AI and Machine Learning

AI and machine learning are driving innovation across industries. Learn more about generative AI, large language models, and more with these resources.

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[Featured image] A graphic of a histogram with green bars and a black distribution line on a white background

What Is a Histogram?

Discover histograms and their role in visualizing data. Understand when to opt for a histogram, and learn the basics of creating one yourself. Simplify the process of using this effective data representation tool.

January 19, 2024

Article

[Featured image] An artist produces AI art on a desktop computer.

What Is AI Art? How It Works and How to Create It

Dive into the world of art made with the help of artificial intelligence. Learn how it works and how to create your own AI art.

January 19, 2024

Article

[Featured Image] Code, similar to what might be associated with artificial general intelligence, appears on a screen.

What Is Artificial General Intelligence? Definition and Examples

Get an inside look at artificial general intelligence and several examples of this type of artificial intelligence making waves today.

January 9, 2024

Article

[Featured image] A graphic of a histogram with green bars and a black distribution line on a white background

What Is a Histogram?

Discover histograms and their role in visualizing data. Understand when to opt for a histogram, and learn the basics of creating one yourself. Simplify the process of using this effective data representation tool.

January 19, 2024

Article

[Featured image] An artist produces AI art on a desktop computer.

What Is AI Art? How It Works and How to Create It

Dive into the world of art made with the help of artificial intelligence. Learn how it works and how to create your own AI art.

January 19, 2024

Article

AI and machine learning courses

IBM

Skills you'll gain: Artificial Intelligence, Generative AI, Data Ethics, OpenAI, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, ChatGPT, Governance, Machine Learning, Business Transformation, Ethical Standards And Conduct, Computer Vision, Emerging Technologies, Natural Language Processing

4.7
Rating, 4.7 out of 5 stars
17K reviews

Beginner · Course · 1 - 4 Weeks

Google

Skills you'll gain: Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Productivity Software, Artificial Intelligence, Data Ethics, Security Awareness, Business Workflow Analysis, Innovation, Automation, Workflow Management, Information Privacy, Human Computer Interaction, Content Creation, Natural Language Processing, Complex Problem Solving

4.7
Rating, 4.7 out of 5 stars
9.5K reviews

Beginner · Course · 1 - 3 Months

University of Pennsylvania

Skills you'll gain: Artificial Intelligence, Algorithms, Python Programming, Theoretical Computer Science, Computational Thinking, Programming Principles, Computer Science

4.6
Rating, 4.6 out of 5 stars
15 reviews

Intermediate · Course · 1 - 4 Weeks

[Featured Image] A group of machine learning engineers stand around a computer, analyzing a machine learning application in the technology field.

10 Machine Learning Applications + (Real-World Examples)

Machine learning is one of the most common forms of artificial intelligence. Discover some of the ways it’s being used today.

January 9, 2024

Article

[Featured Image] A machine learning engineer works at a computer, developing an artificial intelligence application.

How Does AI Work? Basics to Know

What goes on behind the scenes of artificial intelligence as we know it? Learn more about how AI-driven systems and products work.

January 9, 2024

Article

[Featured Image] A worker sits at their laptop and uses artificial intelligence to automate a repetitive task, realizing the benefits of AI.

5 Benefits of AI to Know in 2025 (+ 3 Risks to Watch Out For)

Ready or not, AI is here – and it’s developing faster than ever. Learn some of the potential pros and cons of working with artificial intelligence.

January 9, 2024

Article

[Featured Image] A team of machine learning engineers is in front of a computer and works on automating tasks with artificial intelligence.

Automation vs. AI: Meaning, Differences, and Real World Uses

Learn how these interrelated terms differ and how they’re transforming the way we work.

January 9, 2024

Article

[Featured Image] A machine learning engineer in a gray shirt sits with his back to his desk and speaks with co-workers.

What is GAN? Generative Adversarial Networks (GAN) Explained

Learn how GANs work, what they’re used for, and explore examples in this beginner-friendly guide.

December 14, 2023

Article

[Featured Image] Multi-colored code displayed on a black background

What Is Named Entity Recognition (NER) and How Does It Work?

The NER technique is used in many industries, from entertainment to health care. Learn why it’s popular and how it works in this article.

December 14, 2023

Article

[Featured Image] Two people stand together at a desk in a dimly lit room and review information on a shared computer.

What Is the BERT Model and How Does It Work?

Meet BERT: An overview of how this language model is used, how it works, and how it's trained.

December 14, 2023

Article

[Featured Image] Blue lines of binary code ripple across a black screen in waves.

What Is GPT? GPT-3, GPT-4, and More Explained

An overview and comparison of GPT models 1-4, Amazon’s GPT-55X, and more.

December 14, 2023

Article

[Featured Image] Two co-workers sit next to each other at a desk and collaborate on a shared computer in an open office space.

What Is Spatial Computing?

Spatial computing blends our physical reality with a digital world and allows new forms of human-computer interaction. Explore how to get started in this exciting field.

December 11, 2023

Article

[Featured Image] Code, similar to what might be associated with artificial general intelligence, appears on a screen.

What Is Artificial General Intelligence? Definition and Examples

Get an inside look at artificial general intelligence and several examples of this type of artificial intelligence making waves today.

January 9, 2024

Article

[Featured Image] A group of machine learning engineers stand around a computer, analyzing a machine learning application in the technology field.

10 Machine Learning Applications + (Real-World Examples)

Machine learning is one of the most common forms of artificial intelligence. Discover some of the ways it’s being used today.

January 9, 2024

Article

[Featured Image] A machine learning engineer works at a computer, developing an artificial intelligence application.

How Does AI Work? Basics to Know

What goes on behind the scenes of artificial intelligence as we know it? Learn more about how AI-driven systems and products work.

January 9, 2024

Article

[Featured Image] A worker sits at their laptop and uses artificial intelligence to automate a repetitive task, realizing the benefits of AI.

5 Benefits of AI to Know in 2025 (+ 3 Risks to Watch Out For)

Ready or not, AI is here – and it’s developing faster than ever. Learn some of the potential pros and cons of working with artificial intelligence.

January 9, 2024

Article

[Featured Image] A team of machine learning engineers is in front of a computer and works on automating tasks with artificial intelligence.

Automation vs. AI: Meaning, Differences, and Real World Uses

Learn how these interrelated terms differ and how they’re transforming the way we work.

January 9, 2024

Article

[Featured Image] A machine learning engineer in a gray shirt sits with his back to his desk and speaks with co-workers.

What is GAN? Generative Adversarial Networks (GAN) Explained

Learn how GANs work, what they’re used for, and explore examples in this beginner-friendly guide.

December 14, 2023

Article

[Featured Image] Multi-colored code displayed on a black background

What Is Named Entity Recognition (NER) and How Does It Work?

The NER technique is used in many industries, from entertainment to health care. Learn why it’s popular and how it works in this article.

December 14, 2023

Article

[Featured Image] Two people stand together at a desk in a dimly lit room and review information on a shared computer.

What Is the BERT Model and How Does It Work?

Meet BERT: An overview of how this language model is used, how it works, and how it's trained.

December 14, 2023

Article

[Featured Image] Blue lines of binary code ripple across a black screen in waves.

What Is GPT? GPT-3, GPT-4, and More Explained

An overview and comparison of GPT models 1-4, Amazon’s GPT-55X, and more.

December 14, 2023

Article

[Featured Image] Two co-workers sit next to each other at a desk and collaborate on a shared computer in an open office space.

What Is Spatial Computing?

Spatial computing blends our physical reality with a digital world and allows new forms of human-computer interaction. Explore how to get started in this exciting field.

December 11, 2023

Article

AI and machine learning are changing the way we work, creating new roles and shifting the way businesses innovate. If you're interested in learning about AI and machine learning, we've gathered free articles and resources on those and other data-centric topics, including:

  • Data analytics

  • Data basics

  • Data science

  • Generative AI and ChatGPT

Frequently asked questions (FAQ)

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