Using data science and AI tools effectively and safely

Lessons (8)

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AI in our world today

I can describe uses of AI and explain the impacts of the technology.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Uses of predictive and generative AI

I can describe the difference between predictive and generative AI systems and typical uses of each.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Chatbot applications and other LLMs

I can describe the purpose of LLMs and explain why the output may not be trustworthy.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Getting the most out of an LLM

I can describe how to improve LLM output and use prompt engineering to improve LLM output.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Bias and accuracy in machine learning

I can describe the impact of data on ML models and explain bias in ML model predictions.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Understanding image generators

I can identify ethical issues and biases in AI-generated images and create images using AI tools.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Deepfakes and trust

I can define and explain the risks and benefits of deepfake technology.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Risk mitigation of AI

I can describe the main risks of artificial intelligence and explain how risks can be reduced.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

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