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
2. Understand
3. Question + References = Answer
4. Understand what?
5. Mosky • Data • Data Science, Statistical Regression, Hypothesis Testing • Python • Practicing Python 3, PyCons • Management, and more • Medium: @mosky • YouTube: @moskyliu Architect, Pinkoi
6. What are you interested?
7. Keywords
8. then pivot a keyword.
9. “Data” • “Neural Network” • ”Data Mining“ • “Statistics” • “Data Science”
10. “Data” • “Neural Network” • ”Data Mining“ • “Statistics” • “Data Science”
11. “Statistics”
12. Develop the keywords.
13. “Statistics” • “Descriptive Statistics” • ”Statistical Inference“ • “Regression Analysis” • “Time-Series” ...
14. Now you get the questions!
15. “Statistics” • “Descriptive Statistics”??? • ”Statistical Inference“??? • “Regression Analysis”??? • “Time-Series”???
16. Collect references to answer them!
17. “Statistics” • “Descriptive Statistics” • Brief informational coe ff icients that summarize a given data set. (Adam Hayes, 2023) ...
18. My ~300 questions IRL.
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?!?!
20. May stop at N+1. N = you can be paid for
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
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
23. Remember
24. Target ← Source
25. External Memory • Target ← Source, e.g., • Web page • Note ← • Segment • Tag • i.e., building up your 2nd brain.
29. Human Memory 1. Explicit memory • “Data types in Python?” 2. Implicit memory • Typing on keyboard. • Gut feelings when 
 solving problems.
30. Recall for explicit memory.
31. Repeat for implicit memory.
32. “Kubernetes” • How to pronounce? • Recall “Kubernetes” → (pronouncing /ˌkuːbərˈnɛtɪs/) • Repeat.
33. Bridges may help.
34. “Kubernetes” • loop |loop| • user |'yoo.zEr| • net |net| • continue |kEn'tin.yoo| • |koo| • |bEr| • |ne| • |tis| • Kubernetes |koo.bEr'ne.tis|
35. ← Source
36. Target →
37. Recall & Repeat
38. Rest when overheat. Both sleep and wakeful resting helps memory.
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!
40. So, • Understand • Question + References = Answer • Pivot, Develop, N+1. • Remember • Target ← Bridge ← Source • Recall, Repeat, Rest.
41. Image Credits • “Noting” 
 https://unsplash.com/photos/OnFW5djcAYc • “Playing Piano” 
 https://unsplash.com/photos/S4eh9DWTId4