AI and Machine Learning

Explore articles about AI, machine learning, and large language models. Learn about AI careers, generative AI, ChatGPT, and essential concepts to develop in-demand skills and apply AI with confidence.

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[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 machine 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 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

AI and machine learning courses

Google

Skills you'll gain: Google Gemini, Generative AI, AI literacy, Model Training, AI Integrations, Google Sheets, Critical Thinking, Innovation

4.8 stars, 26K reviews, Beginner, Specialization, 3 - 6 Months
Status: Top AI program
Status: Free trial

Saïd Business School, University of Oxford

Skills you'll gain: Responsible AI, Artificial Neural Networks, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Generative AI, Machine Learning Methods, Deep Learning, Machine Learning, Convolutional Neural Networks, Supervised Learning, Fraud detection, Reinforcement Learning, Unsupervised Learning

4.8 stars, 256 reviews, Beginner, Course, 1 - 3 Months
Status: Free trial

Google

Skills you'll gain: Data Visualization, Prompt Patterns, AI powered creativity, AI Personalization, Generative AI, AI literacy, Timelines, LLM Application, Agentic Workflows, Ideation, Artificial Intelligence, Scenario Testing, Business Correspondence, Complex Problem Solving, Report Writing, Solution Design, Document Management, Critical Thinking, Software Versioning, Machine Learning

4.8 stars, 8.1K reviews, Beginner, Specialization, 1 - 4 Weeks
Status: Top AI program
Status: Free trial
[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 exposes vulnerabilities in a machine learning model by deceiving application inputs. 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 Real-World Examples of Augmented Reality

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 generative AI technology has improved between these versions to be 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 machine learning engineer designs machine learning systems at their desk.

4 Careers in Designing Machine Learning Systems

Careers in designing machine 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 exposes vulnerabilities in a machine learning model by deceiving application inputs. 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 Real-World Examples of Augmented Reality

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 generative AI technology has improved between these versions to be 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

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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