Advanced Mathematics in Everyday Language

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Mathematics of LLMs Made Simple: Algorithms That Power LLMs, Explained in Everyday Language (Advanced Mathematics in Everyday Language Book 3) Summary

This is a guided tour of the mathematics, engineering, and trade-offs behind large language models, all explained in everyday language for everyone. Learn how LLMs truly work, behind the scenes.

This is for everyone, irrespective of whether you have a background in computer science or not.

You will learn how LLMs turn text into tokens, tokens into probabilities, and probabilities into coherent language.. The audio book covers information theory, entropy, n-gram models, Byte Pair Encoding, embeddings, transformers, fine-tuning, and inference. We explain why scale improves performance, why overfitting wrecks reliability, how memory extends context, and how multimodal systems connect words with images, audio, and video.

If you can foresee AI impacting a part of life, you need to know how AI really works.

©2026 The Turing App (P)2026 The Turing App
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Product list

  • Book 1 in the series

    Cover of Mathematics of Coral Reefs: How Math Might Save Coral Reefs from Climate Change (Advanced Mathematics in Everyday La

    • Mathematics of Coral Reefs: How Math Might Save Coral Reefs from Climate Change (Advanced Mathematics in Everyday Language Book 1)

    • By: Turing Editorial Team
    Unavailable on Audible.fr
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  • Book 3 in the series

    Cover of Mathematics of LLMs Made Simple: Algorithms That Power LLMs, Explained in Everyday Language (Advanced Mathematics in
    Sample

    €6.24 or free with trial. Auto-renews at €5.99/month after trial. See eligibility.

  • Book 4 in the series

    Cover of Gödel's Incompleteness Theorems Made Simple: Pocketbook on Paradox at the Heart of Mathematics, in Everyday

    • Gödel's Incompleteness Theorems Made Simple: Pocketbook on Paradox at the Heart of Mathematics, in Everyday Language (Advanced Mathematics in Everyday Language 4)

    • By: Turing Editorial Team
    Unavailable on Audible.fr
    Why?

  • Book 5 in the series

    Cover of Agentic AI Made Easy: An Essential Guide on The Biggest Tech Trend Today, Explained in Everyday Language (Advanced M

    • Agentic AI Made Easy: An Essential Guide on The Biggest Tech Trend Today, Explained in Everyday Language (Advanced Mathematics in Everyday Language Book 5)

    • By: Turing Editorial Team
    Unavailable on Audible.fr
    Why?

  • Book 6 in the series

    Cover of Post Quantum Cryptography Made Easy: Fundamentals of PQC In Everyday Language (Advanced Mathematics in Everyday Lang

    • Post Quantum Cryptography Made Easy: Fundamentals of PQC In Everyday Language (Advanced Mathematics in Everyday Language Book 6)

    • By: Turing Editorial Team
    Unavailable on Audible.fr
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  • Book 7 in the series

    Cover of Millennium Prize Problems Made Simple: Million Dollar Prize Problems of Mathematics In Everyday Language (Advanced M

    • Millennium Prize Problems Made Simple: Million Dollar Prize Problems of Mathematics In Everyday Language (Advanced Mathematics in Everyday Language Book 7)

    • By: Turing Editorial Team
    Unavailable on Audible.fr
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  • Book 8 in the series

    Cover of When Math Behaves Badly: Impossible Paradoxes, Monster Proofs, and the Strangest Ideas in Mathematics (Advanced Math

    • When Math Behaves Badly: Impossible Paradoxes, Monster Proofs, and the Strangest Ideas in Mathematics (Advanced Mathematics in Everyday Language Book 8)

    • By: Turing Editorial Team
    Unavailable on Audible.fr
    Why?