Anthropic Fellows Program, ML Systems & Reinforcement Learning

The skills this role asks for

Tick the ones you already have. 8 skills; cover 6 and you are ready to apply, and show you are learning the rest.

1. Prompting and AI toolsWrite, test and compare three prompts 45 minTake one real task from your work. Write three different prompts for it, run each twice, and note which is most reliable and why.Anthropic Academy, free courses
2. Checking AI outputBuild a ten-question test set 60 minWrite ten questions with known right answers for an AI tool you use, score its answers, and write down where it goes wrong.
3. PythonYour first useful script 90 minDo the first lessons, then write a script that reads a spreadsheet you actually use and prints one answer from it.Kaggle Learn, Python (free)
4. APIs and integrationsCall an AI model from a script 60 minUse a provider's quickstart to send one request and print the answer. Keep the key in a secret, never in the code.
5. Machine learning basicsTrain and judge a first model 90 minFollow the course and write two sentences on how you would know if the model is wrong.Kaggle Learn, Intro to Machine Learning (free)
6. Product and project managementA one-page spec for an AI feature 60 minWrite the problem, who it is for, what good looks like, how you would test it and what could go wrong.
7. Responsible AI and safetyA risk note for one AI tool 45 minFor a tool you use, list who could be harmed, what data it sees, and one safeguard you would add.
8. Customers and salesExplain an AI product to a sceptic 30 minRecord a two-minute explanation of one AI product to someone who doubts it, including what it cannot do.

Tick what you have to see where you stand.

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