Course Overview:
B.Sc. in Artificial Intelligence and Machine Learning is a three-year undergraduate program aimed at providing students with in-depth knowledge of AI techniques, machine learning algorithms, data science, and programming languages. The course is designed to prepare students for a rapidly evolving technological world, where AI and ML are becoming essential tools across various sectors like healthcare, finance, automation, robotics, and more.

Duration:
3 Years (6 Semesters)

Syllabus (Semester-wise):

• Semester 1:

• Introduction to Artificial Intelligence

• Programming with Python

• Fundamentals of Data Science

• Calculus and Linear Algebra

• Communication Skills

• Semester 2:

• Data Structures and Algorithms

• Machine Learning Fundamentals

• Probability and Statistics for AI

• Database Management Systems (SQL)

• Environmental Studies

• Semester 3:

• Neural Networks and Deep Learning

• Natural Language Processing (NLP)

• Big Data Technologies

• Data Visualization with R

• Operating Systems

• Semester 4:

• Advanced Machine Learning Techniques

• Reinforcement Learning

• Robotics and Automation

• Data Mining and Predictive Analytics

• Cloud Computing

• Semester 5:

• Computer Vision and Image Processing

• AI in Healthcare and Finance

• Deep Learning for Natural Language Processing

• Data Security and Privacy

• Electives (IoT, Blockchain, etc.)

• Semester 6:

• Capstone Project in AI/ML

• Advanced AI Techniques

• Real-Time AI Systems

• Internship and Industry Training

• Elective (AI Ethics, AI for Social Good, etc.)

Average Fees:
INR 1,50,000 to INR 4,00,000 per year (depending on the institution)

Exams to Attend:

• National level exams like JEE, NEST, and DUET (some universities may require these)

• University-specific entrance exams

• Merit-based admissions (based on 12th-grade results)

Top 10 Ranking Institutions for B.Sc. in Artificial Intelligence and Machine Learning in India:

1. Christ University, Bangalore

2. Loyola College, Chennai

3. St. Xavier's College, Mumbai

4. Symbiosis Institute of Computer Studies and Research, Pune

5. Madras Christian College, Chennai

6. Presidency College, Bangalore

7. Fergusson College, Pune

8. Mount Carmel College, Bangalore

9. Hindu College, Delhi

10. St. Joseph's College, Bangalore

Top 10 Institutions in Kerala for B.Sc. in Artificial Intelligence and Machine Learning:

1. Rajagiri College of Social Sciences, Ernakulam

2. Sacred Heart College, Thevara

3. St. Teresa’s College, Ernakulam

4. Government College for Women, Thiruvananthapuram

5. Farook College, Kozhikode

6. Mar Ivanios College, Thiruvananthapuram

7. St. Thomas College, Thrissur

8. Assumption College, Changanassery

9. CMS College, Kottayam

10. Bishop Moore College, Mavelikara