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 student takes an online course in which she'll learn about various AI programming languages, like Python and Java, on her laptop from home.

AI Programming Languages: What to Know in 2025

AI is an essential part of the modern development process, and knowing suitable AI programming languages can help you succeed in the job market. Explore popular coding languages and other details that will be helpful in 2025.

March 21, 2024

Article

[Featured Image] A data consultant makes strategic recommendations to her colleagues.

What Does a Data Consultant Do?

Discover the role of a data consultant and how this career is developing through the use of AI. Follow our guide on how to get started in this field.

March 21, 2024

Article

[Featured Image] A women is using AI video editing tools while sitting at a wooden desk with a video camera in hand.

What Is AI Video Editing?

Artificial intelligence is changing the way editors organize, produce, and cut videos. Learn more about AI video editing platforms and how they can help you create quality videos.

March 21, 2024

Article

[Featured Image] A student takes an online course in which she'll learn about various AI programming languages, like Python and Java, on her laptop from home.

AI Programming Languages: What to Know in 2025

AI is an essential part of the modern development process, and knowing suitable AI programming languages can help you succeed in the job market. Explore popular coding languages and other details that will be helpful in 2025.

March 21, 2024

Article

[Featured Image] A data consultant makes strategic recommendations to her colleagues.

What Does a Data Consultant Do?

Discover the role of a data consultant and how this career is developing through the use of AI. Follow our guide on how to get started in this field.

March 21, 2024

Article

AI and machine learning courses

University of Pennsylvania

Skills you'll gain: Artificial Intelligence, Algorithms, Python Programming, Theoretical Computer Science, Computational Thinking, Programming Principles, Computer Science

4.6
Rating, 4.6 out of 5 stars
15 reviews

Intermediate · Course · 1 - 4 Weeks

IBM

Skills you'll gain: Artificial Intelligence, Generative AI, OpenAI, Deep Learning, Artificial Neural Networks, ChatGPT, Governance, Machine Learning, Business Transformation, Business Technologies, Ethical Standards And Conduct, Computer Vision, Emerging Technologies, Natural Language Processing

4.7
Rating, 4.7 out of 5 stars
19K reviews

Beginner · Course · 1 - 4 Weeks

Google

Skills you'll gain: Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Productivity Software, Artificial Intelligence, Data Ethics, Security Awareness, Business Workflow Analysis, Innovation, Automation, Workflow Management, Information Privacy, Human Computer Interaction, Content Creation, Natural Language Processing, Complex Problem Solving

4.7
Rating, 4.7 out of 5 stars
11K reviews

Beginner · Course · 1 - 3 Months

[Featured Image] An employee works on a laptop and uses cross validation in machine learning to evaluate a data model's performance.

What Is Cross-Validation in Machine Learning?

Explore the process of cross-validation in machine learning while discovering the different types of cross-validation methods and the best practices for implementation.

March 21, 2024

Article

[Featured Image] Two colleagues discuss transfer learning from large language models during a video chat.

Transfer Learning from Large Language Models

Learn how transfer learning from large language models (LLMs) makes it possible for computers to translate languages, summarize texts, and perform other human-like communication tasks easier, quicker, and more accurately than before.

March 21, 2024

Article

[Featured Image] Two businesswomen sit outside and use VR headsets that utilize VR eye tracking.

What Is VR Eye Tracking and How Does It Work?

Learn what virtual reality eye tracking is, how it works, and how it enhances virtual reality experiences.

March 21, 2024

Article

[Featured Image] A machine learning engineer uses a gradient descent to train a model.

What Is Gradient Descent in Machine Learning?

Augustin-Louis Cauchy, a mathematician, first invented gradient descent in 1847 to solve calculations in astronomy and estimate stars’ orbits. Learn about the role it plays today in optimizing machine learning algorithms.

March 21, 2024

Article

[Featured Image] An engineer considers the six degrees of freedom while examining a model at her desk.

Six Degrees of Freedom Explained

What is six degrees of freedom, and how is it applied in the real-world? Learn more about this concept and its uses.

March 21, 2024

Article

[Featured Image] A programmer explores the Pandas Python library on their computer while working from home.

What Is Pandas Python Library?

Pandas is a popular Python library. Read on to learn more about Pandas and how you can use it for different programming projects, including those related to machine learning.

March 21, 2024

Article

[Featured Image] Two colleagues at a VR company test new technology.

10 VR Companies to Know About in 2025

Explore the types of industries that use virtual reality (VR) and discover 10 VR companies you should know about in 2025. Then, find out how you can learn more about virtual reality and experiment with different applications.

March 21, 2024

Article

[Featured Image] A data scientist uses stemming to simplify data.

What Is Stemming?

By learning about stemming, you can understand how it works in natural language processing to affect our lives through chatbots, automated customer service lines, Alexa, and smart home devices. Also, read further to discover a career connected to stemming.

March 21, 2024

Article

[Featured Image] A machine learning engineer studies a confusion matrix on his laptop.

What Is a Confusion Matrix?

Learn what a confusion matrix is and why professionals across industries value this tool. Plus, discover how to calculate and interpret key performance indicators from your confusion matrix.

March 20, 2024

Article

[Featured Image] A women is using AI video editing tools while sitting at a wooden desk with a video camera in hand.

What Is AI Video Editing?

Artificial intelligence is changing the way editors organize, produce, and cut videos. Learn more about AI video editing platforms and how they can help you create quality videos.

March 21, 2024

Article

[Featured Image] An employee works on a laptop and uses cross validation in machine learning to evaluate a data model's performance.

What Is Cross-Validation in Machine Learning?

Explore the process of cross-validation in machine learning while discovering the different types of cross-validation methods and the best practices for implementation.

March 21, 2024

Article

[Featured Image] Two colleagues discuss transfer learning from large language models during a video chat.

Transfer Learning from Large Language Models

Learn how transfer learning from large language models (LLMs) makes it possible for computers to translate languages, summarize texts, and perform other human-like communication tasks easier, quicker, and more accurately than before.

March 21, 2024

Article

[Featured Image] Two businesswomen sit outside and use VR headsets that utilize VR eye tracking.

What Is VR Eye Tracking and How Does It Work?

Learn what virtual reality eye tracking is, how it works, and how it enhances virtual reality experiences.

March 21, 2024

Article

[Featured Image] A machine learning engineer uses a gradient descent to train a model.

What Is Gradient Descent in Machine Learning?

Augustin-Louis Cauchy, a mathematician, first invented gradient descent in 1847 to solve calculations in astronomy and estimate stars’ orbits. Learn about the role it plays today in optimizing machine learning algorithms.

March 21, 2024

Article

[Featured Image] An engineer considers the six degrees of freedom while examining a model at her desk.

Six Degrees of Freedom Explained

What is six degrees of freedom, and how is it applied in the real-world? Learn more about this concept and its uses.

March 21, 2024

Article

[Featured Image] A programmer explores the Pandas Python library on their computer while working from home.

What Is Pandas Python Library?

Pandas is a popular Python library. Read on to learn more about Pandas and how you can use it for different programming projects, including those related to machine learning.

March 21, 2024

Article

[Featured Image] Two colleagues at a VR company test new technology.

10 VR Companies to Know About in 2025

Explore the types of industries that use virtual reality (VR) and discover 10 VR companies you should know about in 2025. Then, find out how you can learn more about virtual reality and experiment with different applications.

March 21, 2024

Article

[Featured Image] A data scientist uses stemming to simplify data.

What Is Stemming?

By learning about stemming, you can understand how it works in natural language processing to affect our lives through chatbots, automated customer service lines, Alexa, and smart home devices. Also, read further to discover a career connected to stemming.

March 21, 2024

Article

[Featured Image] A machine learning engineer studies a confusion matrix on his laptop.

What Is a Confusion Matrix?

Learn what a confusion matrix is and why professionals across industries value this tool. Plus, discover how to calculate and interpret key performance indicators from your confusion matrix.

March 20, 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)