Artificial Intelligence

Understand the core concepts and techniques in machine learning.

Be able to preprocess and prepare data for machine learning tasks.

Develop and implement supervised and unsupervised learning models.

Understand the basics of Python programming

Write and debug Python code

Utilize Python libraries for various tasks

Understand the basics of robotics and its applications

Design and build simple robotic systems

Program and control robots for various tasks

Understand and explain core deep learning concepts and techniques

Develop and implement convolutional and recurrent neural networks

Apply unsupervised learning methods to real-world problems