AI Creator Camp: Build Classifiers, Chatbots, Vision & Capstone

Class Experience

Learning Outcomes

• Build and train practical machine learning classifiers using no-code tools and Python in Google Colab.

• Explain the differences between AI, machine learning, and deep learning and how models learn from data.

• Describe how neural networks process information and how training updates network weights.

• Apply NLP techniques and write effective prompts for large language models; understand common failure modes like hallucination and overfitting.

• Plan, build and present an original capstone AI project that demonstrates learned techniques.