AI 和 Machine Learning

AI 和 Machine Learning 正在推动各行各业的创新。通过这些资源了解有关 Generative AI、Large Language Model 等的更多信息。

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[Featured Image] A businessman walks through an airport, talking to artificial intelligence on his phone while passing by self-service machines powered by AI.
状态：精品课程

Essential Artificial Intelligence Skills

If you choose to work in artificial intelligence, you need a certain skill set. Discover the essential artificial intelligence skills necessary to work in this industry, such as programming, data analysis, communication, and collaboration.

February 4, 2025

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[Featured Image] A woman is wearing a VR headset while discovering robotics as an artificial intelligence career path.
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Navigating Your Artificial Intelligence Career Path

Discover ten roles to help you on your artificial intelligence career path and learn about the requirements, salary, and job outlook for each.

February 7, 2025

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[Featured Image] A programmer wearing glasses and an orange blouse studies machine learning concepts while sitting at her computer workstation in an office.
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What Are Machine Learning Concepts?

Machine learning is a type of technology that allows machines and computers to learn by observation. Dive into the fundamentals of machine learning concepts and discover why they are essential for understanding modern data-driven technologies.

February 18, 2025

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[Featured Image] A group of learners gather in a classroom setting to learn more about the various types of AI agents and how to build their own.

Types of AI Agents

Discover the various types of AI agents currently in use, and learn more about their key features and applications as you explore the steps to establish your agentic AI foundation and develop your own AI agent.

December 8, 2025

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[Featured Image] Two agriculturalists study plant development in a field using sustainable AI practices and technologies.

Sustainable AI: How AI Can Help with Sustainability

Explore sustainable AI practices and learn how you can contribute to a more sustainable future.

December 8, 2025

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[Featured Image] Two learners sit on a blue couch in front of a large white bookshelf as they study probabilistic programming together and discuss its uses.

What Is Probabilistic Programming?

Discover what probabilistic programming is and how it can be useful to you. Also, learn more about the foundations of probabilistic programming and how to implement it.

December 8, 2025

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[Featured Image] A group of learners gather in a classroom setting to learn more about the various types of AI agents and how to build their own.

Types of AI Agents

Discover the various types of AI agents currently in use, and learn more about their key features and applications as you explore the steps to establish your agentic AI foundation and develop your own AI agent.

December 8, 2025

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[Featured Image] Two agriculturalists study plant development in a field using sustainable AI practices and technologies.

Sustainable AI: How AI Can Help with Sustainability

Explore sustainable AI practices and learn how you can contribute to a more sustainable future.

December 8, 2025

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AI and machine learning courses

状态：免费试用

Google

您将获得的技能: Prompt Engineering, Prompt Patterns, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Productivity Software, Information Systems Security Assessment Framework (ISSAF), Operational Efficiency, Business Process Automation, Data Security, Critical Thinking, Analysis, Innovation

4.8
评分, 4.8 星，最高 5 星
1.7万 条评论

初级 · 专项课程 · 1-3 个月

状态：免费试用

IBM

您将获得的技能: Responsible AI, Generative AI, Natural Language Processing, Business Intelligence, Content Creation, Risk Mitigation

4.7
评分, 4.7 星，最高 5 星
2.2万 条评论

初级 · 课程 · 1-4 周

状态：预览

DeepLearning.AI

您将获得的技能: AI Product Strategy, Responsible AI, Data Ethics, Artificial Intelligence, Machine Learning, Strategic Thinking, Data Science, Deep Learning, Artificial Neural Networks

4.8
评分, 4.8 星，最高 5 星
5.1万 条评论

初级 · 课程 · 1-4 周

[Featured Image] A learner researches how to create a custom GPT on their laptop while drinking coffee in an outdoor setting.

How to Create a Custom GPT

Explore how you can create a custom GPT for your specific needs, and learn more about the real-life areas you can apply them in and the skills you’ll need for creating a custom GPT.

November 24, 2025

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[Featured Image] Three speakers sit in front of a screen that reads “Questions” as they complete a discussion on neuro-symbolic AI.

What Is Neuro-Symbolic AI?

Explore what neuro-symbolic AI is, how it overcomes the limitations of traditional AI systems, and how you can begin learning the foundations of this powerful model.

November 24, 2025

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[Featured Image] Two machine learning professionals use neural architecture search as they both look at a computer screen in a large office space.

What Is Neural Architecture Search?

Learn about neural architecture search, including what it is, how to use it, and which steps you can take to build the foundational knowledge needed to master this machine learning technique.

November 24, 2025

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[Featured Image] A computer programmer types code to guide the AI in generating content.

How to Learn Natural Language Processing

Natural language processing (NLP) is a subfield of artificial intelligence (AI) focused on the interaction between computers and human language. Learn how to understand and apply NLP concepts.

November 24, 2025

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[Featured Image]: Two people in front of a computer collaborate on feature engineering for machine learning models to improve prediction accuracy.

Feature Engineering for Machine Learning Models: Techniques, Examples, and Best Practices

Learn about the importance of feature engineering for machine learning models, and explore feature engineering techniques and examples.

November 24, 2025

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[Featured Image] A freelancer works with ChatGPT plugin alternatives on their laptop at home.

ChatGPT Plugins: Uses and Alternative Options

Discover what ChatGPT plugins were used for before GPTs replaced them. Compare the functionalities and benefits of ChatGPT plugins with GPTs, and learn about related careers and skills in this area.

November 15, 2025

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[Featured Image] Two colleagues discuss how using AI for scheduling streamlines operations and boosts productivity in their workplace while reviewing tool options on a tablet in a break area.

AI for Scheduling: 6 Tools to Streamline Work in 2026

Learn about tools that allow you to harness the power of AI for scheduling, including what they are, how they work, and how they can benefit you professionally.

November 15, 2025

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[Featured Image] Three professionals in the banking industry use machine learning for fraud detection as they look at a computer screen.

Machine Learning for Fraud Detection: Techniques, Applications, and Career Paths

Discover different types of machine learning for fraud detection to determine which algorithm is best suited for your needs. Plus, explore career paths and how to build your own model.

November 15, 2025

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[Featured Image] A data scientist works with hyperparameter optimization in machine learning as they look at data on several computer monitors.

A Beginner’s Guide to Hyperparameter Optimization in Machine Learning

Explore the role of hyperparameter optimization in machine learning, an important step when training models.

November 15, 2025

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[Featured Image] Two learners sit on a blue couch in front of a large white bookshelf as they study probabilistic programming together and discuss its uses.

What Is Probabilistic Programming?

Discover what probabilistic programming is and how it can be useful to you. Also, learn more about the foundations of probabilistic programming and how to implement it.

December 8, 2025

文章

[Featured Image] A learner researches how to create a custom GPT on their laptop while drinking coffee in an outdoor setting.

How to Create a Custom GPT

Explore how you can create a custom GPT for your specific needs, and learn more about the real-life areas you can apply them in and the skills you’ll need for creating a custom GPT.

November 24, 2025

文章

[Featured Image] Three speakers sit in front of a screen that reads “Questions” as they complete a discussion on neuro-symbolic AI.

What Is Neuro-Symbolic AI?

Explore what neuro-symbolic AI is, how it overcomes the limitations of traditional AI systems, and how you can begin learning the foundations of this powerful model.

November 24, 2025

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[Featured Image] Two machine learning professionals use neural architecture search as they both look at a computer screen in a large office space.

What Is Neural Architecture Search?

Learn about neural architecture search, including what it is, how to use it, and which steps you can take to build the foundational knowledge needed to master this machine learning technique.

November 24, 2025

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[Featured Image] A computer programmer types code to guide the AI in generating content.

How to Learn Natural Language Processing

Natural language processing (NLP) is a subfield of artificial intelligence (AI) focused on the interaction between computers and human language. Learn how to understand and apply NLP concepts.

November 24, 2025

文章

[Featured Image]: Two people in front of a computer collaborate on feature engineering for machine learning models to improve prediction accuracy.

Feature Engineering for Machine Learning Models: Techniques, Examples, and Best Practices

Learn about the importance of feature engineering for machine learning models, and explore feature engineering techniques and examples.

November 24, 2025

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[Featured Image] A freelancer works with ChatGPT plugin alternatives on their laptop at home.

ChatGPT Plugins: Uses and Alternative Options

Discover what ChatGPT plugins were used for before GPTs replaced them. Compare the functionalities and benefits of ChatGPT plugins with GPTs, and learn about related careers and skills in this area.

November 15, 2025

文章

[Featured Image] Two colleagues discuss how using AI for scheduling streamlines operations and boosts productivity in their workplace while reviewing tool options on a tablet in a break area.

AI for Scheduling: 6 Tools to Streamline Work in 2026

Learn about tools that allow you to harness the power of AI for scheduling, including what they are, how they work, and how they can benefit you professionally.

November 15, 2025

文章

[Featured Image] Three professionals in the banking industry use machine learning for fraud detection as they look at a computer screen.

Machine Learning for Fraud Detection: Techniques, Applications, and Career Paths

Discover different types of machine learning for fraud detection to determine which algorithm is best suited for your needs. Plus, explore career paths and how to build your own model.

November 15, 2025

文章

[Featured Image] A data scientist works with hyperparameter optimization in machine learning as they look at data on several computer monitors.

A Beginner’s Guide to Hyperparameter Optimization in Machine Learning

Explore the role of hyperparameter optimization in machine learning, an important step when training models.

November 15, 2025

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GenAI is poised to be the largest technological revolution since the internet. In today's technologically evolving world, professionals skilled in AI and machine learning are in high demand across many industries. A career in this fast-growing field provides opportunities to use technical skills to drive meaningful business impact. Explore the diverse career paths, essential skills, and job types within AI and machine learning to start your journey in this exciting and rewarding domain.

Ready to start learning? Explore our catalog of artificial intelligence, machine learning, and natural language processing courses for beginners and experienced professionals.

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