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Dept     : ECE
Sem      : 5
Regul    : 2019
Faculty : A.Sakira Parveen
phone  : NIL
E-mail  : sakiraparveen.a.ece@snsct.org
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Announcements

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:</br>Types of Machine Learning , </br>Definition of learning systems Goals and applications of machine learning, </br>Machine Learning Process, </br>Testing Machine Learning Algorithms, </br>The Curse of Dimensionality, </br>Terminology-Weight Space, </br>Regression: Linear Regression,Parametric Models, </br>Multivariate Regression , </br>Classification: Bayesian Decision Theory parametric and non-parametric methods, </br>Multivariate Classification- Logistic Regression, </br>K-Nearest Neighbor classifier, </br>Decision Tree based methods for classification & Regression Ensemble methods

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:</br>Introduction & Clustering, </br>K-means clustering, </br>EM algorithm, </br>Principal Component Analysis, </br>Hierarchical Clustering, </br>Probabilistic PCA

  • Question Bank

    Dear Students the Question Bank has been uploaded for the following topics:</br>AIML

  • Youtube Video

    Dear Students the Youtube Video has been uploaded for the following topics:</br>Artificial Intelligence</br>Machine Learning</br>New Advances in AIML

  • Resource Link

    Dear Students the Resource Link has been uploaded for the following topics:</br>Artificial Intelligence