Foundations
155 exercises in Foundations for Data Science & AI Literacy. Topics: AI Ethics, AI Privacy, Algorithmic Fairness, Bias.
Scored questions use recorded source keys. Ungraded exercises support self-checking. Some items lack explanations or require review; practice scores do not establish exam readiness. No account is required.
Topics in this chapter
- AI Ethics — 5 exercises · Read the source lesson
- AI Privacy — 5 exercises · Read the source lesson
- Algorithmic Fairness — 5 exercises · Read the source lesson
- Bias — 5 exercises · Read the source lesson
- Correlation — 5 exercises · Read the source lesson
- Data Cleaning — 5 exercises · Read the source lesson
- Data Collection — 5 exercises · Read the source lesson
- Datasets — 5 exercises · Read the source lesson
- Evaluating AI Output — 5 exercises · Read the source lesson
- Exploratory Data Analysis — 5 exercises · Read the source lesson
- Features and Labels — 5 exercises · Read the source lesson
- Generative AI — 5 exercises · Read the source lesson
- Hallucinations — 5 exercises · Read the source lesson
- Large Language Models — 5 exercises · Read the source lesson
- Machine Learning Basics — 5 exercises · Read the source lesson
- Missing Data — 5 exercises · Read the source lesson
- Models — 5 exercises · Read the source lesson
- NIST AI Risk Concepts — 5 exercises · Read the source lesson
- Outliers — 5 exercises · Read the source lesson
- Overfitting — 5 exercises · Read the source lesson
- Prediction — 5 exercises · Read the source lesson
- Prompting Basics — 5 exercises · Read the source lesson
- Sampling — 5 exercises · Read the source lesson
- Structured Versus Unstructured Data — 5 exercises · Read the source lesson
- Supervised Learning — 5 exercises · Read the source lesson
- Training Data — 5 exercises · Read the source lesson
- Training Versus Testing — 5 exercises · Read the source lesson
- Types of Data — 5 exercises · Read the source lesson
- Unsupervised Learning — 5 exercises · Read the source lesson
- Visualization — 5 exercises · Read the source lesson
- What Data Science Is — 5 exercises · Read the source lesson
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