The Key of Learning

It's a talk that introduces the key concepts with examples from my self-learning journey, and was shared in AppWorks School on 2023/7/21.

Transcript

1. The Key of Learning
   Mosky
   Understand & Remember
   

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2. Understand
   

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3. Question + References = Answer
   

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4. Understand what?
   

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5. Mosky
   • Data
   
   
   • Data Science, Statistical
   Regression, Hypothesis Testing
   
   
   • Python
   
   
   • Practicing Python 3, PyCons
   
   
   • Management, and more
   
   
   • Medium: @mosky
   
   
   • YouTube: @moskyliu
   Architect, Pinkoi
   

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6. What are you interested?
   

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7. Keywords
   

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8. then pivot a keyword.
   

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9. “Data”
   • “Neural Network”
   
   
   • ”Data Mining“
   
   
   • “Statistics”
   
   
   • “Data Science”
   

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10. “Data”
    • “Neural Network”
    
    
    • ”Data Mining“
    
    
    • “Statistics”
    
    
    • “Data Science”
    

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11. “Statistics”
    

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12. Develop the keywords.
    

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13. “Statistics”
    • “Descriptive Statistics”
    
    
    • ”Statistical Inference“
    
    
    • “Regression Analysis”
    
    
    • “Time-Series”
    
    
    ...
    

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14. Now you get the questions!
    

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15. “Statistics”
    • “Descriptive Statistics”???
    
    
    • ”Statistical Inference“???
    
    
    • “Regression Analysis”???
    
    
    • “Time-Series”???
    

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16. Collect references to answer them!
    

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17. “Statistics”
    • “Descriptive Statistics”
    
    
    • Brief informational coe
    ff
    icients that summarize a given data set.
    (Adam Hayes, 2023)
    
    
    ...
    

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18. My ~300 questions IRL.
    

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19. “Statistics”
    • “Descriptive Statistics”
    
    
    • Brief informational coe
    ff
    icients that summarize a given data set. (Adam
    Hayes, 2023)
    
    
    • coe
    ff
    icients???
    
    
    • data set???
    
    
    ...... Quantum Mechanics?!?!
    

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20. May stop at N+1.
    
    
    N = you can be paid for
    

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21. “Statistics”
    • “Descriptive Statistics” ← N
    
    
    • Brief informational coe
    ff
    icients that summarize a given data set. (Adam
    Hayes, 2023)
    
    
    • coe
    ff
    icients ← N+1
    
    
    • data set ← N+1
    
    
    ...... Quantum Mechanics
    

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22. • Job descriptions
    
    
    • The career framework, in your company
    
    
    • 1-1 with your managers
    
    
    • the needs & you're willing to ful
    f
    ill
    
    
    • Career frameworks, in other companies
    
    
    • Coding Is Magic, 2016, pp. 72–78
    
    
    • XXX Roadmaps
    

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23. Remember
    

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24. Target ← Source
    

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25. External Memory
    • Target ← Source, e.g.,
    
    
    • Web page
    
    
    • Note
    
    
    ←
    
    
    • Segment
    
    
    • Tag
    
    
    • i.e., building up your 2nd brain.
    

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29. Human Memory
    1. Explicit memory
    
    
    • “Data types in Python?”
    
    
    2. Implicit memory
    
    
    • Typing on keyboard.
    
    
    • Gut feelings when
    

    solving problems.
    

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30. Recall for explicit memory.
    

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31. Repeat for implicit memory.
    

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32. “Kubernetes”
    • How to pronounce?
    
    
    • Recall “Kubernetes” → (pronouncing /ˌkuːbərˈnɛtɪs/)
    
    
    • Repeat.
    

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33. Bridges may help.
    

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34. “Kubernetes”
    • loop |loop|
    
    
    • user |'yoo.zEr|
    
    
    • net |net|
    
    
    • continue |kEn'tin.yoo|
    
    
    • |koo|
    
    
    • |bEr|
    
    
    • |ne|
    
    
    • |tis|
    
    
    • Kubernetes |koo.bEr'ne.tis|
    

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35. ← Source
    
    
    

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36. Target →
    
    
    

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37. Recall
    
    
    &
    
    
    Repeat
    
    
    

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38. Rest when overheat.
    
    
    Both sleep and wakeful resting helps memory.
    

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39. “How to build a website?”
    • The same.
    
    
    • You can do it by:
    
    
    1. External memory with ChatGPT, Google, or your notes.
    
    
    2. Explicit memory in front of a whiteboard.
    
    
    3. Implicit memory like a senior engineer.
    
    
    • Now you know how to build them more e
    ff
    iciently!
    

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40. So,
    • Understand
    
    
    • Question + References = Answer
    
    
    • Pivot, Develop, N+1.
    
    
    • Remember
    
    
    • Target ← Bridge ← Source
    
    
    • Recall, Repeat, Rest.
    

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41. Image Credits
    • “Noting”
    

    https://unsplash.com/photos/OnFW5djcAYc
    
    
    • “Playing Piano”
    

    https://unsplash.com/photos/S4eh9DWTId4
    

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