Summer Internship Programme

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NALLA MALLA REDDY ENGINEERING College

Divyanagar, Narapally, Kachivanisingaram Post, Ghatkesar Mandal, Medchal. Dist

 

                                                                      SUMMER INTERNSHIP PROGRAMME

                                                                                           ON

                                                          MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE

 

  DATE 

TOPIC

17-06-2019

Overview of AI, Philosophy of AI, Goals of AI ,What Contributes to AI?, Applications of AI, History of AI , Intelligent System, Types of Intelligence,  Human and Machine Intelligence.

18-06-2019

Types of learning 
Probability Theory, Linear Algebra, Convex Optimization
Introduction: Statistical Decision Theory - Regression, Statistical Decision Theory – Classification, Bias Variance" Linear Regression, Multivariate Regression Linear Classification, Logistic Regression, SVM.

19-06-2019

Neural Networks - Introduction, Early Models, Perception Learning, Neural Networks – Back propagation, Neural Networks - Initialization, Training & Validation, Parameter Estimation, Decision Trees, Regression Tree, Decision Trees - Stopping Criterion & Pruning, Loss functions, Decision.

20-06-2019

Introduction to tools R/Matlab/Tableau
Deep dive into R or tableau.

21-06-2019

Practical live case using R or tableau- Hands on session

22-06-2019

Hands on session.

 

Contact:

Mr. V Mohan

Branch Counselor

contact no. : 9908633601 

 

 

 

 

 

                                                                                                   CONDUCTED BY

                                                                                                                  IEEE NMREC STUDENT BRANCH

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