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Spreadsheets are all you need
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It started with a radical idea: implementing GPT2 in Excel to prove AI concepts can be understood with familiar tools.

Today, I bring that same approach of making complex AI topics accessible and easy to understand without dumbing it down.

If you're not using AI 20 times a day, you might be doing your job wrong.
3:30
If you're not using AI 20 times a day, you might be doing your job wrong.
Why AI's ROI is Hiding In Plain Sight
6:07
Why AI's ROI is Hiding In Plain Sight
LlamaCon 2025 Bingo
1:15
LlamaCon 2025 Bingo
Llama-as-a-Judge judges LlamaCon 2025 Bingo
10:21
Llama-as-a-Judge judges LlamaCon 2025 Bingo
FLOPS Demystified: AI and the math behind DeepSeek training costs
20:58
FLOPS Demystified: AI and the math behind DeepSeek training costs
ArrrZero: Why DeepSeek R1 is less important than R1-Zero
13:11
ArrrZero: Why DeepSeek R1 is less important than R1-Zero
Web version of Spreadsheets-are-all-you-need at AI Tinkerers Dec 11, 2024
4:00
Web version of Spreadsheets-are-all-you-need at AI Tinkerers Dec 11, 2024
Four techniques for debugging AI and LLM models in Spreadsheets-are-all-you-need
1:42
Four techniques for debugging AI and LLM models in Spreadsheets-are-all-you-need
Getting started with GPT2 and Spreadsheets-are-all-you-need in the browser
2:42
Getting started with GPT2 and Spreadsheets-are-all-you-need in the browser
500 Lines of Code that show Learning AI is easier than you think
2:21
500 Lines of Code that show Learning AI is easier than you think
Lesson 3: Understanding Word Embeddings in AI and LLMs
46:32
Lesson 3: Understanding Word Embeddings in AI and LLMs
Lesson 2: Byte Pair Encoding in AI Explained with a Spreadsheet
35:26
Lesson 2: Byte Pair Encoding in AI Explained with a Spreadsheet
GPT2 implemented in Excel (Spreadsheets-are-all-you-need) at AI Tinkerers Seattle
10:13
GPT2 implemented in Excel (Spreadsheets-are-all-you-need) at AI Tinkerers Seattle
Lesson 1: Demystifying how GPT works: From Architecture to...Excel!?! 🚀
9:57
Lesson 1: Demystifying how GPT works: From Architecture to...Excel!?! 🚀
GPT2 in a Spreadsheet: A demo of Spreadsheets-are-all-you-need
7:39
GPT2 in a Spreadsheet: A demo of Spreadsheets-are-all-you-need
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