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 person sits at a desk and works on their laptop using generative AI to create content for their website.

Types of Generative AI: Exploring Diverse Applications

You can use different types of generative AI to perform various tasks like creating images, text, and audio. Explore types of generative AI models like GANs, variational autoencoders, transformers, and more.

April 25, 2025

Article

[Featured Image] A college student uses room-scale VR as part of their immersive lesson during online study.

Room-Scale VR: Immersive Experiences Redefined

Room-scale VR is a virtual reality experience that maps your movements to your view in a virtually created digital world as you move around in your physical space. Explore the benefits and potential uses of room-scale VR.

April 25, 2025

Article

[Featured Image] A learner sees how to humanize AI content while fact-checking AI-generated content on their laptop.

How to Humanize AI Content: Strategies for Authentic Engagement

You can improve content generated by artificial intelligence (AI) to make it sound more human, which can improve your search results and audience engagement. Learn how to humanize AI content to turn formulaic and cold AI writing into engaging stories.

April 25, 2025

Article

[Featured Image] A person sits at a desk and works on their laptop using generative AI to create content for their website.

Types of Generative AI: Exploring Diverse Applications

You can use different types of generative AI to perform various tasks like creating images, text, and audio. Explore types of generative AI models like GANs, variational autoencoders, transformers, and more.

April 25, 2025

Article

[Featured Image] A college student uses room-scale VR as part of their immersive lesson during online study.

Room-Scale VR: Immersive Experiences Redefined

Room-scale VR is a virtual reality experience that maps your movements to your view in a virtually created digital world as you move around in your physical space. Explore the benefits and potential uses of room-scale VR.

April 25, 2025

Article

AI and machine learning courses

Status: Free Trial

IBM

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

4.7
Rating, 4.7 out of 5 stars
19K reviews

Beginner · Course · 1 - 4 Weeks

Status: Free Trial

University of Pennsylvania

Skills you'll gain: Agentic systems, Artificial Intelligence, Algorithms, Python Programming, Theoretical Computer Science, Computer Science, Computer Programming

4.6
Rating, 4.6 out of 5 stars
21 reviews

Intermediate · Course · 1 - 4 Weeks

DeepLearning.AI

Skills you'll gain: Data Ethics, Market Opportunities, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Team Building, Machine Learning, Strategic Thinking, Data Science, Needs Assessment, Deep Learning, Business Ethics, Artificial Neural Networks, Engineering Management

4.8
Rating, 4.8 out of 5 stars
48K reviews

Beginner · Course · 1 - 4 Weeks

[Feature Image] A learner explores Claud AI vs. ChatGPT on a desktop computer to assess the strengths of each generative AI model.

Claude AI vs. ChatGPT: What’s the Difference?

Large language models Claude AI and ChatGPT can help you perform a lot of similar tasks, but the generative AI models are also different. Learn more about the capabilities of each model and explore how they compare.

April 25, 2025

Article

[Featured Image] A person working in a finance office is tracking data using machine learning programs.

Applied Machine Learning: What It Is and Why It Matters

Discover the difference between theoretical and applied machine learning and learn more about the challenges and benefits that come with machine learning applications.

April 25, 2025

Article

[Feature Image] Using AI tools for teachers, one educator plans immersive, innovative learning experiences for their class.

AI Tools for Teachers: Empowering Educators and Revolutionizing Classrooms

Learn about the many specially designed AI tools for teachers. Uncover best practices for using AI tools in the classroom and explore how teachers can leverage AI to save time and create engaging, personalized learning experiences for students.

April 25, 2025

Article

[Featured Image] Two cybersecurity professionals discuss the implementation of AI in their work.

Will AI Replace Cybersecurity?

Discover the impact of AI on cybersecurity roles, how AI can automate threat detection, and learn more about the implications of AI within the field of cybersecurity.

April 24, 2025

Article

[Featured Image] A programmer smiling in a workplace environment, surrounded by computers, while working on AI-generated text and machine learning models.

What Is AI-Generated Text?

AI-generated text is text output by a computer model in response to a human prompt. Many businesses utilize it for various reasons, such as increasing productivity and content generation. Discover its use cases and some pros and cons.

April 24, 2025

Article

[Feature Image] Three learners debate “What is a transformer model” as they study for a course in which they’re learning about its use.

What Is a Transformer Model?

A transformer model is a generative AI neural network that understands patterns within language and predicts the correct response to a prompt. Learn what is a transformer model, what you can do with them, and their importance in the field of AI.

April 22, 2025

Article

[Featured image]: A person with a laptop using their sales skills to recommend AI tools to two clients.

How to Break Into AI Sales

Selling AI solutions, like automation software or generative AI platforms, is an emerging field. Learn how to break into this rapidly growing industry.

April 21, 2025

Article

[Featured Image] Developers collaborating in front of a computer screen filled with code, discussing how natural language processing works.

How Does Natural Language Processing Work?

Learn how natural language processing (NLP) works, its challenges, and its applications, and explore future trends to develop the artificial intelligence (AI) and machine learning skills you may need for a career in NLP.

April 21, 2025

Article

[Featured Image] Colleagues in a professional workspace interact in front of a computer and discuss the core competencies of computer vision skills.

Essential Computer Vision Skills

Explore the various uses of computer vision and expand your knowledge on the essential technical, analytical, and computer skills necessary to excel with computer vision.

April 21, 2025

Article

[Featured Image] A learner sees how to humanize AI content while fact-checking AI-generated content on their laptop.

How to Humanize AI Content: Strategies for Authentic Engagement

You can improve content generated by artificial intelligence (AI) to make it sound more human, which can improve your search results and audience engagement. Learn how to humanize AI content to turn formulaic and cold AI writing into engaging stories.

April 25, 2025

Article

[Feature Image] A learner explores Claud AI vs. ChatGPT on a desktop computer to assess the strengths of each generative AI model.

Claude AI vs. ChatGPT: What’s the Difference?

Large language models Claude AI and ChatGPT can help you perform a lot of similar tasks, but the generative AI models are also different. Learn more about the capabilities of each model and explore how they compare.

April 25, 2025

Article

[Featured Image] A person working in a finance office is tracking data using machine learning programs.

Applied Machine Learning: What It Is and Why It Matters

Discover the difference between theoretical and applied machine learning and learn more about the challenges and benefits that come with machine learning applications.

April 25, 2025

Article

[Feature Image] Using AI tools for teachers, one educator plans immersive, innovative learning experiences for their class.

AI Tools for Teachers: Empowering Educators and Revolutionizing Classrooms

Learn about the many specially designed AI tools for teachers. Uncover best practices for using AI tools in the classroom and explore how teachers can leverage AI to save time and create engaging, personalized learning experiences for students.

April 25, 2025

Article

[Featured Image] Two cybersecurity professionals discuss the implementation of AI in their work.

Will AI Replace Cybersecurity?

Discover the impact of AI on cybersecurity roles, how AI can automate threat detection, and learn more about the implications of AI within the field of cybersecurity.

April 24, 2025

Article

[Featured Image] A programmer smiling in a workplace environment, surrounded by computers, while working on AI-generated text and machine learning models.

What Is AI-Generated Text?

AI-generated text is text output by a computer model in response to a human prompt. Many businesses utilize it for various reasons, such as increasing productivity and content generation. Discover its use cases and some pros and cons.

April 24, 2025

Article

[Feature Image] Three learners debate “What is a transformer model” as they study for a course in which they’re learning about its use.

What Is a Transformer Model?

A transformer model is a generative AI neural network that understands patterns within language and predicts the correct response to a prompt. Learn what is a transformer model, what you can do with them, and their importance in the field of AI.

April 22, 2025

Article

[Featured image]: A person with a laptop using their sales skills to recommend AI tools to two clients.

How to Break Into AI Sales

Selling AI solutions, like automation software or generative AI platforms, is an emerging field. Learn how to break into this rapidly growing industry.

April 21, 2025

Article

[Featured Image] Developers collaborating in front of a computer screen filled with code, discussing how natural language processing works.

How Does Natural Language Processing Work?

Learn how natural language processing (NLP) works, its challenges, and its applications, and explore future trends to develop the artificial intelligence (AI) and machine learning skills you may need for a career in NLP.

April 21, 2025

Article

[Featured Image] Colleagues in a professional workspace interact in front of a computer and discuss the core competencies of computer vision skills.

Essential Computer Vision Skills

Explore the various uses of computer vision and expand your knowledge on the essential technical, analytical, and computer skills necessary to excel with computer vision.

April 21, 2025

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)