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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How to Learn Artificial Intelligence: A Beginner’s Guide

This guide to learning artificial intelligence is suitable for any beginner, no matter where you’re starting from.

September 6, 2023

Article

[Featured Image] A man works at a laptop computer in an office.

What Is Generative AI? Definition, Applications, and Impact

Generative artificial intelligence (GenAI) can create certain types of images, text, videos, and other media in response to prompts. Here’s what you should know about this growing field and tool.

August 17, 2023

Article

[Featured Image] Waves of 0 and 1 digits on a blue background.

What Is Artificial Intelligence? Definition, Uses, and Types

Learn what artificial intelligence actually is, how it’s used today, and what it may do in the future.

July 28, 2023

Article

[Featured Image] A woman works on a laptop computer at a wooden table outdoors.

How to Learn Artificial Intelligence: A Beginner’s Guide

This guide to learning artificial intelligence is suitable for any beginner, no matter where you’re starting from.

September 6, 2023

Article

[Featured Image] A man works at a laptop computer in an office.

What Is Generative AI? Definition, Applications, and Impact

Generative artificial intelligence (GenAI) can create certain types of images, text, videos, and other media in response to prompts. Here’s what you should know about this growing field and tool.

August 17, 2023

Article

AI and machine learning courses

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

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

[Feature Image] A machine learning engineer sits at a desktop computer, working on their machine learning skills.

Machine Learning Skills: Your Guide to Getting Started

Learn the technical and workplace skills needed for a career in machine learning. Discover the educational requirements and jobs in machine learning.

March 6, 2023

Article

[Featured image] A person in a purple shirt with over-ear headphones and glasses sits in front of a laptop working on ChatGPT.

What Is ChatGPT? Meaning, Uses, Features, and More

Learn more about what ChatGPT is and how best to use it safely and responsibly.

February 1, 2023

Article

[Featured image]An AI engineer in a blue shirt reviews code while sitting in front of a desktop computer monitor.

AI Ethics: What It Is, Why It Matters, and More

AI ethics in technological advancements can help foster a world with less bias and more fairness. Here’s what it is and why it matters.

January 12, 2023

Article

[Featured image] Three AI engineers look at a monitor in a data server room.

4 Types of AI: Getting to Know Artificial Intelligence

Artificial intelligence (AI) has enabled us to do things faster and better, advancing technology in the 21st century. Learn about the four main types of AI.

January 10, 2023

Article

[Featured Image] A machine learning engineer works on a laptop in an open office space.

9 Real-Life Machine Learning Examples

Explore these examples of machine learning in the real world to understand how it appears in our everyday lives.

December 13, 2022

Article

[Featured image] A machine learning intern wearing glasses and a grey hoodie sits in front of a laptop.

How to Land a Machine Learning Internship: 2025 Guide

Gain work experience, expand your professional network, and set yourself up for success with a machine learning internship. Discover more about what they are and how to land one.

December 13, 2022

Article

[Featured Image] A woman stands in a server room holding a tablet.

6 Popular Machine Learning Certifications: Your 2025 Guide

Whether you’re just beginning a career or are already a practicing professional, a machine learning certification or certificate can help you get to the next level.

December 7, 2022

Article

[Feature Image: woman using an AI assistant on her smartphone while working]

What is Natural Language Processing? Definition and Examples

Natural language processing ensures that AI can understand the natural human languages people speak every day. Learn more about this impactful AI subfield.

November 29, 2022

Article

[Featured Image] An abstract art design of blue waves and binary code.

Machine Learning vs. AI: Differences, Uses, and Benefits

Many people tend to use the terms machine learning and artificial intelligence interchangeably, but they actually have meaningful differences. Find out what they are and how AI is changing our world.

November 29, 2022

Article

[Featured Image] Waves of 0 and 1 digits on a blue background.

What Is Artificial Intelligence? Definition, Uses, and Types

Learn what artificial intelligence actually is, how it’s used today, and what it may do in the future.

July 28, 2023

Article

[Feature Image] A machine learning engineer sits at a desktop computer, working on their machine learning skills.

Machine Learning Skills: Your Guide to Getting Started

Learn the technical and workplace skills needed for a career in machine learning. Discover the educational requirements and jobs in machine learning.

March 6, 2023

Article

[Featured image] A person in a purple shirt with over-ear headphones and glasses sits in front of a laptop working on ChatGPT.

What Is ChatGPT? Meaning, Uses, Features, and More

Learn more about what ChatGPT is and how best to use it safely and responsibly.

February 1, 2023

Article

[Featured image]An AI engineer in a blue shirt reviews code while sitting in front of a desktop computer monitor.

AI Ethics: What It Is, Why It Matters, and More

AI ethics in technological advancements can help foster a world with less bias and more fairness. Here’s what it is and why it matters.

January 12, 2023

Article

[Featured image] Three AI engineers look at a monitor in a data server room.

4 Types of AI: Getting to Know Artificial Intelligence

Artificial intelligence (AI) has enabled us to do things faster and better, advancing technology in the 21st century. Learn about the four main types of AI.

January 10, 2023

Article

[Featured Image] A machine learning engineer works on a laptop in an open office space.

9 Real-Life Machine Learning Examples

Explore these examples of machine learning in the real world to understand how it appears in our everyday lives.

December 13, 2022

Article

[Featured image] A machine learning intern wearing glasses and a grey hoodie sits in front of a laptop.

How to Land a Machine Learning Internship: 2025 Guide

Gain work experience, expand your professional network, and set yourself up for success with a machine learning internship. Discover more about what they are and how to land one.

December 13, 2022

Article

[Featured Image] A woman stands in a server room holding a tablet.

6 Popular Machine Learning Certifications: Your 2025 Guide

Whether you’re just beginning a career or are already a practicing professional, a machine learning certification or certificate can help you get to the next level.

December 7, 2022

Article

[Feature Image: woman using an AI assistant on her smartphone while working]

What is Natural Language Processing? Definition and Examples

Natural language processing ensures that AI can understand the natural human languages people speak every day. Learn more about this impactful AI subfield.

November 29, 2022

Article

[Featured Image] An abstract art design of blue waves and binary code.

Machine Learning vs. AI: Differences, Uses, and Benefits

Many people tend to use the terms machine learning and artificial intelligence interchangeably, but they actually have meaningful differences. Find out what they are and how AI is changing our world.

November 29, 2022

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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