Quizzes

Short quizzes drawn from the deck: 10 questions a run, answers included. Answer in your head, reveal, mark yourself, and share the score if it is a good one.

• Machine Learning QuizBias and variance, regularization, metrics, ensembles and encodings.70 questions in the pool
• Data Science QuizMachine learning and statistics mixed, the way a data science interview mixes them.108 questions in the pool
• AI QuizLarge language models, neural networks and the history of AI.105 questions in the pool
• Deep Learning QuizActivations, gradient descent, regularization and the architectures built from them.54 questions in the pool
• Statistics QuizHypothesis tests, distributions, correlation and regression diagnostics.38 questions in the pool
• Generative AI and LLM QuizDecoding, retrieval, fine-tuning and serving large language models.16 questions in the pool
• AI History QuizThe people, papers and machines that built AI, from Bayes to the Transformer.35 questions in the pool

The history of AI as a timeline · All questions with answers