STC on Machine Learning ( 15- 19 March 2021)

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

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