BCA 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. Industries have started applying many research discoveries in this field and have made and saved millions. Challenges previously thought unsolvable are now getting cracked with sophisticated AI technology.

The BCA Artificial Intelligence and Machine Learning programme offered by Kalinga University, Raipur, aims to build in students the theoretical foundations and practical skills of Artificial Intelligence and Machine Learning to face the new world of digital disruption and transformation.

Programme Objectives:

  • Prepare graduates to become successful Artificial Intelligence and Machine Learning experts and lead process enablers who are competent, innovative and productive in addressing the needs of the Industry, Society and/or pursue higher education and research & development.
  • Prepare graduates who grow professionally with their knowledge and skills and develop a passion for lifelong learning.
  • Prepare graduates who demonstrate high standards of ethical conduct, positive attitude and societal responsibilities.
  • Prepare graduates who demonstrate high standards of ethical conduct, positive attitude and societal responsibilities.

Curriculum*

*Subject to change

Semester 1

  • Web Technology
  • Programming in C
  • Computer Architecture and Organization
  • Operating Systems
  • Effective Communication Skills
  • Office Automation Lab
  • Theory of Mathematics

Semester 2

  • Data Structures and Algorithms
  • Computer Networks
  • Introduction to Artificial Intelligence
  • Inferential Statistics
  • Object Oriented Programming using Java
  • Environmental Studies
  • Personality Development

Semester 3

  • Software Engineering
  • Data Visualization
  • Database ManagementSystems
  • Python programming
  • Machine Learning
  • Artificial Neural Networks
  • Business Communication and Presentation Skills
  • Interdisciplinary Project – I

Semester 4

  • Data Analytics using SQL
  • Deep Learning
  • Advanced Machine Learning
  • Natural language Processing
  • Elective – I (Digital Image Processing / Android Application Development
  • Logical Reasoning and Thinking
  • Interdisciplinary Project – II

Semester 5

  • Computer Vision
  • Chat Bot Development
  • No SQL Databases
  • Data Science / Robotic Process Automation Tools
  • Cloud Web Services / Blockchain Essentials
  • Project Work – I
  • Working towards Placement
  • Industrial Training Evaluation

Semester 6

  • Social Media Analytics
  • Big Data Analysis
  • Infrastructure Containers / Time Series Analysis
  • Major Project / Internship

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Enrolled: 4 students
Duration: 3 Years | Full-time