C1 Expression フォーマル 2分で読める

采用机器学习方法

Adopt machine learning methods

直訳: Adopt (采用) machine (机器) learning (学习) methods (方法)

Use this phrase to sound professional when explaining data-driven solutions in technical or business environments.

15秒でわかる

  • Professional way to describe using AI algorithms.
  • Essential for tech business and academic contexts.
  • Signals advanced analytical skills and modern approaches.

意味

This phrase describes the act of using artificial intelligence and algorithms to analyze data or solve complex problems. It's a professional way to say you're letting a computer 'learn' patterns instead of just following hard-coded rules.

主な例文

3 / 6
1

In a formal business presentation

为了提高预测准确度,我们团队决定采用机器学习方法。

To improve prediction accuracy, our team decided to adopt machine learning methods.

💼
2

Explaining a new app feature to a friend

这个推荐系统采用了机器学习方法,所以越用越懂你。

This recommendation system adopts machine learning methods, so it understands you better the more you use it.

🤝
3

A student discussing their thesis

我的论文主要采用机器学习方法来分析社交媒体数据。

My thesis mainly adopts machine learning methods to analyze social media data.

👔
🌍

文化的背景

China is currently a global leader in AI implementation, from mobile payments to smart city infrastructure. Using this phrase signals that you are aligned with the country's 'New Infrastructure' goals and the fast-paced tech culture of hubs like Shenzhen and Beijing.

💡

Sound like an expert

Pair this phrase with `大数据` (big data) to sound like a true industry insider.

⚠️

Don't over-simplify

In formal writing, always use the full four characters `机器学习` rather than just `AI`.

15秒でわかる

  • Professional way to describe using AI algorithms.
  • Essential for tech business and academic contexts.
  • Signals advanced analytical skills and modern approaches.

What It Means

This phrase is your go-to for discussing modern tech.

It means using algorithms to let computers learn from data.

Think of it as giving a computer a digital brain.

You aren't just coding rules; you are training systems.

It sounds smart, professional, and very high-tech.

How To Use It

Place it after your subject to describe your strategy.

我们 (We) + 采用机器学习方法 (adopt ML methods).

Follow it with a specific goal or a result.

It works well in reports, presentations, or technical discussions.

Don't forget to mention what kind of data you use.

It makes your project sound much more sophisticated.

When To Use It

Use it during a serious job interview for tech.

It's perfect for writing a thesis or academic paper.

Bring it up in a boardroom to impress your boss.

If you're explaining a complex app, use this phrase.

It fits anywhere data and logic meet.

When NOT To Use It

Avoid using this for simple, manual tasks.

Don't say it when just using a basic calculator.

It's too heavy for casual chats with non-tech friends.

Using it to decide dinner might seem a bit much.

Unless you actually built a bot for your menu!

Cultural Background

AI is a massive deal in modern China right now.

From facial recognition to smart logistics, it is everywhere.

Using this phrase shows you are part of the future.

It reflects the country's drive toward high-tech innovation.

People respect the technical expertise this phrase implies.

Common Variations

You might hear 使用机器学习技术 for using ML technology.

基于机器学习 means the project is based on machine learning.

Some people just say 用AI in very casual settings.

通过机器学习实现 means achieving it through machine learning.

使い方のコツ

This is a C1-level technical expression. It is highly formal and best suited for professional environments, academic writing, and technical documentation.

💡

Sound like an expert

Pair this phrase with `大数据` (big data) to sound like a true industry insider.

⚠️

Don't over-simplify

In formal writing, always use the full four characters `机器学习` rather than just `AI`.

💬

The 'Method' nuance

In Chinese business culture, adding `方法` (method) makes your statement sound more systematic and well-planned.

例文

6
#1 In a formal business presentation
💼

为了提高预测准确度,我们团队决定采用机器学习方法。

To improve prediction accuracy, our team decided to adopt machine learning methods.

This is the most standard, professional way to use the phrase.

#2 Explaining a new app feature to a friend
🤝

这个推荐系统采用了机器学习方法,所以越用越懂你。

This recommendation system adopts machine learning methods, so it understands you better the more you use it.

A slightly more relaxed but still informative context.

#3 A student discussing their thesis
👔

我的论文主要采用机器学习方法来分析社交媒体数据。

My thesis mainly adopts machine learning methods to analyze social media data.

Perfect for academic settings to show rigor.

#4 Texting a colleague about a bug
😊

如果我们采用机器学习方法,可能能自动修复这些错误。

If we adopt machine learning methods, we might be able to fix these errors automatically.

Used here to suggest a high-level solution.

#5 Making a joke about dating
😄

我需要采用机器学习方法来分析我女朋友为什么生气。

I need to adopt machine learning methods to analyze why my girlfriend is angry.

The humor comes from applying a complex tech term to a common human struggle.

#6 Expressing hope for medical progress
💭

科学家们正采用机器学习方法寻找治疗这种疾病的新药。

Scientists are adopting machine learning methods to find new drugs for this disease.

Shows the phrase used in a serious, impactful context.

自分をテスト

Choose the correct verb to complete the phrase for a professional report.

我们的研究___机器学习方法来优化流程。

✓ 正解! ✗ おしい! 正解: 采用

`采用` (cǎiyòng) is the formal verb for 'to adopt' or 'to employ' a method.

Complete the sentence to explain why an app is smart.

这个软件之所以聪明,是因为它采用了机器学习___。

✓ 正解! ✗ おしい! 正解: 方法

`方法` (fāngfǎ) means 'method' or 'approach', completing the standard phrase.

🎉 スコア: /2

ビジュアル学習ツール

Formality of 'Using AI'

Casual

Using '用AI' (use AI) with friends.

我用AI写作业。

Neutral

Standard '使用机器学习' (use ML).

我们使用机器学习处理数据。

Formal

The target phrase '采用机器学习方法'.

本研究采用机器学习方法。

Where to use '采用机器学习方法'

采用机器学习方法
💼

Job Interview

I have experience adopting ML methods.

🎤

Tech Conference

Our startup adopts ML methods for logistics.

📝

Academic Paper

This paper adopts ML methods for classification.

🚀

Product Pitch

Our product adopts ML methods to save costs.

よくある質問

10 問

Yes, it might sound a bit stiff. In a casual chat, you can just say 用机器学习 or even 用AI.

Absolutely. You can replace 机器学习 with 深度学习 to say 采用深度学习方法.

采用 is more about choosing to adopt a specific strategy or method, while 使用 is a general word for 'to use'.

No, 机器学习方法 is a compound noun phrase, so you don't need between them.

Yes, the terminology is the same, though the characters would be written in traditional script: 採用機器學習方法.

Yes, as long as the underlying technology is machine learning, the phrase is technically accurate.

Don't forget the verb 采用. Just saying 机器学习方法 is just the noun 'machine learning methods'.

Not necessarily. It just means the project or approach utilizes those methods, regardless of who wrote the code.

'AI' (or 人工智能) is the broad term, but 机器学习 is used when you want to be more specific about the technical approach.

Not really. It specifically refers to computational 'machine' learning, so it wouldn't apply to human learning.

関連フレーズ

人工智能

Artificial Intelligence (AI)

算法优化

Algorithm optimization

数据驱动

Data-driven

深度学习

Deep learning

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