Machine Translation from original Japanese presentation Self-Management Strategies for Engineers
- 2018-03-24 Keynote presentation at MANABIYA
- Presentation material(PDF)
- Self-management strategy for engineers_Reference.
- I received the following comments from Mr. Hiroshi Yuki, author of âMath Girlâ and other books. Source: hyuki
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This is a great lecture material. It is good to read not only for engineers. Many tips for learning in the modern world.
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Self Management Strategies for Engineers
2018-03-24 MANABIYA keynote speech 2018-04-17 Revised the diagram
Technical Advisor, Cybozu Labs/BeProud Director, Mito Corporation Doctor of Science / Master of Technology Management (Professional) Yasukazu Nishio
Self Introduction 2
Technologies Supporting Coding 3
Released in 2013 Focuses on knowledge that is less likely to become obsolete Still selling 5 years later.
For elementary school students 4
âYou can do it in 30 days! Co-authored with Mr. Kawai (colleague) of âIntroduction to OS Self-Makingâ. This book is like a version of âTechnologies Supporting Codingâ for elementary school students. Released on 2018-03-28
5 The Amazing Evolution of the Miura City Agricultural Cooperative: From 8 Hours to 1 Second of Shipping Work http://wedge.ismedia.jp/articles/-/12062
- Yasukazu Nishio received his PhD (Science) in 2006 at the age of 24.
- He has been engaged in research and development at Cybozu Labs, Inc. since 2007.
- His publications include âNatural Language Processing with word2vecâ.
- He received his Masterâs degree in Technology Management in 2014.
- He has been a board member of Mito Corporation since 2015.
- Since 2017, he has been working as a technical advisor for machine learning at BProud Corporation.
Cybozu Miura City Agricultural Cooperative Distribution System Algorithm - We have developed an algorithm that automatically creates a distribution plan for which items and how many cases to load on each truck when delivering shipments from each farmer to about 50 markets. - I supervised a course on machine learning for PyQ.
Be Proud PyQ machine learning course supervision - PyQ is a service that allows users to learn Python by actually working with it, through a system that allows Python programs to be written and executed in a browser. https://pyq.jp/
Lecture material âFrom if statements to machine learningâ For the audience who are not familiar with machine learning, this lecture will make the connection between if statements and machine learning by going step by step. Notes on using it in practice in the second half. Popular lecture material with over 80,000 views since published in September 2017.
A major turning point 7 years ago 7
2011-04 to 2014-09 As a working graduate student Entered professional degree program in Technology Management, Graduate School of Innovation Management, Tokyo Institute of Technology â Completed
There was a big change in the way I think and how I see things.
Want to know what I learned? 8
What did you learn in the Technology Management major? There were requests for details, but I didnât know how to tell them.
It is difficult to convey what I myself learned over three and a half years in a limited time of about one hour. âThis time, Iâll focus on the âfirst stepâ and explain it.
Objective 9
-To improve your life in the future. Not today, not tomorrow, but 510 years from now.
-Sow the seeds for this now. Focusing on the first step of action.
-Follow-up for those who want to learn more.
How follow-up works 10
Iâve created a group on Facebook called âSelf-Management Strategies for 180324 Engineersâ.
I will post the lecture slides to this group later. Answer questions, post additional information, etc.
Learning something new 11
What is often said in front of a new subject to learn? âI feel like I should learn, but I donât have time.â
The parable of the woodcutter: âCutting down a tree is hard work. It takes so much time, Iâm exhausted.â The traveler: âYouâll get more done if you take a break and sharpen your saw blade. The woodsman: âIâm too busy cutting to have time to sharpen the blade.â
7 Habits Stephen Covey
Anxiety about new things 13
- I'm [[anxious]] to do [[something new]].
- I'm anxious because I'm unclear about what I'll get out of it.
- Mental strain because it's unclear how long it will take to do something new.
Basic strategy:Limit the amount of loss 14 - When making investments with uncertain outcomes, limit losses to a small amount. - Bad example: I want to understand everything in this book. - Good example: Letâs look at this book for 15 minutes first. - Good example: Iâll listen to an hour-long lecture first. - âEven if itâs a failure, youâve just lost an hour. You have made a decision to listen to a lecture to learn about business strategy.
- ref. Real Options.
What is business strategy 15
Decision making on what to allocate limited resources toResource allocationResource allocation
There are a multitude of definitions, but this time weâre going to delve into one point instead of explaining it broadly and shallowly. - Strategy Safari
Same for corporations and individuals 16
Whether you are a corporation or an individual, you have limited resources. It is the same for both corporations and individuals.
Focus on your own personal management 17
- This time, Iâm focusing on my personal management, not a corporation.
- It is difficult to run something big. Try something small and simple to gain knowledge.
- Even in learning programming, learn by experimenting with small code. Start small.
Self-Management Strategies for Engineers 18
- âPersonal Resource Allocationâ. -What do you mean by âresourcesâ? -[] [] [] [] [] [] []
- When you see an enumeration, ask, âIs this all there is?â When you see an enumeration, ask, âIs this everything?
- If you assume that something that is not the whole is the whole, you will unconsciously overlook the options.
- You are here because you have allocated time to acquire knowledge. In other words, âtimeâ is a resource.
What do you want to get out of your allocation?
- What you want to get out of it is determined by management.
- Profitability, competitiveness, employee satisfaction, âŠ
- You decide what you want to get out of it.
You perceive the value of knowledge.
-In the time it takes to listen to an hour-long lecture. I could work part-time at a convenience store and get about $1,000.
-You allocate your limited âtimeâ to the acquisition of âknowledge. You are here because you made the decision to allocate your limited âtimeâ to the acquisition of âknowledge.
-That is, you value knowledge. Be aware of your values and business decisions.
The Difference Between Knowledge and Money 22
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Your âinvesting in the acquisition of knowledgeâ is a good business decision.
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Money is lost when you spend it, but knowledge is not lost when you spend it.
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If you use your time to acquire the âminimum amount of money needed to live
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The strategy is to invest the remaining âspare timeâ in the acquisition of knowledge.
ref. Drucker, âPost-Capitalist Societyâ
Knowledge Acquisition Strategy 23
Letâs verbalize this and dig deeper.
Three types of knowledge acquisition 24
- 1: Ask to be taught
- 2: Act on your own
- 3: Create a network of knowledge exchange
Related: Dependence, Independence, Interdependence (7 Habits)
Learning to be taught 25
Knowledge Teacher â Student
-The burden is concentrated on the teacher -The flow of knowledge is one-way
Reading a book by yourself is equivalent to this
Learning through self-initiated action 26
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Action â Environment â Result.
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Learning through action and experimentation and seeing the results
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Burden is concentrated on oneself
Learn from the results of your actions 27
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PDCA Cycle: Learn by doing and checking the results
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Lean Startup. Build a minimal product quickly and learn from customer response
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How Programmers Learn: Write a program, run/compile it and learn from the results
[Learning by knowledge exchange.
- [[knowledge flows in both directions]]
- Burden is distributed.
You can learn from people with little knowledge.
necessary condition for knowledge exchange=knowing different things from others 30
Learning the same things as those around you will not enable you to exchange knowledge. Learning the same things as those around you does not make you capable of knowledge exchange #Distribution of knowledge.
The more people offering the same thing, the weaker the providerâs position becomes 31
Competitive advantage
- Seller advantage You advantage
- Buyerâs advantage Your disadvantage
ref.Michael Porterâs Five Forces Analysis
[Enter through the ânarrow gate. - I asked around, âWhat do I need to learn?â Many people ask, âWhat should I learn?â and try to learn what everyone else says is important⊠- Many people ask, âWhat should I learn? For the gate that leads to destruction is great, and many enter through it.â * * - Investing your limited time in âwhat many are learningâ is unlikely to lead to competitive advantage. - (There is the advantage of low market development costs.) *Matthew 7:13.
Create an external exchange partner 33
-Requirements for knowledge exchange: âI know different things than they do.â -Tend to share knowledge with people in your company. -If you are from a different company, different industry, etc., you can easily have a âknowledge exchange relationshipâ.
Participate in external study groups 34
Half of them are realized in the form of study groups.
-Exchange of knowledge with people in different positions -Temporary group during the study session x -The presenter does most of the information dissemination, so it is not a knowledge exchange.
âI want to create something more sustainable and interactive.
Creating a network for knowledge exchange 35
-A place for two-way and continuous communication for efficient knowledge acquisition -We want a group of people in a relationship who understand each otherâs situation and give each other knowledge. -The first step towards this: The first step: create a small informal group and be your own transmitter.
Iâll explain why this is a good idea here
Iâll explain here first.
Create a small informal group and you become the originator.
Why small groups?ă 37
-The words âgroupâ and âcommunityâ tend to conjure up images of something big with lots of people. -This is because larger groups are easier to observe. -There are disadvantages to being large.
*There are many small ones, but most of them are not in your field of vision
Example of answering the question 38
- If the group is large, the words and the situation are disconnected
- If there are countless people asking questions, you canât spend time understanding the questionerâs situation
- Responding to the questionerâs words without understanding the questionerâs situation ref. Learning embedded in the situation.
Benefits of situational understanding1 39
- Comparing when the respondent understands (does/doesn't) what and how much the questioner knows
- Decreases the cost of answering and increases the probability that the respondent can provide what the questioner really wanted.
- Efficient knowledge exchange
Benefits of understanding the situation 2 40
- When Mr. A asks me for advice about X, I say When Mr. A asks me about X, I remember, âMr. B did some research on X before,â and connect Mr. A and Mr. B.
- This requires an understanding of âMr. Bâ.
- This âintermediaryâ facilitates a two-way exchange of knowledge.
Putting up a gate 41
- One useful way to create a small group: place a gate (limit who can join)
- Whatâs the difference between not having a gate (anyone can join) and having a gate? #gatedcommunity
Generation of free riders 42
- Suppose there is a useful group without a gate
- People are attracted by the usefulness
- Most people come to âtakeâ and do not âgiveâ to the group
- Most âtakersâ will eat up the limited resources available.
Information sharing is the exception, whether there are 10 or 100 takers Itâs a tragedy of the commons. ref.The Tragedy of the Common Ground.
Duality of the OSS community 43
- The solution to this problem [[dual community]].
- You are free to join the user community, but you are not free to become a committer.
- Only those who have done "giving" activities to enrich the place within the community are selected to enter the gate.
Letâs take a look at this
Explanation so far 44 Create a small informal group and you become the transmitter.
Instructions from here 45 Create a small informal group and you become the originator.
Why create your own group?
- âIf someone has created a group that 46 - The chances of someone creating a group that you can join and that is not too large are very small. -If itâs in the form of a private group, you wonât even know it exists. -So, you have to create your own.
You can start out quietly and informally.
-There are too many hurdles if you try to build a solid organization from the beginning. -Start small! -Starting quietly can act as a gate in itself.
To make it a mutually beneficial community 48
-You have to be the âgiverâ first. -Give & Take starts with Give. -Begin by telling other members what you saw and heard at this event. Give & Take starts with giving - Start by telling other members what you saw and heard at the event. -If other members give, youâve succeeded!
Next Step 49
-Create a small informal group and be the originator. -Belong to more than one group -Set a reminder trigger.
Why multiple groups? ă50
-Belonging to multiple groups with different members makes you a pipe for knowledge to flow through. -Knowledge, unlike water, can accumulate in intermediaries.
Value creation through intermediation 51
-Transmit the knowledge you gained in Group A to Group B, who is hungry for that knowledge. People in Group B will be happy = customer value creation -By gaining practical experience in mediation, you will develop the ability to determine what is worth mediation. -Mediating on information that can be obtained by Googling does not lead to value.
Supplementing from Questions Copying the answers is futile.
Benefits of belonging to an organization of numbers 52
Knowledge exchange requires that you have knowledge that others do not have What if there is more than one of these âsurroundingsâ?
Knowledge exchange is possible in each organization 53
Give this, get that. If you repeat thisâŠ
Human resources who know more than one field 54 Also known as âcontinuum specialistsâ or âpi people.â
55 Q: But I often hear that âitâs important to develop your expertiseâ?
Sea level rise due to technological progress 56
With the advancement of technology, the level of âreadily available knowledgeâ (sea level) is much higher than it was 10 years ago.
We need to be above this sea level to participate in knowledge exchange. Thatâs why they say itâs important to develop expertise.
Level of Expertise 57
But this word âexpertiseâ is vague, and itâs not clear to what level we should go. To emerge from the surface of the ocean, we need to have knowledge that is not available by Googling.
- Itâs a much lower hurdle than the word âexpertiseâ implies.
Like two wheels of a car 58
Gaining knowledge through action
- Gaining knowledge that cannot be googled through action and experimentation
Exchange knowledge with others
- Give knowledge that canât be googled, get knowledge from another
Next step 59
- Create a small informal group and you become the originator
- Belong to more than one group
- Set a reminder trigger.
Why triggers? ă60
- Sometimes we understand value after time has passed*.
- Long-term memories are more likely to stick if you touch them again after six months or a year of forgetting.
- When you first start a group, you are very excited and active, but it usually lasts three days.
Thatâs why I remind them when time has passed and they have forgotten.
*When people ask me right after completing MOT, âHow did it help you? I replied, âIt broadened my horizonsâ and âI made different decisions based on the book I wrote. Addendum: The word is ripe Haste in output leads to degraded copy.
Triggered after one year 61
- No posts, no notifications because there are no posts. No one remembers the group, so they donât post, and the cycle
- Sometimes a post brings it back to life again.
- Use âitâs been a yearâ as an excuse to post
Filtering after a year 62
- When you have a lot of free riders
- Create a new âenrichment groupâ with Givers based on one year of activity
- If there are more people who think the enriched group is better, the activity will take place in that group, and the old group will disappear naturally.
Unofficial groups are not only cheaper to create, but also cheaper to terminate because they can disappear spontaneously.
Opportunities for Review 63
- Many things will fail.
- When something youâve started doesnât work out, donât just forget about it. We can learn a lot by looking back a year later.
- But we forget easily, so set a trigger to remind us when we start.
Summary 64
Managing Yourself 65
- You have made a business decision to âinvest time to gain knowledgeâ.
- You are repeating this kind of resource allocation decision every day, this is management.
- There is a lot of discussion and knowledge in business administration about the importance of knowledge acquisition.
Your own knowledge acquisition strategy 66
- There are three types of learning: âlearning by teachingâ and âlearning by doingâ.
- What is often overlooked is âknowledge exchangeâ.
- In order to do this, you need a group of people who understand each otherâs situation and give each other knowledge. How do we create them?
First step 67
- First, create a small informal group, and you will be the transmitter.
- Join multiple groups and become a pipeline of knowledge.
- Set reminder triggers and look back a year later
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