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] Software developers smiling and taking notes about Hugging Face, a key player in AI and machine learning, in a professional workspace.

What Is Hugging Face?

Discover more about Hugging Face’s uses with natural language processing and machine learning applications. Learn about its pre-trained models, ecosystem, and use cases in chatbots, sentiment analysis, and data science.

April 25, 2025

Article

[Featured Image] A learner asks, “What is an attention mechanism?” and gets details from their mentor as they discuss data analysis in a workplace environment with a computer displaying data.

What Is Attention Mechanism?

Explore what an attention mechanism is and the positive implications attention mechanisms offer in various use cases.

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

[Featured Image] Software developers smiling and taking notes about Hugging Face, a key player in AI and machine learning, in a professional workspace.

What Is Hugging Face?

Discover more about Hugging Face’s uses with natural language processing and machine learning applications. Learn about its pre-trained models, ecosystem, and use cases in chatbots, sentiment analysis, and data science.

April 25, 2025

Article

[Featured Image] A learner asks, “What is an attention mechanism?” and gets details from their mentor as they discuss data analysis in a workplace environment with a computer displaying data.

What Is Attention Mechanism?

Explore what an attention mechanism is and the positive implications attention mechanisms offer in various use cases.

April 25, 2025

Article

AI and machine learning courses

Status: Free Trial

Google

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, AI Product Strategy, Large Language Modeling, LLM Application, Computer Security Awareness Training, Productivity Software, Workforce Development, Operational Efficiency, Innovation, Business Process Automation, Organizational Strategy, Human Machine Interfaces, Data Security, Sociology, Critical Thinking, Analysis

4.8
Rating, 4.8 out of 5 stars
14K reviews

Beginner · Specialization · 1 - 3 Months

Status: Free Trial

IBM

Skills you'll gain: Generative AI, Responsible AI, LLM Application, Natural Language Processing, Market Opportunities

4.7
Rating, 4.7 out of 5 stars
21K reviews

Beginner · Course · 1 - 4 Weeks

Status: Free Trial

Alberta Machine Intelligence Institute

Skills you'll gain: Prompt Engineering, Large Language Modeling, Responsible AI, Generative AI, LLM Application, Data Ethics, Image Analysis, Business Ethics, OpenAI, ChatGPT, Ethical Standards And Conduct, AI Product Strategy, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Computer Vision, Natural Language Processing, Reinforcement Learning, Data Processing, Data Science

Beginner · Specialization · 1 - 3 Months

[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.

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

[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

[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.

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

[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

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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