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STC on Machine Learning ( 15- 19 March 2021)

STC on Machine Learning Algorithms for Faculty and Staff from AICTE approved Technical Institutions

Online Registration http://www.nitttrchd.ac.in/sitenew1/core/stclink.php
Schedule
DATE 10: A.M. to 11:30 P.M. 2:30 P.M. to 4:00 P.M.
15-03-2021 Introduction to Machine Learning



Essentials of Python , Machine Learning Libraries and Demonstration on Machine Learning Algorithms 16-03-2021 Essential of Statistics for Machine Learning Algorithms



Linear Regression, Logistic Regression and Gradient Descent



17-03-2021 Supervised Learning using Decision Tree, K-Nearest Neighbors and Naive Bayes



Discriminant Analysis, Random Forest and SVM Algorithms



18-03-2021 Unsupervised Learning using K-Means and Hierarchical Clustering Ensemble Machine Learning
(Bagged Decision Trees, Boosting and AdaBoost) Algorithms 19-03-2021 Neural Networks and deep neural


networks,  Regularization and optimizing deep networks
CNN Algorithms and Deep learning