What kind of projects can I expect in a beginner-level AI course?

In an Artificial intelligence course for beginners, you can expect hands-on projects that help build foundational skills. Common beginner-level AI projects include image classification using basic neural networks, sentiment analysis of text data, chatbot creation with simple logic, spam email detection, and stock price prediction using linear regression. These projects typically use Python with libraries like TensorFlow, Keras, or scikit-learn. The goal is to apply AI concepts such as supervised learning, natural language processing, and model evaluation. These beginner-friendly projects reinforce theoretical knowledge through practical, real-world applications, preparing learners for more advanced challenges.