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Learning about AI/ML for Text, with Wordle!

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Learning about AI/ML for Text, with Wordle!
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56
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CC Attribution 3.0 Unported:
You are free to use, adapt and copy, distribute and transmit the work or content in adapted or unchanged form for any legal purpose as long as the work is attributed to the author in the manner specified by the author or licensor.
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What can the hit game Wordle teach us about Information Retrieval, Search and AI/ML? As it turns out, quite a bit! We'll use the Wordle game as our example "text problem" we want to solve, and run through many of the key concepts you need to get started with AI and ML for text. We'll see (with code!) how some common text-related statistics work, and how they can be used to solve (cheat...) Wordle. Then, we'll build ourselves an AI to do the same. Finally, we'll see how that compares to brute-forcing it with regular expressions! We won't solve all your text-related problems, but hopefully you'll learn the key concepts you need for more advanced talks. And if nothing else, you'll understand the python code for an AI to help you win Wordle!