BeFreed
    Categories>AI>KI & LLM verstehen: Ein Beginner Guide zur technischen Basis

    KI & LLM verstehen: Ein Beginner Guide zur technischen Basis

    43분
    |
    |
    2026년 4월 9일
    AITechnologyScience

    Erfahre in diesem Beginner Guide, wie Künstliche Intelligenz und LLMs wirklich funktionieren. Wir erklären die technische Basis von Machine Learning bis Deep Learning.

    KI & LLM verstehen: Ein Beginner Guide zur technischen Basis

    KI & LLM verstehen: Ein Beginner Guide zur technischen Basis 베스트 인용

    “

    Die KI sollte ein Exoskelett für unseren Geist sein, kein Ersatz für unser Gehirn.

    ”

    이 오디오 레슨은 BeFreed 커뮤니티 멤버가 만들었습니다

    질문 입력

    Ein beginners Guide in die Funktion von AI/LLM, wie sie funktionieren und deren technische Basis.

    호스트 음성
    Eliplay
    Milesplay
    학습 스타일
    심층
    지식 출처
    Make your own neural network
    Artificial Intelligence and Generative AI for Beginners
    ChatGPT for Dummies
    What Is ChatGPT Doing ... and Why Does It Work?
    Hands-on Machine Learning With Scikit-learn And Tensorflow
    Python Cookbook

    자주 묻는 질문

    더 알아보기

    I want to learn the fundamentals of LLMs

    I want to learn the fundamentals of LLMs

    학습 계획

    I want to learn the fundamentals of LLMs

    Large Language Models are revolutionizing how we interact with technology and information. This learning plan provides essential knowledge for developers, AI enthusiasts, and professionals who want to understand LLM capabilities, limitations, and future potential, enabling them to make informed decisions about implementing and working with this transformative technology.

    1 h 56 m•4 섹션
    LLM personalization and memory

    LLM personalization and memory

    학습 계획

    LLM personalization and memory

    This learning plan is essential for AI engineers, ML practitioners, and developers who want to move beyond basic LLM usage to create truly intelligent, personalized applications. As businesses demand AI systems that understand context, remember user preferences, and adapt over time, the ability to implement memory systems and personalization techniques has become a critical competitive advantage in the AI space.

    2 h 37 m•4 섹션
    Learn ML Basics 1767952269

    Learn ML Basics 1767952269

    학습 계획

    Learn ML Basics 1767952269

    Machine learning is transforming every industry from healthcare to finance, making it one of the most valuable skills in today's tech landscape. This learning plan is ideal for aspiring data scientists, software engineers looking to transition into AI, and technical professionals who want to build intelligent systems that solve real-world problems.

    2 h•4 섹션
    Neural Networks and LLM

    Neural Networks and LLM

    학습 계획

    Neural Networks and LLM

    This learning plan is essential for developers and data scientists looking to transition from basic machine learning to state-of-the-art generative AI. It bridges the gap between theoretical mathematics and practical implementation, making it ideal for those who want to build or fine-tune their own large language models.

    2 h 53 m•4 섹션
    Frontier knowledge is llm

    Frontier knowledge is llm

    학습 계획

    Frontier knowledge is llm

    As Large Language Models redefine the technological landscape, understanding their inner workings is essential for developers and strategists alike. This plan is designed for tech-forward professionals looking to transition from basic AI usage to mastering the architecture and ethics of frontier models.

    2 h 20 m•4 섹션
    Master AI for work (17 chars)

    Master AI for work (17 chars)

    학습 계획

    Master AI for work (17 chars)

    As AI transforms the modern workplace, professionals who can effectively leverage these technologies gain significant competitive advantages. This learning plan equips both technical and non-technical professionals with practical AI knowledge and skills to enhance productivity, solve complex problems, and advance their careers.

    2 h 15 m•4 섹션
    Learning about AI.

    Learning about AI.

    학습 계획

    Learning about AI.

    As AI rapidly reshapes our world, understanding both its technical construction and its societal consequences is becoming a fundamental literacy. This plan is ideal for tech enthusiasts and professionals seeking to transition from basic concepts to building autonomous, agentic systems.

    2 h 49 m•4 섹션
    AI & Machine/Deep Learning

    AI & Machine/Deep Learning

    학습 계획

    AI & Machine/Deep Learning

    This comprehensive learning plan is essential for anyone looking to understand and work with the technologies reshaping our world. Whether you're a software engineer expanding into AI, a data professional seeking deeper technical knowledge, or a technical leader needing to understand AI capabilities, this path takes you from foundational concepts through advanced implementations to future-focused perspectives on where AI is heading.

    1 h 50 m•4 섹션

    샌프란시스코에서 컬럼비아 대학교 동문들이 만들었습니다

    BeFreed는 1,000,000 호기심 넘치는 글로벌 커뮤니티를 하나로 연결합니다
    웹에서 BeFreed가 어떻게 논의되고 있는지 더 보기

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

    @Moemenn
    platform
    star
    star
    star
    star
    star

    "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
    star
    star
    star
    star
    star

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

    @Matt, YC alum
    platform
    comments
    12
    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
    4.5K

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

    @SofiaP
    platform
    star
    star
    star
    star
    star

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

    @Jaded_Falcon
    platform
    comments
    201
    thumbsUp
    16

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

    @OojasSalunke
    platform
    star
    star
    star
    star
    star

    "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
    star
    star
    star
    star

    샌프란시스코에서 컬럼비아 대학교 동문들이 만들었습니다

    BeFreed는 1,000,000 호기심 넘치는 글로벌 커뮤니티를 하나로 연결합니다
    웹에서 BeFreed가 어떻게 논의되고 있는지 더 보기

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

    @Moemenn
    platform
    star
    star
    star
    star
    star

    "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
    star
    star
    star
    star
    star

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

    @Matt, YC alum
    platform
    comments
    12
    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
    4.5K

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

    @SofiaP
    platform
    star
    star
    star
    star
    star

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

    @Jaded_Falcon
    platform
    comments
    201
    thumbsUp
    16

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

    @OojasSalunke
    platform
    star
    star
    star
    star
    star

    "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
    star
    star
    star
    star

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

    @Moemenn
    platform
    star
    star
    star
    star
    star

    "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
    star
    star
    star
    star
    star

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

    @Matt, YC alum
    platform
    comments
    12
    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
    4.5K

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

    @SofiaP
    platform
    star
    star
    star
    star
    star

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

    @Jaded_Falcon
    platform
    comments
    201
    thumbsUp
    16

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

    @OojasSalunke
    platform
    star
    star
    star
    star
    star

    "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
    star
    star
    star
    star

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

    @Moemenn
    platform
    star
    star
    star
    star
    star

    "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
    star
    star
    star
    star
    star

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

    @Matt, YC alum
    platform
    comments
    12
    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
    4.5K

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

    @SofiaP
    platform
    star
    star
    star
    star
    star

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

    @Jaded_Falcon
    platform
    comments
    201
    thumbsUp
    16

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

    @OojasSalunke
    platform
    star
    star
    star
    star
    star

    "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
    star
    star
    star
    star
    1.5K Ratings4.7
    지금 바로 학습 여정을 시작하세요
    BeFreed App
    BeFreed

    무엇이든 개인화된 학습

    DiscordLinkedIn
    추천 도서 요약
    Crucial ConversationsThe Perfect MarriageInto the WildNever Split the DifferenceAttachedGood to GreatSay Nothing
    인기 카테고리
    Self HelpCommunication SkillRelationshipMindfulnessPhilosophyInspirationProductivity
    유명인 추천 도서
    Elon MuskCharlie KirkBill GatesSteve JobsAndrew HubermanJoe RoganJordan Peterson
    수상작 컬렉션
    Pulitzer PrizeNational Book AwardGoodreads Choice AwardsNobel Prize in LiteratureNew York TimesCaldecott MedalNebula Award
    추천 주제
    ManagementAmerican HistoryWarTradingStoicismAnxietySex
    연도별 베스트 도서
    2025 Best Non Fiction Books2024 Best Non Fiction Books2023 Best Non Fiction Books
    추천 저자
    Chimamanda Ngozi AdichieGeorge OrwellO. J. SimpsonBarbara O'NeillWinston ChurchillCharlie Kirk
    BeFreed vs 다른 앱
    BeFreed vs. Other Book Summary AppsBeFreed vs. ElevenReaderBeFreed vs. ReadwiseBeFreed vs. Anki
    학습 도구
    Knowledge VisualizerAI Podcast Generator
    정보
    회사 소개arrow
    가격arrow
    FAQarrow
    블로그arrow
    채용arrow
    파트너십arrow
    앰배서더 프로그램arrow
    디렉토리arrow
    BeFreed
    Try now
    © 2026 BeFreed
    이용 약관개인정보 처리방침
    BeFreed

    무엇이든 개인화된 학습

    DiscordLinkedIn
    추천 도서 요약
    Crucial ConversationsThe Perfect MarriageInto the WildNever Split the DifferenceAttachedGood to GreatSay Nothing
    인기 카테고리
    Self HelpCommunication SkillRelationshipMindfulnessPhilosophyInspirationProductivity
    유명인 추천 도서
    Elon MuskCharlie KirkBill GatesSteve JobsAndrew HubermanJoe RoganJordan Peterson
    수상작 컬렉션
    Pulitzer PrizeNational Book AwardGoodreads Choice AwardsNobel Prize in LiteratureNew York TimesCaldecott MedalNebula Award
    추천 주제
    ManagementAmerican HistoryWarTradingStoicismAnxietySex
    연도별 베스트 도서
    2025 Best Non Fiction Books2024 Best Non Fiction Books2023 Best Non Fiction Books
    학습 도구
    Knowledge VisualizerAI Podcast Generator
    추천 저자
    Chimamanda Ngozi AdichieGeorge OrwellO. J. SimpsonBarbara O'NeillWinston ChurchillCharlie Kirk
    BeFreed vs 다른 앱
    BeFreed vs. Other Book Summary AppsBeFreed vs. ElevenReaderBeFreed vs. ReadwiseBeFreed vs. Anki
    정보
    회사 소개arrow
    가격arrow
    FAQarrow
    블로그arrow
    채용arrow
    파트너십arrow
    앰배서더 프로그램arrow
    디렉토리arrow
    BeFreed
    Try now
    © 2026 BeFreed
    이용 약관개인정보 처리방침

    핵심 요점

    1

    Die gigantische Wahrscheinlichkeitsmaschine im Hintergrund

    0:00
    0:14
    0:39
    0:49
    1:13
    1:24
    2

    Attention als der Kleber zwischen den Wörtern

    1:39
    1:53
    2:22
    2:26
    2:47
    2:58
    3:25
    3:35
    3:58
    4:12
    4:27
    4:31
    4:52
    5:05
    5:22
    5:27
    5:53
    6:01
    3

    Die Reise vom Klick zum Wort

    6:21
    6:35
    6:56
    6:58
    7:19
    7:40
    7:45
    8:04
    8:07
    8:23
    2:58
    8:47
    8:51
    9:08
    9:11
    0:40
    9:47
    10:07
    10:17
    10:34
    10:39
    10:57
    11:09
    11:27
    11:36
    11:57
    12:01
    4

    Das Gehirn aus Silizium und Strom

    12:22
    12:42
    13:04
    13:13
    13:48
    13:52
    5:53
    14:29
    14:48
    14:51
    15:13
    15:22
    15:44
    15:47
    16:06
    16:09
    16:27
    16:39
    8:47
    2:26
    17:24
    17:34
    5

    Vom Plappermaul zum Problemlöser

    18:00
    18:21
    18:33
    18:43
    19:02
    19:11
    19:33
    19:42
    20:01
    20:05
    20:23
    20:38
    20:55
    20:58
    21:19
    21:24
    21:41
    21:53
    22:14
    22:27
    22:48
    11:09
    6

    Die Magie des Prompt Engineering

    23:16
    23:32
    23:51
    23:58
    24:16
    24:24
    24:43
    24:52
    25:18
    25:26
    25:50
    25:54
    26:11
    26:20
    26:39
    26:43
    27:00
    27:13
    27:30
    27:36
    27:53
    27:57
    7

    Die dunkle Seite der Sprachmodelle

    28:19
    28:36
    28:55
    29:05
    29:28
    2:58
    8:47
    30:07
    30:29
    30:36
    30:55
    31:01
    31:22
    31:37
    32:03
    11:09
    32:31
    0:14
    8

    Die Zukunft ist multimodal und überall

    32:59
    33:14
    33:34
    2:26
    33:59
    34:06
    34:28
    34:33
    1:13
    34:57
    35:19
    35:24
    35:41
    35:48
    36:11
    0:14
    36:32
    36:45
    9

    Der Weg zum KI-Profi im Alltag

    36:57
    37:12
    37:30
    6:01
    37:50
    37:58
    38:21
    38:26
    8:47
    38:54
    39:10
    9:11
    39:35
    39:41
    40:02
    40:13
    40:31
    40:42
    10

    Unterm Strich: Der Mensch im Fahrersitz

    40:52
    41:10
    41:26
    41:42
    42:00
    42:16
    42:28
    42:41
    42:50
    11:09
    43:15
    43:21

    비슷한 콘텐츠

    podcast cover
    Make your own neural networkHands-on Machine Learning With Scikit-learn And TensorflowPython CookbookHow to Speak Machine
    17 sources
    LLM Research and Why Next-Token Prediction Works
    AI models seem like magic, but they are actually probability engines. Learn how transformer architecture and scaling laws turn simple math into reasoning.
    30 min
    podcast cover
    Hands-on Machine Learning With Scikit-learn And TensorflowArtificial Intelligence and Machine Learning for BusinessThe signal and the noiseArtificial Intelligence
    17 sources
    LLM evaluation stats and the decimal point trap
    Stop letting tiny leaderboard gains fool you. Learn how to use statistical significance to tell if an AI model is truly better or just lucky.
    31 min
    podcast cover
    A Brief History of Artificial IntelligenceHands-on Machine Learning With Scikit-learn And TensorflowHow to Speak MachineMake your own neural network
    19 sources
    人工智能:正在读懂你的心
    面对 AI 无处不在的“读心术”,Lena 和 Miles 将带你拆解算力与数据的底层逻辑。通过深度分析技术进化与行业应用,帮你在这场重塑全球经济的浪潮中找准定位并规避风险。
    25 min
    podcast cover
    Artificial Intelligence and Generative AI for BeginnersWhat Is ChatGPT Doing ... and Why Does It Work?ChatGPT For DummiesPython Cookbook
    17 sources
    Under the Hood: The Life Cycle of LLMs
    Explore the evolution of Large Language Models from raw pre-training to human-aligned tools. This deep dive covers transformer architecture, fine-tuning, and the ethical governance required for production-ready AI.
    14 min
    podcast cover
    What Is ChatGPT Doing ... and Why Does It Work?Make Your Own Neural NetworkChatGPT For DummiesArtificial Intelligence and Generative AI for Beginners
    13 sources
    Building AI Agents: Beyond Chatbots
    Discover how LLMs have evolved from text generators to action-taking AI agents. Learn the neural architecture behind these systems and how to build your own agents that can understand goals and execute complex tasks autonomously.
    32 min
    podcast cover
    A Brief History of Artificial IntelligenceThe Singularity is NearerAge of A. I.AI 2041
    29 sources
    AI 进化论:从模拟人脑到智能体
    面对 AI 爆发带来的认知焦虑,Lena 和 Miles 深入拆解了神经网络与深度学习的底层逻辑。听完这期,你将理解机器如何从机械计算演变为自我进化的智能体,并掌握在 AI 时代高效工作的提示词秘籍。
    28 min
    book cover
    How to lie with statistics
    Darrell Huff
    A witty guide exposing statistical manipulation techniques, empowering readers to spot deception in numbers and interpret data critically.
    9 min
    book cover
    Quantum Supremacy
    Michio Kaku
    Explore the revolutionary potential of quantum computing to solve humanity's greatest challenges and reshape our technological future.
    9 min