Flashcards: Fundamentals of AI and ML
Fundamentals of AI and ML sticks when you recall it, not when you reread it. Flip a card, answer out loud, then grade yourself honestly. Nobody is checking, which is exactly why lying to yourself is the only way to lose.
Flip, recall, grade yourself honestly.
What you will practise
You will practise Fundamentals of AI and ML, with questions touching AI concepts, AI use cases and ML lifecycle.
- AI concepts
- AI use cases
- ML lifecycle
It is part of the AWS Certified AI Practitioner track (AIF-C01), where Fundamentals of AI and ML is about 20% of the exam.
A taste of what you will get
Supervised vs unsupervised vs reinforcement learning?
Answer: Supervised learns from labelled examples. Unsupervised finds patterns in unlabelled data. Reinforcement learns by trial and reward towards a goal.
Labelled vs unlabelled data?
Answer: Labelled data has the right answer attached, such as "fraud" or "not fraud". Unlabelled data is raw, with no answers.
How scoring works
- Every correct answer pays 10 XP for each difficulty level, so an easy item is worth 10, a medium one 20 and a hard one 30.
- Answer with time to spare and you can earn up to 5 bonus XP on top.
- A wrong answer pays nothing. It does not cost you anything either.
- Flashcards pay 2 XP each time you grade yourself 3 or higher.
- Using a hint costs 2 XP, so use it when it helps, not when it is comfortable.
- Finish a session on consecutive days to build a streak. Your progress lives in your browser, and signing in syncs it.
Quick answers
- How long does the flashcards on Fundamentals of AI and ML take?
- About 4 minutes for 8 cards, plus any cards due. Pause whenever you like.
- Do I need an account to play the flashcards?
- No. Progress is saved in your browser, and signing in syncs it across devices.