Course Details: Artificial Intelligence

Artificial Intelligence

Online AICTE Training and Learning (ATAL) Faculty Development Program (FDP) on Artificial Intelligence (AI) , Organized by Department of Computer Science and Engineering (CSE), National Institute of Technology, Warangal, Warangal - 506004, Telangana, India

Artificial intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think like humans and mimic their actions. The term may also be applied to any machine that exhibits traits associated with a human mind such as learning and problem-solving.

Day 1

Introduction to Artificial Intelligence

Agents, Environments and Problem Formulations

Installation of SWI-Prolog and Basic Programming

Day 2

Search Strategies - I

Search Strategies - II

Local Search Algorithms and Optimization Problems

Hands-on Session on SWI-Prolog

Day 3
Day 4

Random Variables and Probability Distributions

Bayesian Learning

Hidden Markov Model

Demo Session on Selected Topics

Day 5

Markov Decision Process (MDP) and Dynamic Programming Algorithms for MDP - Part 1

Markov Decision Process (MDP) and Dynamic Programming Algorithms for MDP - Part 2

Ensemble Methods in AI

Robotic Process Automation

Day 6

Case Studies of AI: Predictive Modeling - Impact Analysis

Applications of AI in Natural Language Processing

Case Studies of Artificial Intelligence: Recommender Systems - Part 1

Case Studies of Artificial Intelligence: Recommender Systems - Part 2

Feedback and Valediction - Online ATAL FDP on Artificial Intelligence

NIT WARANGAL

Fee Free
Enroll Now