Course Hero Logo

10.pdf - AI for Managers – S.10 Prof. Soumen Manna Learning...

Course Hero uses AI to attempt to automatically extract content from documents to surface to you and others so you can study better, e.g., in search results, to enrich docs, and more. This preview shows page 1 - 7 out of 17 pages.

AI for ManagersS.10Prof.Soumen Manna
Learning outcome so far…Supervised Learning:1.Characterization of ML algorithms2.Types of data3.Regression model: what, when, how4.Interpretation of Regression model5.Logistic model: what, when, how6.Odds ratio7.Interpretation of Logistic model8.Difference between parameter and constant
Learning outcome so far…Unsupervised Learning:1.K-Means Clustering: what, how, when2.Hierarchical Clustering: what, how, when3.Difference between K-Means and Hierarchical clustering4.Association Rule Mining:IF {A}, THEN {B}5.Market Basket Analysis6.Support, Confidence, Lift7.Apriori Algorithm8.Difference between Association and Recommendation
Background image
Machine LearningMachine learning, or ML, is an application of AI that provides computer systemswith the ability to automatically learn and improve from experience withoutbeing explicitly programmed.ML focuses on the development of algorithms that can analyze data and makepredictions.
Neural Network

Upload your study docs or become a

Course Hero member to access this document

Upload your study docs or become a

Course Hero member to access this document

End of preview. Want to read all 17 pages?

Upload your study docs or become a

Course Hero member to access this document

Term
Summer
Professor
N/A
Tags
Artificial Intelligence, Machine Learning, Artificial neural network, neural network

Newly uploaded documents

Show More

Newly uploaded documents

Show More

  • Left Quote Icon

    Student Picture

  • Left Quote Icon

    Student Picture

  • Left Quote Icon

    Student Picture