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。

Coursera logo C cutout
[Feature Image] A computer science learner studies transformers vs. convolutional neural networks as part of their coursework.

Transformers vs. Convolutional Neural Networks: What’s the Difference?

Transformers and convolutional neural networks are both powerful deep learning algorithms for computer vision, but they work differently and have different strengths and weaknesses. Explore each AI model and consider which may be right for your needs.

March 18, 2025

文章

[Featured Image] A group of professionals in a workplace environment conducting a job interview with a candidate, asking TensorFlow interview questions.

10 Common TensorFlow Interview Questions and How to Prepare

Get ready for your next machine-learning job by reviewing these TensorFlow interview questions that you can likely expect.

March 18, 2025

文章

[Featured Image] A business person is leading a meeting displaying four screens, each displaying visualizations created with AI data analysis tools.

Understanding AI Data Analysis

AI helps speed up the process of categorizing and analyzing larger amounts of data than human data analysts can comfortably handle manually. Discover more about what AI data analysis is and how you can use it to your advantage.

March 18, 2025

文章

[Feature Image] A computer science learner studies transformers vs. convolutional neural networks as part of their coursework.

Transformers vs. Convolutional Neural Networks: What’s the Difference?

Transformers and convolutional neural networks are both powerful deep learning algorithms for computer vision, but they work differently and have different strengths and weaknesses. Explore each AI model and consider which may be right for your needs.

March 18, 2025

文章

[Featured Image] A group of professionals in a workplace environment conducting a job interview with a candidate, asking TensorFlow interview questions.

10 Common TensorFlow Interview Questions and How to Prepare

Get ready for your next machine-learning job by reviewing these TensorFlow interview questions that you can likely expect.

March 18, 2025

文章

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：免费试用

Advancing Women in Tech

初级 · 课程 · 1-4 周

[Featured Image] Two graphic designers working together at a computer desk.

Will AI Replace Graphic Designers?

The rise of artificial intelligence (AI) in graphic design is changing things in fascinating ways. AI has the potential to replace designers, at least in certain cases. But will it? Learn more about the future of graphic design and AI.

March 18, 2025

文章

[Featured Image] A group of students stand in a classroom with an instructor teaching mathematics related to AI on a whiteboard.

What Math Do I Need to Know for AI?: 5 Types to Know

Understanding the math behind AI is essential for building machine learning models, optimizing algorithms, and making data-driven decisions. Learn how these skills apply to AI careers.

March 18, 2025

文章

[Feature Image] A group of learners join in a lively discussion on the topic, “What is TF-IDF?”

What Is TF-IDF?

TF-IDF is a machine learning method that helps a computer or robot understand the words integral to interpreting a document. Explore how you can use this metric for various purposes.

March 18, 2025

文章

[Featured image] Two AI researchers in an office using text classification to organize text data on a computer.

What Is Text Classification?

Text classification is an AI and machine learning technique that allows a computer to sort text into different categories, such as “spam” or “not spam” or “positive feedback” and “negative feedback.” Explore what you can do with this technique.

March 18, 2025

文章

[Featured Image] Developers discussing the implementation of retrieval augmented generation (RAG) in AI applications, analyzing code on their computers in a professional workspace.

What Is RAG in AI?

Explore the purpose of retrieval augmented generation (RAG) in artificial intelligence (AI) and learn more about how to utilize the tool for your own projects.

March 18, 2025

文章

[Featured Image] Two rofessionals discuss Perplexity AI and if it’s the right choice for their project while holding tablets, with computers displaying AI platforms in the background.

What Is Perplexity AI?

Learn about Perplexity AI, including details about the technology behind the platform, key features and uses, the benefits of choosing Perplexity AI versus ChatGPT and other AI platforms, and tips on how to start using this versatile tool.

March 18, 2025

文章

[Feature Image] An instructor answers their class’s question, “What is LangChain?”

What Is LangChain?

Expand your knowledge of LangChain, discover its main applications, and explore the potential advantages and disadvantages of utilizing the tool.

March 18, 2025

文章

[Featured Image] A person uses a laptop to learn more about what is Google Gemini and how to use it.

What Is Google Gemini?

Learn about Google Gemini, Google’s generative AI model that has applications across many industries to help you work more efficiently.

March 18, 2025

文章

[Feature Image] A generative AI user researches ChatGPT alternatives and compares them on their laptop.

ChatGPT Alternatives: Exploring Your Options

Explore ChatGPT alternatives, who might use them, and why. Also, explore factors to consider before you select a ChatGPT alternative and popular generative conversational AI models available now.

March 18, 2025

文章

[Featured Image] A business person is leading a meeting displaying four screens, each displaying visualizations created with AI data analysis tools.

Understanding AI Data Analysis

AI helps speed up the process of categorizing and analyzing larger amounts of data than human data analysts can comfortably handle manually. Discover more about what AI data analysis is and how you can use it to your advantage.

March 18, 2025

文章

[Featured Image] Two graphic designers working together at a computer desk.

Will AI Replace Graphic Designers?

The rise of artificial intelligence (AI) in graphic design is changing things in fascinating ways. AI has the potential to replace designers, at least in certain cases. But will it? Learn more about the future of graphic design and AI.

March 18, 2025

文章

[Featured Image] A group of students stand in a classroom with an instructor teaching mathematics related to AI on a whiteboard.

What Math Do I Need to Know for AI?: 5 Types to Know

Understanding the math behind AI is essential for building machine learning models, optimizing algorithms, and making data-driven decisions. Learn how these skills apply to AI careers.

March 18, 2025

文章

[Feature Image] A group of learners join in a lively discussion on the topic, “What is TF-IDF?”

What Is TF-IDF?

TF-IDF is a machine learning method that helps a computer or robot understand the words integral to interpreting a document. Explore how you can use this metric for various purposes.

March 18, 2025

文章

[Featured image] Two AI researchers in an office using text classification to organize text data on a computer.

What Is Text Classification?

Text classification is an AI and machine learning technique that allows a computer to sort text into different categories, such as “spam” or “not spam” or “positive feedback” and “negative feedback.” Explore what you can do with this technique.

March 18, 2025

文章

[Featured Image] Developers discussing the implementation of retrieval augmented generation (RAG) in AI applications, analyzing code on their computers in a professional workspace.

What Is RAG in AI?

Explore the purpose of retrieval augmented generation (RAG) in artificial intelligence (AI) and learn more about how to utilize the tool for your own projects.

March 18, 2025

文章

[Featured Image] Two rofessionals discuss Perplexity AI and if it’s the right choice for their project while holding tablets, with computers displaying AI platforms in the background.

What Is Perplexity AI?

Learn about Perplexity AI, including details about the technology behind the platform, key features and uses, the benefits of choosing Perplexity AI versus ChatGPT and other AI platforms, and tips on how to start using this versatile tool.

March 18, 2025

文章

[Feature Image] An instructor answers their class’s question, “What is LangChain?”

What Is LangChain?

Expand your knowledge of LangChain, discover its main applications, and explore the potential advantages and disadvantages of utilizing the tool.

March 18, 2025

文章

[Featured Image] A person uses a laptop to learn more about what is Google Gemini and how to use it.

What Is Google Gemini?

Learn about Google Gemini, Google’s generative AI model that has applications across many industries to help you work more efficiently.

March 18, 2025

文章

[Feature Image] A generative AI user researches ChatGPT alternatives and compares them on their laptop.

ChatGPT Alternatives: Exploring Your Options

Explore ChatGPT alternatives, who might use them, and why. Also, explore factors to consider before you select a ChatGPT alternative and popular generative conversational AI models available now.

March 18, 2025

文章

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.

Frequently asked questions (FAQ)