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 machine learning engineer sits at a laptop in an office and uses PySpark.

What Is PySpark, and Why Should You Use It?

A quick search on LinkedIn in April 2025 revealed more than 1,000 jobs listing PySpark as a preferred or required skill. Explore this open-source framework in more detail to decide if it might be a valuable skill to learn.

March 19, 2024

Article

[Featured Image] Two data scientists use a tablet and discuss the deep learning models that they created.

What Are Deep Learning Models? Types, Uses, and More

Deep learning is the key to the advancement of artificial intelligence. In this article, you can learn about deep learning models, the different types of deep learning models, and careers in the field.

March 18, 2024

Article

[Featured Image] A big data architect sits in her office and talks on the phone to a colleague about big data architecture.

What Is Big Data Architecture?

Big data is key for strategic planning and effective business decision-making. Learn more about big data architecture, the different types of big data architecture frameworks, and how to choose the right big data architecture strategy.

March 18, 2024

Article

[Featured Image] A machine learning engineer sits at a laptop in an office and uses PySpark.

What Is PySpark, and Why Should You Use It?

A quick search on LinkedIn in April 2025 revealed more than 1,000 jobs listing PySpark as a preferred or required skill. Explore this open-source framework in more detail to decide if it might be a valuable skill to learn.

March 19, 2024

Article

[Featured Image] Two data scientists use a tablet and discuss the deep learning models that they created.

What Are Deep Learning Models? Types, Uses, and More

Deep learning is the key to the advancement of artificial intelligence. In this article, you can learn about deep learning models, the different types of deep learning models, and careers in the field.

March 18, 2024

Article

AI and machine learning courses

Status: Free Trial

IBM

Skills you'll gain: Large Language Modeling, Artificial Intelligence, Generative AI, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), ChatGPT, Deep Learning, Machine Learning, Artificial Neural Networks, Prompt Engineering, Governance, Automation, Business Transformation, Applied Machine Learning, Computer Vision, Ethical Standards And Conduct, Natural Language Processing

4.7
Rating, 4.7 out of 5 stars
19K reviews

Beginner · Course · 1 - 4 Weeks

DeepLearning.AI

Skills you'll gain: Data Ethics, Market Opportunities, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Team Building, Machine Learning, Strategic Thinking, Data Science, Needs Assessment, Deep Learning, Business Ethics, Artificial Neural Networks, Engineering Management

4.8
Rating, 4.8 out of 5 stars
48K reviews

Beginner · Course · 1 - 4 Weeks

Status: Free Trial

Google

Skills you'll gain: Prompt Engineering, Generative AI, Workflow Management, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Artificial Intelligence, Process Optimization, ChatGPT, Productivity Software, Workforce Development, Strategic Thinking, Security Awareness, Diversity Awareness, Risk Management Framework, Digital Transformation, Innovation, Technical Writing, Emerging Technologies, Machine Learning Software

4.8
Rating, 4.8 out of 5 stars
662 reviews

Beginner · Specialization · 1 - 3 Months

[Featured Image] An AI architect works on a tablet and laptop to complete a project.

What Is an AI Architect? Meaning, Duties + How to Become One

AI architects perform a vital function that could help hasten the technology’s adoption by making it more accessible, scalable, and successful. Explore details about the position and get information on the typical career path.

March 18, 2024

Article

[Featured image] A machine learning engineer works on a laptop outdoors, using AI algorithms to create insights.

What Are AI Algorithms?

Explore the ways AI algorithms are changing our lives, from autocorrect to national security. Plus, learn about different types of artificial intelligence algorithms and how they learn.

March 15, 2024

Article

[Featured image] An employee holding a laptop visits her company's big data storage warehouse.

What Is Big Data Storage? Definition, Uses, and More

Big data is key to business growth. In this article, you can learn more about big data storage solutions, big data storage options, and the benefits of using big data in businesses.

March 15, 2024

Article

[Featured image] Two learners sit in front of a laptop and discuss whether to use Python or C# for a project.

Python vs. C#: Which Language Is Best for AI?

When choosing a programming language, you want one with useful features for your project. Learn more about the programming languages Python and C#, including how developers use them in artificial intelligence and which language is best for AI projects.

March 15, 2024

Article

[Featured Image] An AI developer and their colleague work on a project together at a laptop in an office.

AI Developer: Job Description, Salary, and How to Become One

Learn the essential details of an AI developer career, including the background and skills you need and typical steps along the AI developer career path, to help you determine if it’s a suitable career choice for you.

March 15, 2024

Article

[Featured image] A mother holds her baby on her lap as she uses generative AI on her laptop to make a list of fun games to play with her child.

Generative AI Examples and How the Technology Works

Explore generative AI examples, plus learn how services like ChatGPT, Bard, and Jasper work, as well as some of the benefits and limitations of this technology.

March 15, 2024

Article

[Featured Image] A doctor uses a generative AI application on their tablet to help with the early detection of disease.

20 Examples of Generative AI Applications Across Industries

Explore 20 generative AI applications across six industries, including health care, advertising and marketing, manufacturing, software development, financial services, and entertainment.

March 15, 2024

Article

[Featured Image] A businessman is talking to a colleague about responsible AI next to an assembly robot in a factory.

What Is Responsible AI?

Explore the principles of responsible AI and how values-based AI can protect both consumers and your company’s reputation, as well as the common principles many responsible AI statements include.

March 15, 2024

Article

[Featured image] A professional showing their coworker concept art generated on DALL-E.

What Is DALL-E?

Learn about the generative AI DALL-E, how it works, and what you can use it for.

March 14, 2024

Article

[Featured Image] A big data architect sits in her office and talks on the phone to a colleague about big data architecture.

What Is Big Data Architecture?

Big data is key for strategic planning and effective business decision-making. Learn more about big data architecture, the different types of big data architecture frameworks, and how to choose the right big data architecture strategy.

March 18, 2024

Article

[Featured Image] An AI architect works on a tablet and laptop to complete a project.

What Is an AI Architect? Meaning, Duties + How to Become One

AI architects perform a vital function that could help hasten the technology’s adoption by making it more accessible, scalable, and successful. Explore details about the position and get information on the typical career path.

March 18, 2024

Article

[Featured image] A machine learning engineer works on a laptop outdoors, using AI algorithms to create insights.

What Are AI Algorithms?

Explore the ways AI algorithms are changing our lives, from autocorrect to national security. Plus, learn about different types of artificial intelligence algorithms and how they learn.

March 15, 2024

Article

[Featured image] An employee holding a laptop visits her company's big data storage warehouse.

What Is Big Data Storage? Definition, Uses, and More

Big data is key to business growth. In this article, you can learn more about big data storage solutions, big data storage options, and the benefits of using big data in businesses.

March 15, 2024

Article

[Featured image] Two learners sit in front of a laptop and discuss whether to use Python or C# for a project.

Python vs. C#: Which Language Is Best for AI?

When choosing a programming language, you want one with useful features for your project. Learn more about the programming languages Python and C#, including how developers use them in artificial intelligence and which language is best for AI projects.

March 15, 2024

Article

[Featured Image] An AI developer and their colleague work on a project together at a laptop in an office.

AI Developer: Job Description, Salary, and How to Become One

Learn the essential details of an AI developer career, including the background and skills you need and typical steps along the AI developer career path, to help you determine if it’s a suitable career choice for you.

March 15, 2024

Article

[Featured image] A mother holds her baby on her lap as she uses generative AI on her laptop to make a list of fun games to play with her child.

Generative AI Examples and How the Technology Works

Explore generative AI examples, plus learn how services like ChatGPT, Bard, and Jasper work, as well as some of the benefits and limitations of this technology.

March 15, 2024

Article

[Featured Image] A doctor uses a generative AI application on their tablet to help with the early detection of disease.

20 Examples of Generative AI Applications Across Industries

Explore 20 generative AI applications across six industries, including health care, advertising and marketing, manufacturing, software development, financial services, and entertainment.

March 15, 2024

Article

[Featured Image] A businessman is talking to a colleague about responsible AI next to an assembly robot in a factory.

What Is Responsible AI?

Explore the principles of responsible AI and how values-based AI can protect both consumers and your company’s reputation, as well as the common principles many responsible AI statements include.

March 15, 2024

Article

[Featured image] A professional showing their coworker concept art generated on DALL-E.

What Is DALL-E?

Learn about the generative AI DALL-E, how it works, and what you can use it for.

March 14, 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)