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 data scientist works on a laptop to develop a conditional generative adversarial network (cGAN).

What Is a Conditional Generative Adversarial Network?

Learn how a conditional generative adversarial network works, how it’s different from traditional GANs and DCGANs, and how AI engineers and scientists are using cGANs to tackle real-world issues.

March 28, 2024

Article

[Featured image] Two colleagues sit in a meeting room and discuss whether they prefer BERT or GPT.

BERT vs. GPT: What’s the Difference?

BERT and GPT each represent massive strides in the capability of artificial intelligence systems. Learn more about ChatGPT and BERT, how they are similar, and how they differ.

March 28, 2024

Article

[Featured Image] A group of employees meet to discuss how to protect their organization using adversarial machine learning.

What Is Adversarial Machine Learning?

Adversarial machine learning focuses on the vulnerability of manipulation of a machine learning model by deceiving inputs designed to cause the application to work improperly. Learn more about what adversarial machine learning is and why it’s important.

March 27, 2024

Article

[Featured Image] A data scientist works on a laptop to develop a conditional generative adversarial network (cGAN).

What Is a Conditional Generative Adversarial Network?

Learn how a conditional generative adversarial network works, how it’s different from traditional GANs and DCGANs, and how AI engineers and scientists are using cGANs to tackle real-world issues.

March 28, 2024

Article

[Featured image] Two colleagues sit in a meeting room and discuss whether they prefer BERT or GPT.

BERT vs. GPT: What’s the Difference?

BERT and GPT each represent massive strides in the capability of artificial intelligence systems. Learn more about ChatGPT and BERT, how they are similar, and how they differ.

March 28, 2024

Article

AI and machine learning courses

IBM

Skills you'll gain: Artificial Intelligence, Generative AI, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, 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

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

Google

Skills you'll gain: Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Productivity Software, Artificial Intelligence, Data Ethics, Security Awareness, Business Workflow Analysis, Innovation, Automation, Workflow Management, Information Privacy, Human Computer Interaction, Content Creation, Natural Language Processing, Complex Problem Solving

4.7
Rating, 4.7 out of 5 stars
11K reviews

Beginner · Course · 1 - 3 Months

[Featured Image] A statistician goes over some autoregressive models on a laptop while sitting at a desk.

What Are Autoregressive Models?

Explore the exciting world of predictive modeling with autoregressive models. Learn what this type of model is and why you might benefit from learning how to use it.

March 27, 2024

Article

[Featured Image] A woman uses her smartphone to shop online for furniture and see how it would look in her house, one of many augmented reality examples.

9 Augmented Reality Examples

Look into the world of augmented reality and discover innovative examples of how companies are already using it to gain a broader understanding of this technology.

March 27, 2024

Article

[Featured Image] Two colleagues stand in an office and look at a tablet as they discuss the differences between ChatGPT 3 vs 4.

ChatGPT-3.5 vs. 4: What’s the Difference?

Compare ChatGPT 3.5 versus 4 and learn how the newest version of OpenAI’s generative AI technology is safer, more accurate, and more powerful. Plus, discover how companies are putting these advancements to work.

March 27, 2024

Article

[Featured Image] Two AI professionals in an office setting looking at computer screens discuss artificial general intelligence vs. AI.

Artificial General Intelligence vs. AI

Explore a comparison of artificial general intelligence (AGI) versus AI and learn how our current capabilities match up to the technologies needed to create true AGI, including sensory perception and fine motor skills.

March 27, 2024

Article

[Featured image] Two colleagues sit at a table discussing the advantages of Bayesian neural networks.

A Beginner’s Guide to the Bayesian Neural Network

Learn about neural networks, an exciting topic area within machine learning. Plus, explore what makes Bayesian neural networks different from traditional models and which situations require this approach.

March 26, 2024

Article

[Featured image] A marketer uses cluster analysis in R to identify specific groups of customers.

How to Perform a Cluster Analysis in R

Building skills in data analysis techniques such as cluster analyses can help you analyze and interpret information more effectively. Learn what a cluster analysis is and how to perform your own.

March 22, 2024

Article

[Featured Image] A doctor sits at a desk in front of a computer and uses deep learning applications to diagnose diseases.

10 Examples of Deep Learning Applications

Learn more about deep learning and examples of how deep learning applications are making an impact in different industries.

March 22, 2024

Article

[Featured image] A person in a cybersecurity boot camp learns about deep learning algorithms.

What Are Deep Learning Algorithms?

Deep learning algorithms are at the forefront of artificial intelligence. Learn more about deep learning algorithms, discover how they work, and take a look at unsupervised deep learning algorithms.

March 22, 2024

Article

[Featured Image] A group of tech employees gather in a conference room for a friendly debate over whether to use traditional AI vs. generative AI for their project.

AI vs. Generative AI: The Differences Explained

Wondering what the differences are between AI vs generative AI? Gain a deeper understanding of artificial intelligence, its pros and cons, and the distinguishing features of generative AI and its use cases.

March 22, 2024

Article

[Featured Image] A group of employees meet to discuss how to protect their organization using adversarial machine learning.

What Is Adversarial Machine Learning?

Adversarial machine learning focuses on the vulnerability of manipulation of a machine learning model by deceiving inputs designed to cause the application to work improperly. Learn more about what adversarial machine learning is and why it’s important.

March 27, 2024

Article

[Featured Image] A statistician goes over some autoregressive models on a laptop while sitting at a desk.

What Are Autoregressive Models?

Explore the exciting world of predictive modeling with autoregressive models. Learn what this type of model is and why you might benefit from learning how to use it.

March 27, 2024

Article

[Featured Image] A woman uses her smartphone to shop online for furniture and see how it would look in her house, one of many augmented reality examples.

9 Augmented Reality Examples

Look into the world of augmented reality and discover innovative examples of how companies are already using it to gain a broader understanding of this technology.

March 27, 2024

Article

[Featured Image] Two colleagues stand in an office and look at a tablet as they discuss the differences between ChatGPT 3 vs 4.

ChatGPT-3.5 vs. 4: What’s the Difference?

Compare ChatGPT 3.5 versus 4 and learn how the newest version of OpenAI’s generative AI technology is safer, more accurate, and more powerful. Plus, discover how companies are putting these advancements to work.

March 27, 2024

Article

[Featured Image] Two AI professionals in an office setting looking at computer screens discuss artificial general intelligence vs. AI.

Artificial General Intelligence vs. AI

Explore a comparison of artificial general intelligence (AGI) versus AI and learn how our current capabilities match up to the technologies needed to create true AGI, including sensory perception and fine motor skills.

March 27, 2024

Article

[Featured image] Two colleagues sit at a table discussing the advantages of Bayesian neural networks.

A Beginner’s Guide to the Bayesian Neural Network

Learn about neural networks, an exciting topic area within machine learning. Plus, explore what makes Bayesian neural networks different from traditional models and which situations require this approach.

March 26, 2024

Article

[Featured image] A marketer uses cluster analysis in R to identify specific groups of customers.

How to Perform a Cluster Analysis in R

Building skills in data analysis techniques such as cluster analyses can help you analyze and interpret information more effectively. Learn what a cluster analysis is and how to perform your own.

March 22, 2024

Article

[Featured Image] A doctor sits at a desk in front of a computer and uses deep learning applications to diagnose diseases.

10 Examples of Deep Learning Applications

Learn more about deep learning and examples of how deep learning applications are making an impact in different industries.

March 22, 2024

Article

[Featured image] A person in a cybersecurity boot camp learns about deep learning algorithms.

What Are Deep Learning Algorithms?

Deep learning algorithms are at the forefront of artificial intelligence. Learn more about deep learning algorithms, discover how they work, and take a look at unsupervised deep learning algorithms.

March 22, 2024

Article

[Featured Image] A group of tech employees gather in a conference room for a friendly debate over whether to use traditional AI vs. generative AI for their project.

AI vs. Generative AI: The Differences Explained

Wondering what the differences are between AI vs generative AI? Gain a deeper understanding of artificial intelligence, its pros and cons, and the distinguishing features of generative AI and its use cases.

March 22, 2024

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)