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    AI Deep Dive: How Machine Learning Actually Works

    27 min
    |
    |
    12 дек. 2025 г.
    AITechnologyScience

    Journey from AI's theoretical origins to today's breakthroughs. Nia and Eli decode neural networks, explore real applications, and reveal how humans and machines can work together to shape our intelligent future.

    AI Deep Dive: How Machine Learning Actually Works

    Лучшая цитата из AI Deep Dive: How Machine Learning Actually Works

    “

    The technology itself is neutral—it's the choices we make about how to use it that determine whether it helps or harms. The future of AI is really about the future of human choice and wisdom.

    ”

    Этот аудиоурок был создан участником сообщества BeFreed

    Вопрос для ввода

    artificial intelligence, machine learning, and how AI works

    Голоса ведущих
    Niaplay
    Eliplay
    Источники знаний
    A Brief History of Artificial Intelligence
    Hands-on Machine Learning With Scikit-learn And Tensorflow
    Make your own neural network
    Master Algorithm
    Keras Reinforcement Learning Projects
    How to Speak Machine

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    "Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

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    "Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

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    "Reading used to feel like a chore. Now it’s just part of my lifestyle."

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    "Feels effortless compared to reading. I’ve finished 6 books this month already."

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    "BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

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    "BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

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    "The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

    @Leo, Law Student, UPenn
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    "Makes me feel smarter every time before going to work"

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    "Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

    @Moemenn
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    "I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

    @Chloe, Solo founder, LA
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    "Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

    @Raaaaaachelw
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    "Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

    @Matt, YC alum
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    "Reading used to feel like a chore. Now it’s just part of my lifestyle."

    @Erin, Investment Banking Associate , NYC
    platform
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    "Feels effortless compared to reading. I’ve finished 6 books this month already."

    @djmikemoore
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    "BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

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    "BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

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    "The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

    @Leo, Law Student, UPenn
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    "Makes me feel smarter every time before going to work"

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    "Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

    @Moemenn
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    "I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

    @Chloe, Solo founder, LA
    platform
    comments
    12
    likes
    117

    "Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

    @Raaaaaachelw
    platform
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    star
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    star
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    "Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

    @Matt, YC alum
    platform
    comments
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    likes
    108

    "Reading used to feel like a chore. Now it’s just part of my lifestyle."

    @Erin, Investment Banking Associate , NYC
    platform
    comments
    254
    likes
    17

    "Feels effortless compared to reading. I’ve finished 6 books this month already."

    @djmikemoore
    platform
    star
    star
    star
    star
    star

    "BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

    @Pitiful
    platform
    comments
    96
    likes
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    "BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

    @SofiaP
    platform
    star
    star
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    "BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

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    "It is great for me to learn something from the book without reading it."

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    platform
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    "The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

    @Leo, Law Student, UPenn
    platform
    comments
    37
    likes
    483

    "Makes me feel smarter every time before going to work"

    @Cashflowbubu
    platform
    star
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    Crucial ConversationsThe Perfect MarriageInto the WildNever Split the DifferenceAttachedGood to GreatSay Nothing
    Популярные категории
    Self HelpCommunication SkillRelationshipMindfulnessPhilosophyInspirationProductivity
    Списки чтения знаменитостей
    Elon MuskCharlie KirkBill GatesSteve JobsAndrew HubermanJoe RoganJordan Peterson
    Коллекция наград
    Pulitzer PrizeNational Book AwardGoodreads Choice AwardsNobel Prize in LiteratureNew York TimesCaldecott MedalNebula Award
    Избранные темы
    ManagementAmerican HistoryWarTradingStoicismAnxietySex
    Лучшие книги по годам
    2025 Best Non Fiction Books2024 Best Non Fiction Books2023 Best Non Fiction Books
    Инструменты обучения
    Knowledge VisualizerAI Podcast Generator
    Избранные авторы
    Chimamanda Ngozi AdichieGeorge OrwellO. J. SimpsonBarbara O'NeillWinston ChurchillCharlie Kirk
    BeFreed vs другие приложения
    BeFreed vs. Other Book Summary AppsBeFreed vs. ElevenReaderBeFreed vs. ReadwiseBeFreed vs. Anki
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    Часть плана обучения

    Python programming for LLMs and evals
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    Python programming for LLMs and evals

    4 h 17 m•4 Эпизоды

    Ключевые выводы

    1

    Welcome to Your AI Deep Dive

    0:00
    0:11
    0:23
    0:38
    2

    The Extraordinary Journey from Dreams to Reality

    0:48
    1:01
    1:18
    1:24
    1:45
    1:54
    2:10
    2:21
    2:36
    2:41
    2:58
    1:54
    3:18
    3

    The Great Philosophical Divide: Mind vs. Brain

    3:26
    2:41
    3:46
    3:51
    4:08
    1:54
    4:27
    4:37
    4:53
    5:03
    5:19
    5:23
    4

    The Rollercoaster Ride: AI Winters and Summers

    5:37
    5:47
    5:59
    6:02
    6:20
    1:54
    6:41
    6:48
    7:02
    7:04
    7:17
    1:54
    7:40
    7:45
    5

    The Deep Learning Revolution That Changed Everything

    7:54
    2:41
    8:15
    8:21
    8:35
    8:38
    8:55
    1:54
    9:18
    9:21
    9:34
    6:48
    9:54
    9:57
    6

    Beyond the Hype: Real Challenges and Practical Progress

    10:12
    10:24
    10:37
    10:38
    10:56
    1:54
    11:16
    11:17
    11:31
    9:57
    11:50
    11:54
    12:09
    12:13
    7

    The Science Behind Machine Learning Magic

    12:21
    3:51
    12:46
    12:53
    13:06
    1:54
    13:21
    6:48
    13:37
    13:41
    13:59
    1:54
    8

    From Simple Rules to Complex Intelligence

    14:15
    14:26
    14:37
    6:48
    14:58
    1:54
    15:18
    15:20
    15:33
    15:38
    1:45
    16:00
    9

    The Art and Science of Teaching Machines

    16:13
    16:22
    16:33
    16:35
    16:49
    8:38
    17:07
    17:10
    17:25
    1:54
    17:39
    17:41
    17:54
    1:54
    10

    Real-World Applications: From Theory to Practice

    18:10
    18:18
    18:29
    18:34
    18:48
    1:54
    19:06
    19:07
    19:20
    6:48
    19:36
    5:03
    19:52
    19:57
    11

    The Human-Machine Partnership

    20:08
    5:03
    20:34
    1:54
    20:51
    6:48
    21:11
    21:17
    21:32
    1:54
    21:50
    21:56
    12

    Practical Takeaways for Everyone Listening

    22:12
    3:51
    22:39
    22:41
    22:56
    1:54
    23:15
    6:48
    23:32
    23:35
    23:49
    5:03
    24:03
    24:06
    13

    Looking Forward: The Future of Intelligence

    24:21
    24:30
    24:43
    5:03
    24:59
    25:04
    25:19
    1:54
    25:38
    25:43
    25:54
    5:03
    26:07
    6:48
    26:25
    26:29
    26:39
    26:53
    0:23
    27:17
    27:28

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