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.

Coursera logo C cutout
[Featured Image] A nurse is at a patient's home showing them how to use a new doctor-patient communication app developed using AI.

How Could Doctors Use AI?

The role of artificial intelligence (AI) in health care continues to grow. AI technologies have shown promise in enhancing patient care, streamlining administrative processes, and improving patient outcomes.

March 18, 2025

Article

[Featured Image] A team of developers are working on creating a robot while paying strict attention to the programming as to not allow for AI bias in machine learning.

Understanding AI Bias

AI models play a crucial role in modern decision-making, but addressing bias ensures they work fairly for everyone. Explore how AI bias happens and ways to develop more equitable models.

March 18, 2025

Article

[Featured Image] A person researches the differences between generative AI and large language models.

Generative AI vs. Large Language Models: What’s the Difference?

Learn about generative AI versus large language models, including the differences between these two technologies and the relationship they share.

March 18, 2025

Article

[Featured Image] A nurse is at a patient's home showing them how to use a new doctor-patient communication app developed using AI.

How Could Doctors Use AI?

The role of artificial intelligence (AI) in health care continues to grow. AI technologies have shown promise in enhancing patient care, streamlining administrative processes, and improving patient outcomes.

March 18, 2025

Article

[Featured Image] A team of developers are working on creating a robot while paying strict attention to the programming as to not allow for AI bias in machine learning.

Understanding AI Bias

AI models play a crucial role in modern decision-making, but addressing bias ensures they work fairly for everyone. Explore how AI bias happens and ways to develop more equitable models.

March 18, 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

[Feature Image] Two learners collaborate on a project designed to measure generative AI’s impact on business.

Generative AI Impact on Business

Generative AI, or using artificial intelligence models to generate text, images, videos, data, code, and more, has the potential to revolutionize business processes. Explore the projected and current generative AI impact on business.

March 18, 2025

Article

[Featured Image] A machine learning engineer sits at his computer in an office workstation near their colleagues and is working with embedding models.

What Is an Embedding Model?

Explore what embedding models are and how you can use them in your machine learning model. Learn about types, use cases, and how you might implement your own.

March 18, 2025

Article

[Featured Image] Two machine learning specialists discuss dropout in neural networks as they look at a computer screen in a busy office setting.

Dropout in Neural Networks: Enhancing Model Robustness

Explore the significance of dropout in neural networks and how it improves model generalization and other practical regularization applications in machine learning.

March 18, 2025

Article

[Featured image] Machine learning professionals discussing the difference between SVM and decision trees in an office.

The Difference Between SVM and Decision Trees

Decision trees and SVMs are both used for classifying data in machine learning. Explore the difference between SVM and decision trees, including how they work and the advantages and challenges of each model.

March 18, 2025

Article

[Featured Image]: A doctor analyzing a scan highlights the impact of deep learning and neural networks on medical imaging technology and diagnostics.

Deep Learning vs. Neural Network: What’s the Difference?

Learn about deep learning versus neural networks, including what these two artificial intelligence components are and how you can use them.

March 18, 2025

Article

[Feature Image] A learner studies on a laptop as part of an online course designed to help them develop deep learning skills.

Essential Deep Learning Skills

Deep learning skills encompass neural networks, Python, and TensorFlow. Discover the core competencies in deep learning, gain a deeper understanding of neural networks, and learn how to leverage deep learning skills in your own projects.

March 18, 2025

Article

[Featured Image] A programmer sits at their office desk and studies deep learning frameworks on their computer.

Exploring Deep Learning Frameworks: Tools for Building Intelligent Systems

Deep learning frameworks are the backbone of modern AI, enabling you to train complex neural networks easily. From image recognition to natural language processing, these frameworks are crucial. Explore more on Coursera.

March 18, 2025

Article

[Feature Image] A job candidate who uses a wheelchair responds to decision tree interview questions during a meeting with a recruiter in an open office space.

What Are Decision Tree Interview Questions?

Learn about decision tree interview questions and understand how they demonstrate your ability to problem-solve in the field of data science. Discover both common and advanced decision tree interview questions.

March 18, 2025

Article

[Feature Image] A team of data professionals discusses the insights gained from using data modeling techniques and tools.

Exploring Data Modeling Techniques: Popular Options for 2025

Data modeling is a key strategy for analysis. Learn more about data modeling techniques, including how they support effective data modeling and what types of data modeling tools you can use.

March 18, 2025

Article

[Featured Image] A person researches the differences between generative AI and large language models.

Generative AI vs. Large Language Models: What’s the Difference?

Learn about generative AI versus large language models, including the differences between these two technologies and the relationship they share.

March 18, 2025

Article

[Feature Image] Two learners collaborate on a project designed to measure generative AI’s impact on business.

Generative AI Impact on Business

Generative AI, or using artificial intelligence models to generate text, images, videos, data, code, and more, has the potential to revolutionize business processes. Explore the projected and current generative AI impact on business.

March 18, 2025

Article

[Featured Image] A machine learning engineer sits at his computer in an office workstation near their colleagues and is working with embedding models.

What Is an Embedding Model?

Explore what embedding models are and how you can use them in your machine learning model. Learn about types, use cases, and how you might implement your own.

March 18, 2025

Article

[Featured Image] Two machine learning specialists discuss dropout in neural networks as they look at a computer screen in a busy office setting.

Dropout in Neural Networks: Enhancing Model Robustness

Explore the significance of dropout in neural networks and how it improves model generalization and other practical regularization applications in machine learning.

March 18, 2025

Article

[Featured image] Machine learning professionals discussing the difference between SVM and decision trees in an office.

The Difference Between SVM and Decision Trees

Decision trees and SVMs are both used for classifying data in machine learning. Explore the difference between SVM and decision trees, including how they work and the advantages and challenges of each model.

March 18, 2025

Article

[Featured Image]: A doctor analyzing a scan highlights the impact of deep learning and neural networks on medical imaging technology and diagnostics.

Deep Learning vs. Neural Network: What’s the Difference?

Learn about deep learning versus neural networks, including what these two artificial intelligence components are and how you can use them.

March 18, 2025

Article

[Feature Image] A learner studies on a laptop as part of an online course designed to help them develop deep learning skills.

Essential Deep Learning Skills

Deep learning skills encompass neural networks, Python, and TensorFlow. Discover the core competencies in deep learning, gain a deeper understanding of neural networks, and learn how to leverage deep learning skills in your own projects.

March 18, 2025

Article

[Featured Image] A programmer sits at their office desk and studies deep learning frameworks on their computer.

Exploring Deep Learning Frameworks: Tools for Building Intelligent Systems

Deep learning frameworks are the backbone of modern AI, enabling you to train complex neural networks easily. From image recognition to natural language processing, these frameworks are crucial. Explore more on Coursera.

March 18, 2025

Article

[Feature Image] A job candidate who uses a wheelchair responds to decision tree interview questions during a meeting with a recruiter in an open office space.

What Are Decision Tree Interview Questions?

Learn about decision tree interview questions and understand how they demonstrate your ability to problem-solve in the field of data science. Discover both common and advanced decision tree interview questions.

March 18, 2025

Article

[Feature Image] A team of data professionals discusses the insights gained from using data modeling techniques and tools.

Exploring Data Modeling Techniques: Popular Options for 2025

Data modeling is a key strategy for analysis. Learn more about data modeling techniques, including how they support effective data modeling and what types of data modeling tools you can use.

March 18, 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)