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 professional researches “what is AGI versus AI” on a desktop computer to explore the differences between the two.

What Is AGI vs. AI: What’s the Difference?

What is AGI versus AI? Artificial general intelligence (AGI) is a theory describing how an artificial intelligence (AI) could reach or surpass the abilities of an average human. Discover the differences between AGI and AI.

April 25, 2025

Article

[Feature Image] Two learners study types of generative models and generative adversarial networks as part of their coursework.

Types of Generative Models

Generative artificial intelligence (AI) models understand patterns and generate new text, images, videos, code, and more based on the patterns learned by studying training data. Explore different types of generative models and their applications.

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.

6 Types of Generative AI Models

Explore types of generative AI models like GANs, variational autoencoders, and transformers, and learn about the different types of content they're capable of generating.

April 25, 2025

Article

[Featured Image] A professional researches “what is AGI versus AI” on a desktop computer to explore the differences between the two.

What Is AGI vs. AI: What’s the Difference?

What is AGI versus AI? Artificial general intelligence (AGI) is a theory describing how an artificial intelligence (AI) could reach or surpass the abilities of an average human. Discover the differences between AGI and AI.

April 25, 2025

Article

[Feature Image] Two learners study types of generative models and generative adversarial networks as part of their coursework.

Types of Generative Models

Generative artificial intelligence (AI) models understand patterns and generate new text, images, videos, code, and more based on the patterns learned by studying training data. Explore different types of generative models and their applications.

April 25, 2025

Article

AI and machine learning courses

Status: Free Trial

University of Pennsylvania

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

4.4
Rating, 4.4 out of 5 stars
37 reviews

Intermediate · Course · 1 - 4 Weeks

Status: Free Trial

IBM

Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, LLM Application, AI literacy, Natural Language Processing, Robotics, Risk Mitigation

4.7
Rating, 4.7 out of 5 stars
23K reviews

Beginner · Course · 1 - 4 Weeks

Status: Free Trial
Status: AI skills

Google

Skills you'll gain: Prompt Patterns, Google Gemini, Generative AI, AI literacy, Model Training, AI Integrations, Google Sheets, Critical Thinking, Innovation

4.8
Rating, 4.8 out of 5 stars
23K reviews

Beginner · Specialization · 3 - 6 Months

[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

[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

[Featured image] A smiling learner sitting at a desk in their house is reading the results of their ChatGPT prompts for studying to better understand the lesson topics.

AI Tools for Teachers: Uses, Benefits, and Best Practices

AI is increasingly common in the classroom. Explore popular AI tools for teachers, their uses, benefits, and important considerations you should make before implementing them in your curriculum.

April 25, 2025

Article

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

Will AI Replace Cybersecurity?

Discover how AI is transforming the field of cybersecurity, the impact it stands to have on roles, and what you can do to stay competitive.

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 a transformer model is, what you can do with them, and their importance in the field of AI.

April 21, 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 is an emerging, high-paying career path within the larger field of tech sales. Learn how to break into this rapidly growing area.

April 21, 2025

Article

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

6 Types of Generative AI Models

Explore types of generative AI models like GANs, variational autoencoders, and transformers, and learn about the different types of content they're capable of generating.

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

[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

[Featured image] A smiling learner sitting at a desk in their house is reading the results of their ChatGPT prompts for studying to better understand the lesson topics.

AI Tools for Teachers: Uses, Benefits, and Best Practices

AI is increasingly common in the classroom. Explore popular AI tools for teachers, their uses, benefits, and important considerations you should make before implementing them in your curriculum.

April 25, 2025

Article

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

Will AI Replace Cybersecurity?

Discover how AI is transforming the field of cybersecurity, the impact it stands to have on roles, and what you can do to stay competitive.

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 a transformer model is, what you can do with them, and their importance in the field of AI.

April 21, 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 is an emerging, high-paying career path within the larger field of tech sales. Learn how to break into this rapidly growing area.

April 21, 2025

Article

GenAI is poised to be the largest technological revolution since the internet. In today's technologically evolving world, professionals skilled in AI and machine learning are in high demand across many industries. A career in this fast-growing field provides opportunities to use technical skills to drive meaningful business impact. Explore the diverse career paths, essential skills, and job types within AI and machine learning to start your journey in this exciting and rewarding domain.

Ready to start learning? Explore our catalog of artificial intelligence, machine learning, and natural language processing courses for beginners and experienced professionals.

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