亞伯的實驗筆記 Yabro Experiments

Yabro Experiments
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Creative Experiments on Health, Growth, Value, Wealth, Love and a Better Self!

Episodes

  1. 04/25/2020

    Elements of AI - Implications of AI

    4 key implications of AI are: algorithmic bias, trustworthiness of information, changing notion of privacy and the impacts of AI on the future of work

  2. 04/25/2020

    Elements of AI - Neural Networks

    Neural Networks are characterized by the power of parallel processing and the ability to structure neurons into layers that are specifically developed and trained for specific functions

  3. 04/25/2020

    Elements of AI - Machine Learning

    Categories of machine learning include supervised, unsupervised and reinforcement learning.

  4. 04/24/2020

    Elements of AI - Uncertainty & Bayes Rule

    Uncertainty can be expressed as probability or odds. A simplest form of Bayes Rule can be expressed as Posterior Odds = Likelihood Ratio x Prior Odds

  5. 04/18/2020

    Elements of AI - Game Tree and Minimax

    Key take away is that Game Tree and Minimax Algorithm can be used to calculate the results of each move or node from the bottom up to estimate the value of the game. Too cool.

  6. 04/17/2020

    Elements of AI - Definitions

    2 key characteristics of AI are autonomy and adaptivity, and is related to machine learning, deep learning, data science and robotics

  7. 04/16/2020

    所有的系統是為了整體而優化

    所以有的系統都是為了整體而優化，而不是為了個人利益優化。你是為了自己，還是為了大局著想？Are you optimizing for yourself, or optimizing for the whole?

  8. 04/15/2020

    預備、射擊、瞄準！

    要提升自己的生產力，執行力及迭代改進的速度，就要預備、射擊、瞄準！

  9. 04/13/2020

    如何讓最好的點子勝出？Idea Meritocracy

    讓最好的點子勝出，需要三個遊戲規則：追求事實，公開透明，以及按照可信度分配權重的決策機制。Idea Meritocracy = Radical Truth + Radical Transparency + Believablility Weighted Decision Making

  10. 04/13/2020

    資訊攝取的方法 - Just in Time (not Just in Case)

    Just in Time的資訊攝取方法，能夠幫助我們有效的解決當下的問題，並且避免浪費過多的時間來累積一堆未來不知道會不會用得上的資訊(Just in Case)

  11. 04/12/2020

    亞伯的實驗筆記 - 開始播客！

    聽播客已經好幾年了，一直到前幾天才想到我也可以試著使用播客這個工具，用來記錄和分享我覺得有趣的東西，如果你也覺得有趣，歡迎大家一起分享討論喔！

  12. 04/12/2020

    原則：團隊=文化+人才，追求卓越>追求賺錢

    Principles 原則 by Ray Dalio 工作原則的筆記 - 團隊=文化+人才，追求卓越>追求賺錢

  • 12 Episodes

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Creative Experiments on Health, Growth, Value, Wealth, Love and a Better Self!

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