Data science: AI and machine learning

Lessons (8)

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Introduction to AI

I can explain what artificial intelligence is and identify some common uses in the real world.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Machine learning

I can recognise the applications of machine learning and some common machine learning models.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Predictive vs generative AI

I can explain the differences between predictive and generative AI systems.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Social and ethical issues of AI systems

I can analyse the social and ethical implications of AI technologies.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Data driven models

I can recognise that AI systems rely on data-driven models and the importance of data quality.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Approaches to training machine learning models

I can explain the difference between supervised and unsupervised machine learning models.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Classification

I can explain how AI systems classify data into categories and how classification underpins many AI tasks.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Machine learning engines

I can explore a range of machine learning engines which are used to build AI models.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

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