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NPTEL

Business Analytics for Management Decision

NPTEL and Indian Institute of Technology, Kharagpur via YouTube

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Overview

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.

Syllabus

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Lecture 10.
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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.
Lecture 21.
Lecture 22.
Lecture 23.
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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Taught by

Business Analytics For Management Decision - IITKGP

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Reviews

4.0 rating, based on 6 Class Central reviews

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  • Profile image for Saiganesh Dandagal
    Saiganesh Dandagal
    The "Business Analytics For Management Decision" course on NPTEL via YouTube offers a comprehensive and insightful exploration of analytics in the business context. The instructors provide clear explanations, and the practical examples enhance understanding. The course structure is well-organized, covering essential topics such as data analysis, predictive modeling, and decision-making.
  • Profile image for Shahid Ahmad Shah
    Shahid Ahmad Shah
    The instructors bring a wealth of knowledge and experience to the course, clearly explaining complex concepts in an accessible manner. Their expertise is evident not only in the depth of the content but also in their ability to engage with the audience, making even the most challenging topics manageable.
  • Profile image for ANANTH SELVAKUMAR
    ANANTH SELVAKUMAR
    A great course with a lot of concepts to learn. I got to learn new topics and various ways of how business analytics will support in management decisions.
  • Patange Akshitha
    It’s a great platform to achieve and grow your knowledge. I've never completed a course like this before (remote instruction) and I cannot express how great the instructor was and the overall content of the material. I would defintely recommend this to my co-workers as well as friends. I will be looking into taking more of these classes through class central in the near future. Thank you!"
  • Profile image for Tanushree Joshi
    Tanushree Joshi
    Hi team,
    I really enjoyed the online course. This was an amazing experience as I've never completed a course like this before. The faculty was very professional. I'm very impressed. I would definitely recommend this to others.
  • Profile image for Shashikanth Venkataraman
    Shashikanth Venkataraman
    Was good and informative, just saw the YouTube videos. I will be taking free courses. if you can provide some access to learning materials / practical workings it will be helpful.
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