Introduction To AI And Image Processing

This beginner online course will show you the basics of AI principles and ethics, and introduce image processing using Machine Learning. Learn about images, data compression, classification and colour detection using Python.

Course Outline:

• Welcome to the course
• Introduction to AI
• Introduction to AI Ethics
• Vectors, Tensors and Matrices
• Big Data + Principal Component Analysis
• Training and Test Sets, Probability, Bayes Rule
• Colour Detection, Supervised + Unsupervised Learning, K Means
• Project Building
• Congrats

What You Will Learn:

• Explore basic concepts of Artificial Intelligence, how it works and how to use it responsibly.
• Learn basic image processing techniques
• Expand on Computer Science principles by working with databases, and learning various Machine Learning algorithms.
• Use applied maths skills such as probability and statistics to solve real problems.
• Code in Google Notebook and work with Python Libraries for Machine Learning like Pandas, Numpy, PIL, matplotlib and sklearn.
• Develop critical thinking and problem-solving skills
• Enhance career and university opportunities with a coding portfolio showcasing real-world machine learning projects.