DEPARTMENT OF COMPUTER SCIENCE & ENGINEERING
“Python for Artificial Intelligence” – (30 hours)
This course is designed to provide students with an introduction to Artificial Intelligence (AI) and its applications using the Python programming language. The curriculum focuses on the essential concepts and techniques in AI, and will provide a solid foundation for further study.
Basic knowledge of programming concepts
Basic understanding of mathematics (linear algebra, calculus)
The course is designed to be completed in 30 hours of instruction, spread out over several weeks or months.
Module I. Python Fundamentals (5 hours)
Module II. Data Science with Python (5 hours)
Module III. Machine Learning with Python (10 hours)
Module IV. Natural Language Processing with Python (5 hours)
Module V. Project-based Learning (5 hours)
Students will work on a real-world project using the AI techniques and algorithms covered in the course. This will provide hands-on experience and help to reinforce the concepts learned in the course.
Python for Data Science Handbook by Jake VanderPlas
Online tutorials and videos
Python libraries for AI and Machine Learning (Numpy, Pandas, Matplotlib, Scikit-learn, Tensorflow, Keras)
Quizzes and exams to test understanding of the course material
Project evaluations to assess the application of AI techniques and algorithms to real-world problems.
Faculty for theory classes:
Ms. Shemimol.B, Ms. Neetha Alex
Hands on sessions:
Ms. Shemimol B, Ms. Neetha Alex, Ms. Ansia S
Ms. Soorya P, Ms. Chinnu Ravi