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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[Video thumbnail] AI Quick Tip: Organizing Your Documents

AI Quick Tip: Organize Your Documents in Seconds [VIDEO]

Tired of searching through endless folders for important documents? Discover how AI can transform your digital organization in minutes!

September 18, 2025

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[Video thumbnail] AI Revolution From Coffee to Cybersecurity

How AI is Transforming Business (And Your Morning Coffee)

Discover how artificial intelligence is revolutionizing modern business, from your morning coffee routine to advanced cybersecurity systems.

August 13, 2025

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[Featured Image] Professionals on a prompt engineering career path first-line test AI interactions on a project.

Prompt Engineering Career Path: Pioneering the Future of AI Interaction

Prompt engineering is an exciting career path involving the practical use of advanced generative artificial intelligence technology. Learn more about the possibilities to see if prompt engineering is the right path for you.

August 13, 2025

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[Video thumbnail] AI Quick Tip: Organizing Your Documents

AI Quick Tip: Organize Your Documents in Seconds [VIDEO]

Tired of searching through endless folders for important documents? Discover how AI can transform your digital organization in minutes!

September 18, 2025

文章

[Video thumbnail] AI Revolution From Coffee to Cybersecurity

How AI is Transforming Business (And Your Morning Coffee)

Discover how artificial intelligence is revolutionizing modern business, from your morning coffee routine to advanced cybersecurity systems.

August 13, 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, AI Product Strategy, Generative AI, Large Language Modeling, LLM Application, Process Optimization, Productivity Software, Workforce Development, Innovation, Emerging Technologies, Organizational Strategy, Data Security, Sociology, Critical Thinking, Human Computer Interaction, Analysis

4.8
评分, 4.8 星，最高 5 星
1.2万 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: Generative AI, Responsible AI, LLM Application, Natural Language Processing, Market Opportunities

4.7
评分, 4.7 星，最高 5 星
2.1万 条评论

初级 · 课程 · 1-4 周

状态：免费试用

Macquarie University

您将获得的技能: Responsible AI, Information Privacy, Personally Identifiable Information, Data Security, Threat Detection, Anomaly Detection, Threat Modeling, Cyber Security Strategy, Security Controls, Cyber Threat Hunting, Cybersecurity, Cyber Risk, Security Strategy, Cyber Governance, Security Awareness, Artificial Intelligence and Machine Learning (AI/ML), Security Management, Security Software, AI Product Strategy, Generative AI

4.2
评分, 4.2 星，最高 5 星
9 条评论

初级 · 专项课程 · 3-6 个月

[Video thumbnail] AI Chatbots Decoded

Understanding Chatbots: Types, Uses & Future of AI Communication [VIDEO]

Curious about the technology behind those helpful chat windows? Dive into the world of chatbots and discover how they're transforming business communication!

August 11, 2025

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[Featured Image] A machine learning engineer analyzes data using VAEs while looking at a handheld device and two laptops in a sunny office.

Variational Autoencoder (VAE) Uses and Benefits

VAEs are machine learning models that encode data to latent space before decoding the data with white noise to create a unique entity. Learn more about how variational autoencoders work and what you can use them for.

August 6, 2025

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[Featured image] Two engineers looking at a small screen and discussing learning rates to train a deep learning model.

Understanding the Learning Rate in Neural Networks

Explore learning rates in neural networks, including what they are, different types, and machine learning applications where you can see them in action.

August 6, 2025

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[Featured image]: A teacher provides individualized instruction to a student after implementing machine learning for education tools.

Machine Learning for Education: Transforming Teaching and Learning

Learn how machine learning for education is reshaping classrooms through adaptive tools, real-time feedback, and data-driven instruction that supports every learner.

August 1, 2025

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[Feature Image] An instructor reviews TensorFlow versus Keras on a tablet while helping a learner understand the strengths of each.

TensorFlow vs. Keras: What’s the Difference?

Examine the relationship between Keras, which facilitates model development, and TensorFlow, which provides flexibility and scalability, to see which might best suit your needs.

July 30, 2025

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[Featured Image] A group of professionals asks prompt engineering interview questions as they evaluate a potential new hire.

10 Prompt Engineering Interview Questions and How To Prepare

Prepare for your interview in the growing field of prompt engineering and feel confident going into your interview after reviewing these 10 common questions.

July 29, 2025

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[Featured Image] A programmer smiles while working on a computer displaying lines of code, representing the comparison of Llama vs. Alpaca LLM programming models.

Llama vs. Alpaca LLM: What’s the Difference?

Explore the key differences between Llama and Alpaca, two popular large language models, and find out which model best aligns with your goals and serves your needs effectively.

July 24, 2025

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[Featured Image] A business professional is using a large language application to edit an article they are writing.

Large Language Model Applications: Transforming the Way We Interact with Technology

Large language model applications (LLMs) are foundational to the development of today’s artificial intelligence (AI) technology. Discover how LLMs have revolutionized text generation, machine learning, and AI interaction in various fields.

July 24, 2025

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[Featured Image] Three business leaders are meeting in their office, discussing the security of data while cautiously integrating generative AI into the daily tasks.

How to Cautiously Use AI for Work

The increasing adoption of artificial intelligence (AI) in the workplace means it’s important to know how to cautiously use AI for work in order to maximize benefits while minimizing risks and ethical concerns. Read on to learn more.

July 24, 2025

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[Featured Image] Professionals on a prompt engineering career path first-line test AI interactions on a project.

Prompt Engineering Career Path: Pioneering the Future of AI Interaction

Prompt engineering is an exciting career path involving the practical use of advanced generative artificial intelligence technology. Learn more about the possibilities to see if prompt engineering is the right path for you.

August 13, 2025

文章

[Video thumbnail] AI Chatbots Decoded

Understanding Chatbots: Types, Uses & Future of AI Communication [VIDEO]

Curious about the technology behind those helpful chat windows? Dive into the world of chatbots and discover how they're transforming business communication!

August 11, 2025

文章

[Featured Image] A machine learning engineer analyzes data using VAEs while looking at a handheld device and two laptops in a sunny office.

Variational Autoencoder (VAE) Uses and Benefits

VAEs are machine learning models that encode data to latent space before decoding the data with white noise to create a unique entity. Learn more about how variational autoencoders work and what you can use them for.

August 6, 2025

文章

[Featured image] Two engineers looking at a small screen and discussing learning rates to train a deep learning model.

Understanding the Learning Rate in Neural Networks

Explore learning rates in neural networks, including what they are, different types, and machine learning applications where you can see them in action.

August 6, 2025

文章

[Featured image]: A teacher provides individualized instruction to a student after implementing machine learning for education tools.

Machine Learning for Education: Transforming Teaching and Learning

Learn how machine learning for education is reshaping classrooms through adaptive tools, real-time feedback, and data-driven instruction that supports every learner.

August 1, 2025

文章

[Feature Image] An instructor reviews TensorFlow versus Keras on a tablet while helping a learner understand the strengths of each.

TensorFlow vs. Keras: What’s the Difference?

Examine the relationship between Keras, which facilitates model development, and TensorFlow, which provides flexibility and scalability, to see which might best suit your needs.

July 30, 2025

文章

[Featured Image] A group of professionals asks prompt engineering interview questions as they evaluate a potential new hire.

10 Prompt Engineering Interview Questions and How To Prepare

Prepare for your interview in the growing field of prompt engineering and feel confident going into your interview after reviewing these 10 common questions.

July 29, 2025

文章

[Featured Image] A programmer smiles while working on a computer displaying lines of code, representing the comparison of Llama vs. Alpaca LLM programming models.

Llama vs. Alpaca LLM: What’s the Difference?

Explore the key differences between Llama and Alpaca, two popular large language models, and find out which model best aligns with your goals and serves your needs effectively.

July 24, 2025

文章

[Featured Image] A business professional is using a large language application to edit an article they are writing.

Large Language Model Applications: Transforming the Way We Interact with Technology

Large language model applications (LLMs) are foundational to the development of today’s artificial intelligence (AI) technology. Discover how LLMs have revolutionized text generation, machine learning, and AI interaction in various fields.

July 24, 2025

文章

[Featured Image] Three business leaders are meeting in their office, discussing the security of data while cautiously integrating generative AI into the daily tasks.

How to Cautiously Use AI for Work

The increasing adoption of artificial intelligence (AI) in the workplace means it’s important to know how to cautiously use AI for work in order to maximize benefits while minimizing risks and ethical concerns. Read on to learn more.

July 24, 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)