MCA Artificial Intelligence and Machine Learning

Teacher
Saravana Kumar
Category:
Artificial Intelligence, Machine Learning

Programme Overview:

The field of Artificial Intelligence and Machine Learning is devoted to the creation of software and hardware that enables computers to do ‘intelligent’ things as if humans did them after due thinking and reasoning. Many research discoveries in the field have now reached the point of industrial application, and companies have made and saved millions of dollars by utilizing them.

This first-of-its-kind MCA Artificial Intelligence and Machine Learning offered by Kalinga University, Raipur, in collaboration with iNurture Education Solutions is specifically designed to prepare students with theoretical foundations and practical skills in Artificial Intelligence and succeed through disruptions and transformations in the industry.

Programme Objectives:

  • Prepare leading professionals globally in government, academia, and corporate having entrepreneurial pursuits.
  • Prepare graduates capable of articulating and solving problems in Computer Science and Engineering, especially in Artificial Intelligence and Machine Learning.
  • Prepare graduates with high learnability and adaptability to the constantly changing technological environment.
  • Prepare graduates to lead and ethically initiate professional and organizational goals in an interdisciplinary team and obtain desired results.

Curriculum*

*Subject to change

Semester 1

  • Probability and statistics
  • Computer Architecture
  • Python Programming
  • Data structures and Algorithms
  • Database Management Systems
  • Operating System Principles

Semester 2

  • Inferential Statistics
  • Computer Networks
  • Artificial Neural Networks
  • Machine Learning
  • Natural Language Processing
  • Digital Image Processing

Semester 3

  • Computer Vision
  • Deep Learning
  • Exploratory Data Analysis
  • Advanced Machine Learning
  • Chat-bot Development
  • Intelligent Process Automation
  • Placement training

Semester 4

  • Big Data Analytics
  • Time series Analysis
  • Social Media Analytics
  • Reinforcement Learning

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Enrolled: 4 students
Duration: 2 Years | Full-time