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 group of learners gather in a classroom setting to learn more about the various types of AI agents and how to build their own.

Types of AI Agents

Discover the various types of AI agents currently in use, and learn more about their key features and applications as you explore the steps to establish your agentic AI foundation and develop your own AI agent.

December 8, 2025

Article

[Featured Image] Two agriculturalists study plant development in a field using sustainable AI practices and technologies.

Sustainable AI: How AI Can Help with Sustainability

Explore sustainable AI practices and learn how you can contribute to a more sustainable future.

December 8, 2025

Article

[Featured Image] Two learners sit on a blue couch in front of a large white bookshelf as they study probabilistic programming together and discuss its uses.

What Is Probabilistic Programming?

Discover what probabilistic programming is and how it can be useful to you. Also, learn more about the foundations of probabilistic programming and how to implement it.

December 8, 2025

Article

[Featured Image] A group of learners gather in a classroom setting to learn more about the various types of AI agents and how to build their own.

Types of AI Agents

Discover the various types of AI agents currently in use, and learn more about their key features and applications as you explore the steps to establish your agentic AI foundation and develop your own AI agent.

December 8, 2025

Article

[Featured Image] Two agriculturalists study plant development in a field using sustainable AI practices and technologies.

Sustainable AI: How AI Can Help with Sustainability

Explore sustainable AI practices and learn how you can contribute to a more sustainable future.

December 8, 2025

Article

AI and machine learning courses

Status: Free Trial

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
33 reviews

Intermediate · Course · 1 - 4 Weeks

Status: Free Trial

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

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

[Featured Image] A learner researches how to create a custom GPT on their laptop while drinking coffee in an outdoor setting.

How to Create a Custom GPT

Explore how you can create a custom GPT for your specific needs, and learn more about the real-life areas you can apply them in and the skills you’ll need for creating a custom GPT.

November 24, 2025

Article

[Featured Image] Three speakers sit in front of a screen that reads “Questions” as they complete a discussion on neuro-symbolic AI.

What Is Neuro-Symbolic AI?

Explore what neuro-symbolic AI is, how it overcomes the limitations of traditional AI systems, and how you can begin learning the foundations of this powerful model.

November 24, 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 24, 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 24, 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 24, 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 15, 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 15, 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 15, 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 15, 2025

Article

[Featured Image] Two learners sit on a blue couch in front of a large white bookshelf as they study probabilistic programming together and discuss its uses.

What Is Probabilistic Programming?

Discover what probabilistic programming is and how it can be useful to you. Also, learn more about the foundations of probabilistic programming and how to implement it.

December 8, 2025

Article

[Featured Image] A learner researches how to create a custom GPT on their laptop while drinking coffee in an outdoor setting.

How to Create a Custom GPT

Explore how you can create a custom GPT for your specific needs, and learn more about the real-life areas you can apply them in and the skills you’ll need for creating a custom GPT.

November 24, 2025

Article

[Featured Image] Three speakers sit in front of a screen that reads “Questions” as they complete a discussion on neuro-symbolic AI.

What Is Neuro-Symbolic AI?

Explore what neuro-symbolic AI is, how it overcomes the limitations of traditional AI systems, and how you can begin learning the foundations of this powerful model.

November 24, 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 24, 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 24, 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 24, 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 15, 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 15, 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 15, 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 15, 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.

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