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] Two machine learning professionals use neural architecture search as they both look at a computer screen in a large office space.

What Is Neural Architecture Search?

Learn about neural architecture search, including what it is, how to use it, and which steps you can take to build the foundational knowledge needed to master this machine learning technique.

November 25, 2025

Article

[Featured Image] A computer programmer types code to guide the AI in generating content.

How to Learn Natural Language Processing

Natural language processing (NLP) is a subfield of artificial intelligence (AI) focused on the interaction between computers and human language. Learn how to understand and apply NLP concepts.

November 25, 2025

Article

[Featured Image]: Two people in front of a computer collaborate on feature engineering for machine learning models to improve prediction accuracy.

Feature Engineering for Machine Learning Models: Techniques, Examples, and Best Practices

Learn about the importance of feature engineering for machine learning models, and explore feature engineering techniques and examples.

November 25, 2025

Article

[Featured Image] Two machine learning professionals use neural architecture search as they both look at a computer screen in a large office space.

What Is Neural Architecture Search?

Learn about neural architecture search, including what it is, how to use it, and which steps you can take to build the foundational knowledge needed to master this machine learning technique.

November 25, 2025

Article

[Featured Image] A computer programmer types code to guide the AI in generating content.

How to Learn Natural Language Processing

Natural language processing (NLP) is a subfield of artificial intelligence (AI) focused on the interaction between computers and human language. Learn how to understand and apply NLP concepts.

November 25, 2025

Article

AI and machine learning courses

University of Pennsylvania

Skills you'll gain: Agentic systems, Artificial Intelligence, Algorithms, Python Programming, Theoretical Computer Science, Liberal Arts

4.4
Rating, 4.4 out of 5 stars
34 reviews

Intermediate · Course · 1 - 4 Weeks

IBM

Skills you'll gain: Responsible AI, Generative AI, Natural Language Processing, Robotics, Business Logic, Risk Mitigation

4.7
Rating, 4.7 out of 5 stars
23K reviews

Beginner · Course · 1 - 4 Weeks

Google

Skills you'll gain: Generative AI, Technology Roadmaps, Critical Thinking, Innovation

4.8
Rating, 4.8 out of 5 stars
20K reviews

Beginner · Specialization · 3 - 6 Months

[Featured Image] A freelancer works with ChatGPT plugin alternatives on their laptop at home.

ChatGPT Plugins: Uses and Alternative Options

Discover what ChatGPT plugins were used for before GPTs replaced them. Compare the functionalities and benefits of ChatGPT plugins with GPTs, and learn about related careers and skills in this area.

November 16, 2025

Article

[Featured Image] Two colleagues discuss how using AI for scheduling streamlines operations and boosts productivity in their workplace while reviewing tool options on a tablet in a break area.

AI for Scheduling: 6 Tools to Streamline Work in 2026

Learn about tools that allow you to harness the power of AI for scheduling, including what they are, how they work, and how they can benefit you professionally.

November 16, 2025

Article

[Featured Image] Three professionals in the banking industry use machine learning for fraud detection as they look at a computer screen.

Machine Learning for Fraud Detection: Techniques, Applications, and Career Paths

Discover different types of machine learning for fraud detection to determine which algorithm is best suited for your needs. Plus, explore career paths and how to build your own model.

November 16, 2025

Article

[Featured Image] A data scientist works with hyperparameter optimization in machine learning as they look at data on several computer monitors.

A Beginner’s Guide to Hyperparameter Optimization in Machine Learning

Explore the role of hyperparameter optimization in machine learning, an important step when training models.

November 16, 2025

Article

[Featured Image]: A woman speaks into her phone as she practices how to use NotebookLM effectively.

How to Use NotebookLM Effectively to Boost Efficiency

Learn how to use NotebookLM effectively. Google’s AI-powered note-taking tool is designed to help learners and professionals organize, summarize, and interact with their notes.

November 16, 2025

Article

[Featured Image] A doctor benefits from explainable AI as they read the AI diagnosis on two computer screens displaying images of internal organs and data.

A Beginner’s Guide to Explainable AI and Its Role in Building Trust in AI Systems

Discover explainability in AI systems, why it’s necessary, and how to implement it. Explore the commonly used methods in explainable AI, real-life applications, and the benefits of explainable AI.

November 16, 2025

Article

[Featured image] Two finance professionals use data annotation in machine learning while looking at a tablet and sitting at their desks with multiple computer screens in the background.

What Is Data Annotation in Machine Learning?

Learn about the types of data annotation in machine learning, which industries use it, its benefits and challenges, and tips on how you can start using this process.

November 16, 2025

Article

[Featured Image] Two data scientists stand in an office and discuss causal machine learning while looking at a computer screen.

Causal Machine Learning: How AI Moves from Correlation to Causation

Explore how causal machine learning allows artificial intelligence to go beyond predictive analysis to uncover the real-world causes behind data relationships.

November 16, 2025

Article

[Video thumbnail] AI Quick Tip: Digital Marketing

AI Quick Tip: Digital Marketing [VIDEO]

Ready to supercharge your marketing game? AI isn't just a buzzword anymore—it's the secret weapon top marketers use to drive better results, save time, and boost engagement. Discover 5 powerful ways AI can revolutionize your digital marketing approach.

November 13, 2025

Article

[Featured Image]: Two people in front of a computer collaborate on feature engineering for machine learning models to improve prediction accuracy.

Feature Engineering for Machine Learning Models: Techniques, Examples, and Best Practices

Learn about the importance of feature engineering for machine learning models, and explore feature engineering techniques and examples.

November 25, 2025

Article

[Featured Image] A freelancer works with ChatGPT plugin alternatives on their laptop at home.

ChatGPT Plugins: Uses and Alternative Options

Discover what ChatGPT plugins were used for before GPTs replaced them. Compare the functionalities and benefits of ChatGPT plugins with GPTs, and learn about related careers and skills in this area.

November 16, 2025

Article

[Featured Image] Two colleagues discuss how using AI for scheduling streamlines operations and boosts productivity in their workplace while reviewing tool options on a tablet in a break area.

AI for Scheduling: 6 Tools to Streamline Work in 2026

Learn about tools that allow you to harness the power of AI for scheduling, including what they are, how they work, and how they can benefit you professionally.

November 16, 2025

Article

[Featured Image] Three professionals in the banking industry use machine learning for fraud detection as they look at a computer screen.

Machine Learning for Fraud Detection: Techniques, Applications, and Career Paths

Discover different types of machine learning for fraud detection to determine which algorithm is best suited for your needs. Plus, explore career paths and how to build your own model.

November 16, 2025

Article

[Featured Image] A data scientist works with hyperparameter optimization in machine learning as they look at data on several computer monitors.

A Beginner’s Guide to Hyperparameter Optimization in Machine Learning

Explore the role of hyperparameter optimization in machine learning, an important step when training models.

November 16, 2025

Article

[Featured Image]: A woman speaks into her phone as she practices how to use NotebookLM effectively.

How to Use NotebookLM Effectively to Boost Efficiency

Learn how to use NotebookLM effectively. Google’s AI-powered note-taking tool is designed to help learners and professionals organize, summarize, and interact with their notes.

November 16, 2025

Article

[Featured Image] A doctor benefits from explainable AI as they read the AI diagnosis on two computer screens displaying images of internal organs and data.

A Beginner’s Guide to Explainable AI and Its Role in Building Trust in AI Systems

Discover explainability in AI systems, why it’s necessary, and how to implement it. Explore the commonly used methods in explainable AI, real-life applications, and the benefits of explainable AI.

November 16, 2025

Article

[Featured image] Two finance professionals use data annotation in machine learning while looking at a tablet and sitting at their desks with multiple computer screens in the background.

What Is Data Annotation in Machine Learning?

Learn about the types of data annotation in machine learning, which industries use it, its benefits and challenges, and tips on how you can start using this process.

November 16, 2025

Article

[Featured Image] Two data scientists stand in an office and discuss causal machine learning while looking at a computer screen.

Causal Machine Learning: How AI Moves from Correlation to Causation

Explore how causal machine learning allows artificial intelligence to go beyond predictive analysis to uncover the real-world causes behind data relationships.

November 16, 2025

Article

[Video thumbnail] AI Quick Tip: Digital Marketing

AI Quick Tip: Digital Marketing [VIDEO]

Ready to supercharge your marketing game? AI isn't just a buzzword anymore—it's the secret weapon top marketers use to drive better results, save time, and boost engagement. Discover 5 powerful ways AI can revolutionize your digital marketing approach.

November 13, 2025

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.

Frequently asked questions (FAQ)