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
[Featured Image] A group of students sit at laptops during a seminar and discuss differences between machine learning vs. neural networks.

Machine Learning vs. Neural Networks: What’s the Difference?

Learn about the differences between machine learning vs. neural networks, as well as relevant careers in these fields.

April 10, 2024

文章

[Featured Image] An adult student sits at a laptop in a library, taking an online machine learning course and learns about the LSTM neural network.

What Is an LSTM Neural Network?

Learn what an LSTM neural network is, how it works, the benefits and limitations compared to other kinds of neural networks, common uses, and specific industry applications.

April 10, 2024

文章

[Featured Image] A data science employee sits at a laptop at a table and explores the various Python libraries that they can use for their job.

9 Python Libraries for Data Science

Learn about some of the more popular Python libraries for data science, what each is used for, their pros and cons, and how you can begin working with them.

April 10, 2024

文章

[Featured Image] A group of students sit at laptops during a seminar and discuss differences between machine learning vs. neural networks.

Machine Learning vs. Neural Networks: What’s the Difference?

Learn about the differences between machine learning vs. neural networks, as well as relevant careers in these fields.

April 10, 2024

文章

[Featured Image] An adult student sits at a laptop in a library, taking an online machine learning course and learns about the LSTM neural network.

What Is an LSTM Neural Network?

Learn what an LSTM neural network is, how it works, the benefits and limitations compared to other kinds of neural networks, common uses, and specific industry applications.

April 10, 2024

文章

AI and machine learning courses

状态：免费试用

Google

您将获得的技能: Prompt Engineering, Large Language Modeling, Generative AI, AI Security, Gemini, AI Enablement, Google Workspace, Productivity Software, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Model Evaluation, AI Workflows, Workplace inclusivity, Social Impact, Operational Efficiency, Human Factors, Critical Thinking, Analysis, Data Security, Natural Language Processing

4.8
评分, 4.8 星，最高 5 星
1.8万 条评论

初级 · 专项课程 · 3-6 个月

状态：免费试用

IBM

您将获得的技能: Responsible AI, Generative AI, Natural Language Processing, Robotics, Business Logic, 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, AI Enablement, Artificial Intelligence, Machine Learning, 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 professional person looks at a tablet in their office and enjoys using Python automation to speed up some of their daily tasks.

What Is Python Automation? (With Examples)

Learn about Python automation and explore real-world Python automation examples that show how you can use it to increase productivity and workflow.

April 10, 2024

文章

[Featured Image] Two finance professionals sit at a laptop and view financial predictions made by the layers of neural network architecture.

4 Types of Neural Network Architecture

Explore four types of neural network architecture: feedforward neural networks, convolutional neural networks, recurrent neural networks, and generative adversarial networks.

April 10, 2024

文章

[Featured Image] Two content marketers sit at a laptop and have a discussion about the usefulness of Grammarly vs. ChatGPT.

Grammarly vs. ChatGPT: Which One Is Best?

Grammarly and ChatGPT are both cloud-based applications that can generate and evaluate your writing and give you suggestions for fixing things you’ve written or edited. Take a closer look at how each program may meet your needs.

April 10, 2024

文章

[Featured Image] Two colleagues sit and stand at a laptop in an office and discuss whether to use generative AI or predictive AI for their next project.

Generative AI vs. Predictive AI: What’s the Difference?

Explore generative AI and predictive AI and how they differ. This guide to generative and predictive AI can help you become more comfortable understanding and implementing either tool.

April 10, 2024

文章

[Featured Image] Two colleagues stand in an office and discuss the Hadoop Distributed File System that is used to handle their company's big data.

What Is the Hadoop Distributed File System?

Hadoop is key for big data processing and analytics. Learn more about the Hadoop Distributed File System (HDFS), including the benefits of an Apache Hadoop Distributed File System, and how to find a career that uses HDFS.

April 10, 2024

文章

[Featured Image] Two coworkers stand together in an office and talk about their favorite machine learning frameworks while looking at a smartphone and tablet.

What Are Machine Learning Frameworks?

Machine learning frameworks make working with complex deep learning and machine learning models accessible. Discover details about popular machine learning frameworks, how they work, and how you can start building your career with them.

April 10, 2024

文章

[Featured Image] A person sits at a laptop learning about hidden layers in neural networks during an online course.

What Is a Hidden Layer in a Neural Network?

Uncover the hidden layers inside neural networks and learn what happens in between the input and output, with specific examples from convolutional, recurrent, and generative adversarial neural networks.

April 10, 2024

文章

[Featured Image] A programmer sits at a desk and uses a laptop application that includes lexical analysis.

What Is Lexical Analysis?

Lexical analysis is the first step of text processing used in many artificial intelligence algorithms. Learn why this process is a key step in natural language processing, allowing machines to understand human text more effectively.

April 10, 2024

文章

[Featured Image] Two tech employees in an office discuss using a masked language model.

Understanding NLP Algorithms: The Masked Language Model

Expand your understanding of natural language processing with exciting algorithms such as masked language models. Plus, discover how different models compare and where you might have seen masked language modeling in action.

April 10, 2024

文章

[Featured Image] A data science employee sits at a laptop at a table and explores the various Python libraries that they can use for their job.

9 Python Libraries for Data Science

Learn about some of the more popular Python libraries for data science, what each is used for, their pros and cons, and how you can begin working with them.

April 10, 2024

文章

[Featured Image] A professional person looks at a tablet in their office and enjoys using Python automation to speed up some of their daily tasks.

What Is Python Automation? (With Examples)

Learn about Python automation and explore real-world Python automation examples that show how you can use it to increase productivity and workflow.

April 10, 2024

文章

[Featured Image] Two finance professionals sit at a laptop and view financial predictions made by the layers of neural network architecture.

4 Types of Neural Network Architecture

Explore four types of neural network architecture: feedforward neural networks, convolutional neural networks, recurrent neural networks, and generative adversarial networks.

April 10, 2024

文章

[Featured Image] Two content marketers sit at a laptop and have a discussion about the usefulness of Grammarly vs. ChatGPT.

Grammarly vs. ChatGPT: Which One Is Best?

Grammarly and ChatGPT are both cloud-based applications that can generate and evaluate your writing and give you suggestions for fixing things you’ve written or edited. Take a closer look at how each program may meet your needs.

April 10, 2024

文章

[Featured Image] Two colleagues sit and stand at a laptop in an office and discuss whether to use generative AI or predictive AI for their next project.

Generative AI vs. Predictive AI: What’s the Difference?

Explore generative AI and predictive AI and how they differ. This guide to generative and predictive AI can help you become more comfortable understanding and implementing either tool.

April 10, 2024

文章

[Featured Image] Two colleagues stand in an office and discuss the Hadoop Distributed File System that is used to handle their company's big data.

What Is the Hadoop Distributed File System?

Hadoop is key for big data processing and analytics. Learn more about the Hadoop Distributed File System (HDFS), including the benefits of an Apache Hadoop Distributed File System, and how to find a career that uses HDFS.

April 10, 2024

文章

[Featured Image] Two coworkers stand together in an office and talk about their favorite machine learning frameworks while looking at a smartphone and tablet.

What Are Machine Learning Frameworks?

Machine learning frameworks make working with complex deep learning and machine learning models accessible. Discover details about popular machine learning frameworks, how they work, and how you can start building your career with them.

April 10, 2024

文章

[Featured Image] A person sits at a laptop learning about hidden layers in neural networks during an online course.

What Is a Hidden Layer in a Neural Network?

Uncover the hidden layers inside neural networks and learn what happens in between the input and output, with specific examples from convolutional, recurrent, and generative adversarial neural networks.

April 10, 2024

文章

[Featured Image] A programmer sits at a desk and uses a laptop application that includes lexical analysis.

What Is Lexical Analysis?

Lexical analysis is the first step of text processing used in many artificial intelligence algorithms. Learn why this process is a key step in natural language processing, allowing machines to understand human text more effectively.

April 10, 2024

文章

[Featured Image] Two tech employees in an office discuss using a masked language model.

Understanding NLP Algorithms: The Masked Language Model

Expand your understanding of natural language processing with exciting algorithms such as masked language models. Plus, discover how different models compare and where you might have seen masked language modeling in action.

April 10, 2024

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)