Business Analytics For Management Decision

Business Analytics For Management Decision in NPTEL and Indian Institute of Technology, Kharagpur

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Created by IIT Kharagpur Staff Last updated Wed, 23-Feb-2022 English


Business Analytics For Management Decision free videos and free material uploaded by IIT Kharagpur Staff .

Syllabus / What will i learn?

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Lecture 12.
Lecture 13.
Lecture 14.
Lecture 15.
Lecture 16: Statistical inference.
Lecture 17: Testing of Hypothesis.
Lecturer 18: Testing of Hypothesis (Contd.).
Lecture 19: Confidence Interval.
Lecture 20: Confidence Interval 2.
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Lecture 24.
Lecture 25.
Lecture 26.
Lecture 27.
Lecture 28.
Lecture 29.
Lecture 30.
Lecture 31 :Dummy Modelling.
Lecture 32 : Dummy Modelling (Contd.).
Lectur 33 : Panel Data Model.
Lecture 34 : Panel Data Model (Contd.).
Lecture 35 : Time Series Forecasting.
Lecture 36 : Time Series Forecasting (Contd.).
Lecture 37 : Machine Learning.
Lecture 38 : Machine Learning (Contd.).
Lecture 39 : Data Mining.
Lecture 40 : Simulation.
Lecture 41 : Basics.
Lecture 42 : Linear Programming 1.
Lecture 43 : Linear Programming 2.
Lecture 44 : Special Issues of Linear Programming.
Lecture 45 : Simplex Method of Linear Programming.
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Curriculum for this course
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Description

PRE-REQUISITES: Basic Statistics, Basic Mathematics, and Basic Management

INTENDED AUDIENCE: Management Students

COURSE OUTLINE: Students can obtain exposure on data analysis, modeling and spreadsheet use with BUSINESS ANALYTICS for DECISION MAKING course. This course will be exclusively quantitative and an application to business/management-related problems. It is connected with problem sets and real life cases to know the relevance of a particular problem and the decision-making thereof.

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Free

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