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 |
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