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 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] 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

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

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

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

[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] A group of six people gather around a computer monitor and look on as a man in a denim shirt points to the screen.

What Is the Turing Test? Definition, Examples, and More

Learn about the Turing test—its history, how it works, and why it’s used—and how to conduct your own Turing test to discover more about today’s AI technology.

December 11, 2023

Article

[Featured Image] A machine learning engineer sits in front of a laptop and computer, working on creating a chatbot.

What Is a Chatbot? Definition, Types, and Examples

Chatbots are computer programs that simulate human conversation. Read to learn more about the most common types and use cases of chatbots.

November 27, 2023

Article

Article Image

What Is OpenAI? Everything You Need to Know

OpenAI is an artificial intelligence research company that produces services such as ChatGPT. Here’s what you need to know.

November 27, 2023

Article

[Featured Image] A prompt engineer searches for prompt engineering jobs on a desktop computer in their home office.

Prompt Engineering Jobs: Your 2025 Career Guide

Explore the job landscape for prompt engineering, including companies hiring, salaries you can earn, the steps to applying for a prompt engineer job, and the future of this career field.

November 9, 2023

Article

[Featured Image] A woman works on a laptop by a large window.

5 In-Demand Jobs Requiring AI Skills

AI skills are in demand, with an exponential increase in job postings listing skills like generative AI in 2023 compared to 2022. Learn more about types of AI job skills and AI jobs to decide if AI makes sense for your team or business.

November 1, 2023

Article

[Featured Image] A woman in a white t-shirt sits on the floor at her coffee table and types prompts into ChatGPT for a project.

How To Write ChatGPT Prompts: Your 2025 Guide

Discover foundational and advanced prompting strategies to unlock ChatGPT’s power.

October 20, 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] A group of six people gather around a computer monitor and look on as a man in a denim shirt points to the screen.

What Is the Turing Test? Definition, Examples, and More

Learn about the Turing test—its history, how it works, and why it’s used—and how to conduct your own Turing test to discover more about today’s AI technology.

December 11, 2023

Article

[Featured Image] A machine learning engineer sits in front of a laptop and computer, working on creating a chatbot.

What Is a Chatbot? Definition, Types, and Examples

Chatbots are computer programs that simulate human conversation. Read to learn more about the most common types and use cases of chatbots.

November 27, 2023

Article

Article Image

What Is OpenAI? Everything You Need to Know

OpenAI is an artificial intelligence research company that produces services such as ChatGPT. Here’s what you need to know.

November 27, 2023

Article

[Featured Image] A prompt engineer searches for prompt engineering jobs on a desktop computer in their home office.

Prompt Engineering Jobs: Your 2025 Career Guide

Explore the job landscape for prompt engineering, including companies hiring, salaries you can earn, the steps to applying for a prompt engineer job, and the future of this career field.

November 9, 2023

Article

[Featured Image] A woman works on a laptop by a large window.

5 In-Demand Jobs Requiring AI Skills

AI skills are in demand, with an exponential increase in job postings listing skills like generative AI in 2023 compared to 2022. Learn more about types of AI job skills and AI jobs to decide if AI makes sense for your team or business.

November 1, 2023

Article

[Featured Image] A woman in a white t-shirt sits on the floor at her coffee table and types prompts into ChatGPT for a project.

How To Write ChatGPT Prompts: Your 2025 Guide

Discover foundational and advanced prompting strategies to unlock ChatGPT’s power.

October 20, 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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