Data Science
AI tools for data analysis and machine learning
Data Science tools
- Claude
Anthropic's chat assistant for writing, analysis and code
- Anthropic API
Put Claude inside your own software
- Hugging Face
Where open machine learning models get hosted and shared
- LangChain
Framework for building apps on top of language models
- qmd
Search your own markdown notes from the terminal, fully offline
Use cases running Data Science tools
- Get your team using AI, starting with one task they hateSkip the company-wide rollout. Pick the one task your team dreads, write down how long it takes now, fix the process, then hand the boring part to AI and show the before and after.
- Give your team a shared company brain AI can readWrite down how your business works, one plain page per topic, in a place AI can read. Then anyone on the team can ask it and get the answer you would give, with the page it came from.
- Make your website usable by AI agents that book and buySend an AI agent to book, buy or request a quote on your own site, and write down where it gets stuck. Then give your developer a spec for the actions an agent should be able to call directly.
- Match website enquiries to the right service before visitors leaveDescribe each service you offer in plain words, let AI read every enquiry against them and score the fit, and show the visitor their match and next step on the page. Unclear ones go to a person.
Friday
The brief, by email
Every Friday, five to seven links, each with what to do about it.
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