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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[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

[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

AI and machine learning courses

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

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
18K reviews

Beginner · Course · 1 - 4 Weeks

Google

Skills you'll gain: Generative AI, Productivity Software, Artificial Intelligence, Data Ethics, Innovation, Automation, Workflow Management, Information Privacy, Machine Learning, Human Computer Interaction, Content Creation, Natural Language Processing

4.7
Rating, 4.7 out of 5 stars
11K reviews

Beginner · Course · 1 - 3 Months

[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] Two VR developers use computer vision algorithms as they test their creations in a lab environment.

Computer Vision Algorithms: Decoding the Visual World

Computer vision algorithms make it possible for AI models to respond to visual cues. Explore how algorithms like image classification and object detection work, how to use them, and the types of computer vision models you can use to write them.

April 21, 2025

Article

[Video thumbnail] Career Spotlight Machine Learning Engineer

Career Spotlight: Machine Learning Engineer [VIDEO]

Ever wondered who teaches machines to learn? It's the machine learning engineers - the brilliant minds building the AI of the future!

April 18, 2025

Article

[Featured Image] A businessperson in a comfortable break room asks ChatGPT interview questions to a potential new hire.

Common ChatGPT Interview Questions and How to Prepare

As AI advances, businesses are increasingly integrating ChatGPT into their workflows. Prepare for your job interview with some common ChatGPT interview questions to showcase your knowledge of this large language model (LLM) and its applications.

April 11, 2025

Article

[Featured Image] A sales team is integrating AI into their process to support and find solutions to sales activity.

Exploring AI Sales

Learn how AI sales can reshape sales teams and capabilities and explore the AI technologies that drive smarter selling and the valuable skills you can develop to build your career path.

April 11, 2025

Article

[Featured Image] A worker in marketing is excited by the benefits of AI in their workflow.

AI Marketing Tools for CRM, Content, Analytics, and Email Automation

AI marketing tools can help you save time and maximize return on investment. Discover how AI marketing tools can help you create content, understand your data, automate your email marketing strategy, and more.

April 11, 2025

Article

[Feature Image] A businessperson researches cloud AI program options, including AI chatbots and cognitive cloud computing, to recommend the best options to streamline operational efficiency.

Cloud AI: Transforming the Future of Technology

Discover cloud AI’s key applications in various industries, examine the possible future of the tool, and expand your knowledge of its main uses.

April 9, 2025

Article

[Video thumbnail] Career Spotlight in 60 Seconds: AI Research Scientist

Career Spotlight: AI Research Scientist

Ever wondered who's behind those mind-blowing AI breakthroughs? Meet the AI Research Scientist - the pioneers pushing the boundaries of artificial intelligence!

April 4, 2025

Article

[Featured Image] Colleagues collaborating in a professional setting, analyzing printed graphs and using a computer while discussing random forest versus neural networks in AI and machine learning.

Random Forest vs. Neural Network: What’s the Difference?

A random forest is a machine learning model that allows an AI to make a prediction, and a neural network is a deep learning model that allows AI to work with data in complex ways. Explore more differences and how these technologies work.

March 19, 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] Two VR developers use computer vision algorithms as they test their creations in a lab environment.

Computer Vision Algorithms: Decoding the Visual World

Computer vision algorithms make it possible for AI models to respond to visual cues. Explore how algorithms like image classification and object detection work, how to use them, and the types of computer vision models you can use to write them.

April 21, 2025

Article

[Video thumbnail] Career Spotlight Machine Learning Engineer

Career Spotlight: Machine Learning Engineer [VIDEO]

Ever wondered who teaches machines to learn? It's the machine learning engineers - the brilliant minds building the AI of the future!

April 18, 2025

Article

[Featured Image] A businessperson in a comfortable break room asks ChatGPT interview questions to a potential new hire.

Common ChatGPT Interview Questions and How to Prepare

As AI advances, businesses are increasingly integrating ChatGPT into their workflows. Prepare for your job interview with some common ChatGPT interview questions to showcase your knowledge of this large language model (LLM) and its applications.

April 11, 2025

Article

[Featured Image] A sales team is integrating AI into their process to support and find solutions to sales activity.

Exploring AI Sales

Learn how AI sales can reshape sales teams and capabilities and explore the AI technologies that drive smarter selling and the valuable skills you can develop to build your career path.

April 11, 2025

Article

[Featured Image] A worker in marketing is excited by the benefits of AI in their workflow.

AI Marketing Tools for CRM, Content, Analytics, and Email Automation

AI marketing tools can help you save time and maximize return on investment. Discover how AI marketing tools can help you create content, understand your data, automate your email marketing strategy, and more.

April 11, 2025

Article

[Feature Image] A businessperson researches cloud AI program options, including AI chatbots and cognitive cloud computing, to recommend the best options to streamline operational efficiency.

Cloud AI: Transforming the Future of Technology

Discover cloud AI’s key applications in various industries, examine the possible future of the tool, and expand your knowledge of its main uses.

April 9, 2025

Article

[Video thumbnail] Career Spotlight in 60 Seconds: AI Research Scientist

Career Spotlight: AI Research Scientist

Ever wondered who's behind those mind-blowing AI breakthroughs? Meet the AI Research Scientist - the pioneers pushing the boundaries of artificial intelligence!

April 4, 2025

Article

[Featured Image] Colleagues collaborating in a professional setting, analyzing printed graphs and using a computer while discussing random forest versus neural networks in AI and machine learning.

Random Forest vs. Neural Network: What’s the Difference?

A random forest is a machine learning model that allows an AI to make a prediction, and a neural network is a deep learning model that allows AI to work with data in complex ways. Explore more differences and how these technologies work.

March 19, 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)