Business Analytics for Management Decision

NPTEL and Indian Institute of Technology, Kharagpur via YouTube

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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 2.
Lecture 3.
Lecture 4.
Lecture 5.
Lecture 6.
Lecture 7.
Lecture 8.
Lecture 9.
Lecture 10.
Lecture 11.
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

Reviews

4.4 rating, based on 14 Class Central reviews

Start your review of Business Analytics for Management Decision

Naila Zakiya

This NPTEL course on Business Analytics is exceptionally well-structured and provides a deep dive into data-driven decision-making. The lectures are clear, and the way complex statistical concepts are applied to real-world management scenarios is very helpful. It has significantly improved my understanding of how to use analytical tools to solve business problems. I highly recommend this to anyone looking to enhance their analytical skills through high-quality, accessible content on YouTube.
Chokkakula Manoj Kumar

I recently completed an online course on Business Analytics for Management Decision, and it was an excellent learning experience. The course provided a clear understanding of how data-driven insights support strategic and operational decision-making…

I recently completed an online course on Business Analytics for Management Decision, and it was an excellent learning experience. The course provided a clear understanding of how data-driven insights support strategic and operational decision-making in business. I learned key analytical techniques such as data visualization, predictive modeling, and statistical analysis, which helped me understand how to interpret complex data effectively. The course also emphasized practical applications through real-world case studies, making it easier to connect theory with actual business situations. The instructor explained concepts clearly, and the course structure was well-organized and interactive. Overall, it strengthened my analytical thinking, problem-solving, and decision-making skills, which are essential for managerial roles. I highly recommend it to anyone aiming to enhance their data-driven management capabilities.
HEMACHANDIRAN.S

Nice learning it's useful to us and also I understand many things for the business and also decision makings in the business analytics
JANMESH DEKATE

The explanation of the person is very clearly and it is understandable for every one. Every person has to get the course and learn different and new things. Thanks to iit kharghar
Manoj V

Very good gain practical knowledge about the bussiness data Analyst with an machine learning models ans algorithms etc
BIENVENUE BENISTA BENGAYE

This course provides valuable insights into data-driven decision-making for management. The content is well-structured, covering key concepts such as data analysis, predictive modeling, and business intelligence. The practical case studies and real-world applications make learning more engaging and applicable. Additionally, the course effectively balances theoretical knowledge with hands-on exercises, enhancing critical thinking and problem-solving skills. Overall, I would rate this course highly for its relevance, depth, and practicality in modern business environments.
Haritharan

I really appreciate the teaching..it was very useful for me and needed.. Every explanation was good and easily understandable
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.
Mallapurthi Gangoli

I like the Content delivery about the business analytics. I gained more Knowledge through this Online Course

Thank You 😊
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.
Patange Akshitha
2

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!"
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.
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.
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.