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 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] 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

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 machine learning engineer wears a blue blazer and glasses and proofreads their machine learning resume.

Machine Learning Resume: Tips, Examples, and Writing Guide

A well-crafted machine learning resume can help you stand out from the crowd. Learn what you can do to craft an eye-catching resume that lands you an interview—and maybe even a job.

November 15, 2022

Article

[Featured Image]: Health Informatics specialist analyzing patients' data.

AI in Health Care: Applications, Benefits, and Examples

AI is changing how health care professionals provide care and how patients receive it. Learn more about what AI in health care means today and in the coming years.

November 14, 2022

Article

[Featured Image]: A quantum algorithm researcher working on a project.

Quantum Machine Learning: What It Is, How It Works, and More

Quantum computing promises a quantum leap in processing power that could have big potential for machine learning. Explore this fascinating—and potentially game-changing—technology inside.

October 21, 2022

Article

[Featured Image]: Computational linguist applying algorithms and analyzing a written document.

What Is Computational Linguistics? Insights and Career Guide

Computational linguistics is a field of data science that powers chatbots, search engines, and more. Here are some insights into this fascinating career field.

October 20, 2022

Article

[Featured Image] An AI professional sits outdoors, working on a laptop.

What Does AI Stand For?

AI stands for artificial intelligence. It’s a growing field, and AI professionals are in demand. Discover more about AI and what the future looks like.

October 20, 2022

Article

[Featured Image]: A male, wearing a blue shirt and a female, wearing a green uniform, are discussing records and charts in a room with computers and big data information.

Big Data in Health Care: What It Is, Benefits, and Jobs

Big data has had a big impact on how health care is provided and recieved. Learn more about how data is transforming the field and why it matters.

September 21, 2022

Article

[Featured Image] An AI engineer sits at a desk working on a computer and pondering the task at hand.

How Much Do AI Engineers Make? 2025 Salary Guide

Artificial intelligence engineers use their technical expertise to program machines to think like the human brain. Here’s how much they’re earning—by experience, industry, and location.

September 21, 2022

Article

[Featured Image]: Two data scientists, one with long black hair, wearing a green top, and one wearing a blue shirt, are conferring with each other, in a room with a white desk, computer monitors and other machines.

What Is Machine Learning in Health Care?

Learn more about machine learning in health care. Find out how artificial intelligence can improve health care and what exciting careers are available in this field.

September 9, 2022

Article

[Featured Image] A person in a dark sweatshirt and glasses sits at a desk and works on a laptop. There is a second laptop on the desk a sofa with two blue pillows behind them.

What Is AIOps? Definition, Examples, and Use Cases

Learn more about how AI and machine learning provide new solutions to help IT professionals do their jobs.

August 11, 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] A machine learning engineer wears a blue blazer and glasses and proofreads their machine learning resume.

Machine Learning Resume: Tips, Examples, and Writing Guide

A well-crafted machine learning resume can help you stand out from the crowd. Learn what you can do to craft an eye-catching resume that lands you an interview—and maybe even a job.

November 15, 2022

Article

[Featured Image]: Health Informatics specialist analyzing patients' data.

AI in Health Care: Applications, Benefits, and Examples

AI is changing how health care professionals provide care and how patients receive it. Learn more about what AI in health care means today and in the coming years.

November 14, 2022

Article

[Featured Image]: A quantum algorithm researcher working on a project.

Quantum Machine Learning: What It Is, How It Works, and More

Quantum computing promises a quantum leap in processing power that could have big potential for machine learning. Explore this fascinating—and potentially game-changing—technology inside.

October 21, 2022

Article

[Featured Image]: Computational linguist applying algorithms and analyzing a written document.

What Is Computational Linguistics? Insights and Career Guide

Computational linguistics is a field of data science that powers chatbots, search engines, and more. Here are some insights into this fascinating career field.

October 20, 2022

Article

[Featured Image] An AI professional sits outdoors, working on a laptop.

What Does AI Stand For?

AI stands for artificial intelligence. It’s a growing field, and AI professionals are in demand. Discover more about AI and what the future looks like.

October 20, 2022

Article

[Featured Image]: A male, wearing a blue shirt and a female, wearing a green uniform, are discussing records and charts in a room with computers and big data information.

Big Data in Health Care: What It Is, Benefits, and Jobs

Big data has had a big impact on how health care is provided and recieved. Learn more about how data is transforming the field and why it matters.

September 21, 2022

Article

[Featured Image] An AI engineer sits at a desk working on a computer and pondering the task at hand.

How Much Do AI Engineers Make? 2025 Salary Guide

Artificial intelligence engineers use their technical expertise to program machines to think like the human brain. Here’s how much they’re earning—by experience, industry, and location.

September 21, 2022

Article

[Featured Image]: Two data scientists, one with long black hair, wearing a green top, and one wearing a blue shirt, are conferring with each other, in a room with a white desk, computer monitors and other machines.

What Is Machine Learning in Health Care?

Learn more about machine learning in health care. Find out how artificial intelligence can improve health care and what exciting careers are available in this field.

September 9, 2022

Article

[Featured Image] A person in a dark sweatshirt and glasses sits at a desk and works on a laptop. There is a second laptop on the desk a sofa with two blue pillows behind them.

What Is AIOps? Definition, Examples, and Use Cases

Learn more about how AI and machine learning provide new solutions to help IT professionals do their jobs.

August 11, 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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