting started with Azureml

UNIT 2:

Introduction to ETL

Generating Values from multiple sources

Examples of Value generation and SQL

Database and SQL

SQL

SQL Queries

SQL Joins

Other ETL tasks

UNIT 3:

Describing Single Quantity

Introduction to Descriptive Analytics

Case Study - WTO Report 2014

Describing Single Quantity in Azureml

Describing Two Quantity

Describing Two Quantities in Azureml

UNIT 4:

Power of Analytics

Predictive Analytics

Forecasting & its technique

Time Series Analysis

Additive & Multiplicative models

Exponential smoothing techniques

Regression and its types

Regression Model Building & OLS Estimation

UNIT 5:

Forecasting Accuracy

Auto Regressive Model

Moving Average Model

Demo using SPSS - Multiple Regression

Demo using SPSS - Auto Regression

Demo using SPSS - ACF and PACF

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