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 businessperson performs k-means clustering to gain insights during exploratory data analysis.

What Is K-Means Clustering?

Explore k-means clustering, a popular cluster analysis procedure used to group data into clusters with similar characteristics. Learn how this technique applies across professional fields and software packages, along with when to use this method yourself.

April 9, 2024

Article

[Featured Image] A person sits at a computer in their home office and uses AI to create videos.

How to Use AI to Create Videos

Creating videos is easier than ever with the help of AI. Here’s a how-to guide for using generative AI to create a video for your brand or business.

April 5, 2024

Article

[Featured Image] Two medical doctors use semantic segmentation technology to view images of brain scans and discuss the results.

What Is Semantic Segmentation and How Does It Work?

Semantic segmentation is defined, explained, and compared to other image segmentation techniques in this article.

April 5, 2024

Article

[Featured image] A businessperson performs k-means clustering to gain insights during exploratory data analysis.

What Is K-Means Clustering?

Explore k-means clustering, a popular cluster analysis procedure used to group data into clusters with similar characteristics. Learn how this technique applies across professional fields and software packages, along with when to use this method yourself.

April 9, 2024

Article

[Featured Image] A person sits at a computer in their home office and uses AI to create videos.

How to Use AI to Create Videos

Creating videos is easier than ever with the help of AI. Here’s a how-to guide for using generative AI to create a video for your brand or business.

April 5, 2024

Article

AI and machine learning courses

Status: Free Trial
Status: AI skills

Google

Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, AI Security, Gemini, AI Enablement, Google Workspace, Productivity Software, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Model Evaluation, AI Workflows, Workplace inclusivity, Social Impact, Operational Efficiency, Human Factors, Critical Thinking, Analysis, Data Security, Natural Language Processing

4.8
Rating, 4.8 out of 5 stars
19K reviews

Beginner · Specialization · 3 - 6 Months

Status: Free Trial

IBM

Skills you'll gain: Retrieval-Augmented Generation, AI Enablement, Responsible AI, Generative AI, Natural Language Processing

4.7
Rating, 4.7 out of 5 stars
22K reviews

Beginner · Course · 1 - 4 Weeks

Status: Preview

Amazon Web Services

Skills you'll gain: Prompt Engineering, Amazon Bedrock, Model Context Protocol, AI Security, AI Workflows, AI Orchestration, Generative AI, Vibe coding, Secure Coding, LLM Application, Responsible AI, Amazon Web Services, Integrated Development Environments

Beginner · Course · 1 - 4 Weeks

[Featured Image] A machine learning professional sits at a laptop outside and uses random forest algorithms on a project.

What Is Random Forest?

Explore machine learning topics with an introduction to random forests. Learn why these models are popularly chosen by industry professionals and how you can take steps to build your own.

April 5, 2024

Article

[Featured Image] A business intelligence developer sits at her desk and analyzes data on her computer screens generated by backpropagation neural networks.

What Is Backpropagation Neural Network?

In artificial intelligence, computers learn to process data through neural networks that mimic the way the human brain works. Learn more about the use of backpropagation in neural networks and why this algorithm is important.

April 5, 2024

Article

[Featured Image] Two machine learning professionals look over some paperwork in an office and talk about diffusion models.

What Are Diffusion Models?

Explore diffusion models, a type of generative artificial intelligence model that continually finds new applications across professional fields. Learn what these are, common applications, and some advantages and limitations of this approach.

April 4, 2024

Article

[Featured Image] A smiling person interacts with a chatbot while shopping online, an example of artificial intelligence.

10 Artificial Intelligence Examples: AI in Practice

Professionals across many industries, such as finance, health care, and film, benefit from the use of AI. Learn more about artificial intelligence by exploring real-world examples.

March 29, 2024

Article

[Featured image] A group of doctors meets in a conference room to discuss how anomaly detection in machine learning can help them detect diseases in patients.

What Is Anomaly Detection in Machine Learning?

Learn about anomaly detection in machine learning, including types of anomalies, various anomaly detection techniques, and industry applications.

March 29, 2024

Article

[Featured image] A machine learning engineer designs machine learning systems at their desk.

4 Careers in Designing Machine Learning Systems

Careers in designing learning systems are great options for people interested in working with machine learning systems. Learn about machine learning systems careers with our comprehensive guide.

March 28, 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

[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] Two medical doctors use semantic segmentation technology to view images of brain scans and discuss the results.

What Is Semantic Segmentation and How Does It Work?

Semantic segmentation is defined, explained, and compared to other image segmentation techniques in this article.

April 5, 2024

Article

[Featured Image] A machine learning professional sits at a laptop outside and uses random forest algorithms on a project.

What Is Random Forest?

Explore machine learning topics with an introduction to random forests. Learn why these models are popularly chosen by industry professionals and how you can take steps to build your own.

April 5, 2024

Article

[Featured Image] A business intelligence developer sits at her desk and analyzes data on her computer screens generated by backpropagation neural networks.

What Is Backpropagation Neural Network?

In artificial intelligence, computers learn to process data through neural networks that mimic the way the human brain works. Learn more about the use of backpropagation in neural networks and why this algorithm is important.

April 5, 2024

Article

[Featured Image] Two machine learning professionals look over some paperwork in an office and talk about diffusion models.

What Are Diffusion Models?

Explore diffusion models, a type of generative artificial intelligence model that continually finds new applications across professional fields. Learn what these are, common applications, and some advantages and limitations of this approach.

April 4, 2024

Article

[Featured Image] A smiling person interacts with a chatbot while shopping online, an example of artificial intelligence.

10 Artificial Intelligence Examples: AI in Practice

Professionals across many industries, such as finance, health care, and film, benefit from the use of AI. Learn more about artificial intelligence by exploring real-world examples.

March 29, 2024

Article

[Featured image] A group of doctors meets in a conference room to discuss how anomaly detection in machine learning can help them detect diseases in patients.

What Is Anomaly Detection in Machine Learning?

Learn about anomaly detection in machine learning, including types of anomalies, various anomaly detection techniques, and industry applications.

March 29, 2024

Article

[Featured image] A machine learning engineer designs machine learning systems at their desk.

4 Careers in Designing Machine Learning Systems

Careers in designing learning systems are great options for people interested in working with machine learning systems. Learn about machine learning systems careers with our comprehensive guide.

March 28, 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

[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

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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