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Show on a big screenA scan, a spoken question and a sales table all use AI. Do they use the same kind?
No. They are three kinds of AI work. A scan is a picture. A spoken question is language. A sales table is data.
This track is Data Science, Vision and Language. It uses training, datasets and the three kinds of AI work.
What you will learn
- The data science loop. Collect, clean, train, then improve.
- Data that fits the question. Pick the data a guess needs.
- How a computer sees. The steps from a picture to an answer.
- How a computer reads. The steps from a message to meaning.
Need a quick recap?
- Three domains — pictures usually mean vision. Words usually mean NLP. Tables usually mean data science.
- Datasets — records described by attributes, a kind of fact about each one.
- Train, check, test — one pile of data, three parts.