シャドーイング練習: System Design - Part 1 | Introduction & Career Path | Why you need to learn System Design? - 動画で英語スピーキングを学ぶ

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It has been quite some time since I have wanted to start my series on system design.

It is just that I never felt ready

that I have all the resources and I have talked about all of the things

that you might encounter while studying this concept.

But right now I feel that I have covered enough that I can begin to talk about system design in general.

And whenever there is a concept that needs more detailing, I will create a video on it.

So with this series, my target is that I want to present your system design in such a way

that you are able to link it correctly to real life problems.

Because I truly believe that if you are able to relate a problem with some real life examples, then it comes very naturally to you.

And that has always been the goal of my channel to simplify the process

and the concept in such a way that it sticks in your mind.

You don't have to just mug up every concept.

So that is exactly what I'm going to do.

Before even getting into, okay, this is system design and these are all the terminology involved, I first want to get into where do you actually encounter system design?

And what are some real -life scenarios where you can apply them?

And that begins with the most basic step.

Where does it come in your interview?

And why do you even need it?

So I believe that will be a good starting point and all along the journey we are going to learn together.

So let's get started over there.

Hello friends, welcome back to my channel.

First of all, when you talk about system design and where does it come in your interview process?

Technically, whenever you are applying at an organization or no matter wherever you are working,

I would broadly say that you are either in the beginner level or you are an intermediate or you are an expert.

That means you have every knowledge or you are a subject matter expert.

So for most of the scenarios, you are at the beginner level.

That means you are dealing with basic data structures, you are dealing with basic algorithms and mostly problems on just to simplify arrays, strings, trees, all of that.

Next comes the part when you are going at a senior level.

So this is where I would say you are going at an intermediate level.

and this is the point where you must have a knowledge of all the system design concepts

because think about it such a large organization like any of the fan companies you know

that you cannot just develop applications based upon all of the data structures

that you have studied right you will not be actually using an array and then making all of these huge applications Correct?

You need a very good architecture level diagram and then you want to deploy out all the several components.

Correct?

Now, when you are at a beginner level, it is not expected out of you that you make these design decisions.

What usually happens is, at the beginner level, you are just given a sub -module that, hey, this is an entire application and you have to solve this small bit.

And that is why interviewers focus more on your data structures and problem -solving abilities.

when you are applying for intermediate roles that is where you want to know

that you have a knowledge of all of the design level concepts as well

because how is a system working what is actually happening what's

the database what is caching how is the data flowing what requirements do you want

so this is where you will start to get all of these questions and for example you're applying at Google.

So Google explicitly asks you, hey, do you want a system design coding round in your interview process or not?

And for other companies like Amazon, they will add a system design round if you're applying to software engineering levels of two and above.

So that is the idea.

And when you get at an expert level, you are not asked about data structures, algorithms.

No, that doesn't happen.

What happens is then you have to talk about real life applications.

How would you deal with this bunch of customers?

How would you deal with the high traffic?

How would you scale the application all throughout?

So, I know that all of these are very high -level terms, and surely we will get into the details of all of it.

But you must understand that where does system design come into play, and it is this particular level.

So, if you want to grow in your career, and if you want to reach at an expert level, that is where you need to have this knowledge.

Because, although you have these three levels, but the pay grade, it increases exponentially as you move towards the expert level.

And everybody loves a good pay, correct?

So, that is why system design is very, very necessary.

You want to know, right?

How is Netflix working?

How is YouTube working?

How are you handling so many customers?

Think about it.

Netflix is available all throughout the world.

And on YouTube, you can live stream a YouTube video even with millions of viewers.

So how are you handling all of that traffic?

That is all behind what system design is.

How are you designing this entire application?

So that is the end goal.

But before that, we want to understand what the hell is even system design and why do you want to scale applications?

Or rather, what does scaling even mean?

I will start from the very basic and then we will go along building our way step by step.

So where do you start?

Well, why do you even need system design?

And to understand it, let us go to the ground level.

Forget everything about computers.

Just focus that, let us say you want to open a bookstore, right?

And what do you do?

Okay, you have a small bookstore you open it what happens now you can say

that okay some customers will start to come in now as more

and more customers start to come in what do you do your bookstore will start to get smaller right

so you want to accommodate more customers what is the first thing

that comes to mind okay this is a small shop what

do i do i will try to either expand my shop

or what i'm gonna do is i will shut down this store

and maybe i open an even bigger store correct now you have a bigger store

and what happens is you see more

and more customers come in your store is able to accommodate everyone

so what are you basically doing you are increasing your store capacity correct

and this process cannot just go on think about it what

if more customers starts to come in you have a lot of customers coming in correct

so what do you do now Okay, maybe I can increase my store once again.

My bookstore is even bigger now and I can accommodate more people.

But do you see the problem with this approach?

What if more and more customers start to come in?

What if you're becoming really, really popular?

Do you think that you can keep on expanding a bookstore?

You will face all of the issues, right?

You cannot have a very huge building.

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You will have all these parking problems and all of the resources problems as well.

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You cannot manage all the customers.

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It will be all of a hassle, right?

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So basically what you're currently doing right now is you are scaling your bookstore vertically.

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That means you are gonna keep on increasing the size of your bookstore.

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You will soon realize that you are running out of space, correct?

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So you already know what solutions do all of these big companies come up with right

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and what is

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that they do not open a store at only one place

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what will you do you will open different stores at different places correct

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and each of these stores they are made on the basis

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of your consumption correct you do not want to open a huge store where the footfall is very less

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and vice versa

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so basically what are you doing you are trying to expand

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your business horizontally what you can do is you can use your same store format

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and open it up in a lot of different places what did

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that do with this you can distribute all of your customers at different places correct think about it

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if you had your store open only in one region then

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you're only targeting customers from this particular region you cannot expect

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that someone will fly all the way to come at your store.

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But if you have opened your store at all of these different places, a customer can go to any of the store that is nearest to them.

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So this is how you are solving a problem.

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And this is horizontal scaling.

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So now you are understanding the two most important concepts, vertical scaling and horizontal scaling.

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You cannot expect to have vertical scaling infinitely but with horizontal scaling you have a lot more scope.

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So this was a pretty basic example when you were trying to open a bookstore and then you want to expand it.

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You want more profits right and when it comes to computer programming

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or making applications what happens is let us say you are developing an application correct

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and this application will be having a database it will have some disk usage

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and it will have some cpu as well

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and now think about it you made your application on a

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computer correct very basic let us say you have your home computer

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and you made an application on it now let's say you

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want to make this application available to someone you run your own server

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and then you deploy this application so people will start coming in

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and they will want to use your application correct but

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if you notice the more

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and more people will try to use your app what will

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happen you will need more disk you will need more cpu and you will need more database as well So, the same concept applies over here.

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Yes, you can increase your disk size and then you can even use a faster CPU.

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Right now, you are having a 2 .2 GHz CPU.

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You can switch to a 3 GHz.

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Similarly, for a disk, you can have 2 TB of RAM and then you can upgrade to 4 TB of RAM.

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Similarly, for database as well.

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But do you see the problem?

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If you have to deal with millions of users, think about Facebook, right?

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You have so many users you cannot expect that you will keep on increasing your disk, database and CPU quantity.

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You are limited, right?

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You do not have a faster CPU than a particular limit, correct?

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Another factor is that when you are dealing with such large memories, then the cost of things also start to grow.

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I am pretty sure that when you have purchased components, you might have seen this as well.

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For example, if you are taking two RAMs of 4TB each, they will cost you less than a single piece of 8TB RAM.

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So, the price required is not linear.

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So, you cannot keep on increasing your RAM continuously.

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Your cost will keep on increasing exponentially and you will never make a profit.

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In fact, if you look at the graph between your cost and memory, this graph will look something like this.

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So as you increase your memory, the cost keeps on going up, right?

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And whenever you're dealing with applications, you need more RAM, more and more fast memory.

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So at that point, your application stops scaling.

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You cannot just accommodate more and more customers to reach you.

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So this is exactly similar when you're opening a bookstore, correct?

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You cannot just keep on increasing your bookstore size.

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You will face some of the problems.

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And when you're dealing with computer applications, you get limited by all of these resources.

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To give you an example, I just took two screenshots.

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Just look at this.

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Here is a solid state drive and for 4TB, the cost is approximately $230.

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So, you would expect that, okay, for 8TB, I will get the double of cost, right?

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But that is not true for high memories.

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If you are increasing your storage size then the cost becomes greater than a multiple of two

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and that is why you cannot just keep on having a vertical scaling.

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You need to think something different and that is where horizontal scaling comes in.

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Similar to the way we were opening all of our bookstores

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what we now do is we take up our app

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and we will try to deploy it in two different regions of the world.

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So now what happens?

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All of your customers that were coming from all the way to the world only in one region.

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This was our condition, right?

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And this was causing a problem.

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What did we just do?

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We have now deployed our applications in two different regions.

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And now some customers can reach over here while the other users can reach over here.

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So what did you do?

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You partitioned your users, correct?

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And you are able to give them the same service.

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So this is a very high level overview design about what is a vertical scaling and what is a horizontal scaling.

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And this is the exact reason why you need to study system design.

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Because you cannot just keep on scaling up your application vertically.

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It is just not possible you need to have different servers all throughout the world.

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That is why you have so many services in all different regions of the world.

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That is why there is a concept of latency because it depends which server are you trying to connect to.

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If a server is hosted only in the Americas then this is the latency from all different countries.

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So these are all the concepts that we will become familiar with

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but for this video i just want to give you an overview

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that this is system design and that is why we study it

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and i really hope that this kind of peaks your interest

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and you want to know more

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and this is how i'm gonna structure my course as well

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so basically what we are gonna do is just like this

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real life example we will cover all of the basics of system design that means what are all the terminology used?

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What is caching?

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What is latency?

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What is partitioning?

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What is hashing?

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What do all of these actually mean?

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And we will go step by step over every example.

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What is the individual component doing and how can you take advantage of it?

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And once you are familiar with all of these basic concepts, we will start off with some very basic designs.

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For example, how do you implement a service that is a URL shortener?

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How do you implement a service something like Uber?

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So just a basic idea, like how do you have this map structure and how do you find the nearest cab?

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So these are some of the very basic designs and then we are going to understand each of the components as well.

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So what I want to just say is, it is a journey and it will take some time.

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Just keep letting me know if you are facing any problems and which part do you want me to expand more.

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Just tell me if it gets very verbose or

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if it starts to get boring

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but all of this feedback will help me to curate this course even more effectively

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and I promise I will try to simplify it as much as possible for you

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and if everything goes right we will also look at some complex designs and some real -life applications too.

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So that is all I had in my mind for now

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so do let me know what are you feeling about this course

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and are you looking forward to it that will surely keep me motivated.

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Also if you find this channel helpful

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and you really like these kind of explanations please do subscribe to my channel it really keeps me going

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and if you want more consider joining my channel by

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that you do get prior to reply to your comments

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and you do get early access to these new videos as well

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so stay tuned for my upcoming videos until then see ya

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このレッスンの語彙とスピーキングのポイント

このC1レベルのスピーキングレッスンは、動画「System Design - Part 1」を教材にしています。繰り返し出てくる語は次のとおりです：design, application, customer, correct, store。この動画には、シャドーイング用の文が227文、単語が2833語あります。音声の長さは16:04です。話す速さは1分あたり約176語で、日常会話に近い自然なペースです。単語の89%は英語の頻出3,000語に含まれます。残りは練習の前に確認しておきましょう。全227文のうち53文が疑問文なので、疑問文のイントネーションや短い受け答えの練習に向いています。

この動画の重要語彙

動画の中で特に難しい単語15語を、発音と意味つきで紹介します。

単語	発音	意味
horizontal 形容詞	/ˌhoɹəˈzɑn.təl/	水平な, 横の
disk 名詞	/dɪsk/	ディスク, 円盤
beginner 名詞	/bəˈɡɪnɚ/	ビギナー, 新参
deploy 動詞	/dɪˈplɔɪ/	配置する
accommodate 動詞	/əˈkɑməˌdeɪt/	収容する
latency 名詞	/ˈleɪ.tən.si/	潜在, 秘匿
simplify 動詞	/ˈsɪmplɪfaɪ/	単純化
cache 名詞	/kæʃ/	キャッシュ
partition 名詞	/pɑɹˈtɪ.ʃən/	分割
terminology 名詞	/ˌtɝ.məˈnɑ.lə.d͡ʒi/	用語, 専門語
algorithm 名詞	/ˈælɡəɹɪðm̩/	アルゴリズム, 演算手順
graph 名詞	/ɡɹæf/	グラフ, 図表
verbose 形容詞	/vəˈbəʊs/	冗長, くどくどしい
interviewer 名詞	/ˈɪntɚvjuɚ/	インタビュアー, 会見者
motivate 動詞	/ˈmoʊ.tɪ.veɪt/	動機を与える

動画に出てくる句動詞

単語	意味
go up 動詞	上がる, 登る
look forward to 動詞	楽しみにする
shut down 動詞	シャットダウン

繰り返し練習したい文

動画に出てくる短く完結した文です。日常会話でそのまま使えます。

Where does it come in your interview?
How would you deal with this bunch of customers?
How would you deal with the high traffic?
How would you scale the application all throughout?
What if you're becoming really, really popular?

この動画の文法

話し手がよく使っている文型を、動画の実際の表現とともに紹介します。

文型	動画での表現
現在完了形 have/has + 過去分詞 — 過去の出来事が今も関係している	has been · have talked · have covered
受動態 be + 過去分詞 — 誰がするかより、何が起きるかに焦点を当てる	is not expected · are just given · are not asked

注意したい発音

話し手はyou're, gonna, I'mなど、短縮形や弱形を17回使っています。聞こえたとおりの短い形で発音しましょう。

「sh」と「zh」の音: exponentially /ɛkspə(ʊ)ˈnɛnʃəli/, cache /kæʃ/, partition /pɑɹˈtɪ.ʃən/, shortener /ˈʃɔɹtənɚ/, hash /ˈhæʃ/
長い単語（アクセントの位置に注意）: horizontal /ˌhoɹəˈzɑn.təl/, accommodate /əˈkɑməˌdeɪt/, intermediate /ɪn.tə(ɹ)ˈmi.di.ət/, exponentially /ɛkspə(ʊ)ˈnɛnʃəli/, vertically /ˈvɝ.tɪ.kəli/

日本語話者が苦手な音：

/r/ と /l/ の区別 — /l/ は舌先を歯茎につけ、/r/ はどこにもつけない: horizontal /ˌhoɹəˈzɑn.təl/, algorithm /ˈælɡəɹɪðm̩/, broadly /ˈbɹɔːdli/
/v/ — /b/ にならないように、上の歯を下唇に当てる: vertically /ˈvɝ.tɪ.kəli/, verbose /vəˈbəʊs/, interviewer /ˈɪntɚvjuɚ/, motivate /ˈmoʊ.tɪ.veɪt/, viewer /ˈvju.ɚ/
/f/ — 「フ」ではなく、上の歯と下唇で出す: simplify /ˈsɪmplɪfaɪ/, graph /ɡɹæf/, footfall /ˈfʊtfɔːl/, infinitely /ˈɪnfɪnɪtli/

この動画での練習方法

まず声を出さずに動画を最後まで聞き、知らない単語をメモします。
まず0.75倍速で一文ずつシャドーイングし、慣れてきたら通常の速度に戻します。
自分の声を録音して元の音声と比べます。horizontal, disk, beginnerなどの単語に特に注意しましょう。

シャドーイングとは？英語上達に効果的な理由

シャドーイング（Shadowing）は、もともとプロの通訳者養成プログラムで開発された言語学習法で、多言語習得者として知られるDr. Alexander Arguelles によって広く普及されました。方法はシンプルですが非常に効果的：ネイティブスピーカーの英語を聞きながら、1〜2秒の遅延で声に出してすぐに繰り返す——まるで「影（shadow）」のように話者を追いかけます。文法ドリルや受動的なリスニングと異なり、シャドーイングは脳と口の筋肉が同時にリアルタイムで英語を処理・再現することを強制します。研究により、発音精度、抑揚、リズム、連音、リスニング力、そして会話の流暢さが大幅に向上することが確認されています。IELTSスピーキング対策や自然な英語コミュニケーションを目指す方に特におすすめです。

シャドーイングのやり方: ステップ別の完全ガイドを読む →

シャドーイング練習: System Design - Part 1 | Introduction & Career Path | Why you need to learn System Design? - 動画で英語スピーキングを学ぶ

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