2months 8 weekends...2020/02/20 · 2 months 8weekends 044-28177233 9444028424 9444373852...
TRANSCRIPT
2 WeekendsMonths 8044-28177233 9444028424 9444373852
[email protected] www.liba.edu
• Introduction to Machine Learning• Models & Metrics• Classifi cation - Logistic Regression - Linear Discriminant• Analysis - Confusion Matrix - ROC• Optimisation - Gradient Descent - Non-linear Programming• Decision Trees - Random Forest Bagging - Support Vector Machines• Boosting - Ensemble Methods - CatBoost, AdaBoost, XG Boost, LightGBM• Recommender Systems - Collaborative Filtering, Factorisation• Neural Networks - Hyper Parameter Tuning - Regularisation - CNN• Natural Language Processing (RNNs)• Unsupervised Learning - Clustering Methods• Reinforcement Learning
C O U R S E C O N T E N T
LoyolaInstitute ofBusinessAdministration(LIBA)A Jesuit Business School
ARTIFICIAL INTELLIGENCE & MACHINE LEARNING
C E R T I F I C A T E P R O G R A M M E I N
MANAGEMENT DEVELOPMENT CENTRE LIBA LOYOLA COLLEGE CAMPUS CHENNAI 600034
Application Fee: Rs.500 + 18% GSTCourse Fee: Rs.20,000 + 18% GST