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    Mastering AI: From Neural Networks to ChatGPT

    28 min
    |
    |
    5 de dez. de 2025
    AITechnologyScience

    Unlock the secrets behind ChatGPT and large language models. Learn how probabilistic text generation, neural networks, and embeddings create AI that seems almost magical-and master these tools through deep understanding.

    Mastering AI: From Neural Networks to ChatGPT

    Melhor citação de Mastering AI: From Neural Networks to ChatGPT

    “

    ChatGPT is essentially asking itself, over and over again, 'Given everything I've written so far, what word is most likely to come next?' It's not following a script or retrieving stored answers—it's making educated guesses, one word at a time.

    ”

    Esta aula em áudio foi criada por um membro da comunidade BeFreed

    Pergunta de entrada

    Understanding and mastering AI / LLMs

    Vozes dos apresentadores
    Lenaplay
    Eliplay
    Fontes de conhecimento
    Artificial Intelligence and Generative AI for Beginners
    A Comprehensive Overview of Large Language Models - arXiv
    link
    https://arxiv.org/html/2307.06435v9
    What Is ChatGPT Doing ... and Why Does It Work?
    ChatGPT for Dummies
    Fine-Tuning LLMs: Overview, Methods, and Best Practices - Turing
    link
    https://www.turing.com/resources/finetuning-large-language-models
    Large language models: an overview of foundational architectures ...
    link
    https://link.springer.com/article/10.1007/s42452-025-07668-w

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    Parte de um plano de aprendizagem

    Master AI & ML for career advancement
    PLANO DE APRENDIZADO

    Master AI & ML for career advancement

    3 h 22 m•4 Episódios
    Learn AI fundamentals
    PLANO DE APRENDIZADO

    Learn AI fundamentals

    3 h 53 m•4 Episódios

    Pontos-chave

    1

    Opening & Welcome

    0:00
    0:17
    0:36
    2

    Topic Introduction & Source Material Setup

    1:00
    1:25
    1:46
    2:05
    3

    The Probabilistic Poetry of Language Generation

    2:24
    2:38
    0:36
    3:17
    3:35
    3:58
    4:17
    4:38
    4

    From Raw Data to Emergent Understanding

    4:59
    5:11
    1:25
    5:44
    5:56
    6:18
    6:37
    6:53
    5

    Neural Networks: Simple Parts Creating Complex Intelligence

    7:10
    7:24
    7:41
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    8:13
    8:32
    0:36
    9:04
    9:19
    6

    The Evolution of AI: From Engineering to Emergence

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    11:12
    11:25
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    13:33
    13:49
    14:04
    8

    The Surprising Simplicity Behind Language

    14:17
    14:26
    0:36
    15:02
    1:25
    15:33
    15:46
    16:03
    0:36
    9

    The Future: Blending Language with Computation

    16:33
    16:42
    1:25
    17:19
    17:34
    17:53
    18:11
    18:30
    18:47
    10

    Mastering AI Through Understanding

    19:04
    19:15
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    20:16
    20:32
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    11

    The Technical Landscape: From GPT to Specialized Models

    21:13
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    17:19
    22:14
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    23:00
    23:13
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    23:41
    23:54
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    24:30
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    25:01
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    25:34
    25:47
    13

    Wrap-up & Closing Reflection

    26:02
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